<?xml version="1.0" encoding="UTF-8"?>

<!--XBRL Document Created with Wdesk from Workiva-->
<!--Copyright 2022 Workiva-->
<!--r:e2778019-c019-4f06-ab51-8a1b9f6d38ec,g:b70d8b67-544a-402c-9dc3-778a5a0de7f9-->
<link:linkbase xmlns:link="http://www.xbrl.org/2003/linkbase" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.xbrl.org/2003/linkbase http://www.xbrl.org/2003/xbrl-linkbase-2003-12-31.xsd">
  <link:roleRef roleURI="http://www.cvrenergy.com/role/CONSOLIDATEDBALANCESHEETS" xlink:type="simple" xlink:href="cvi-20211231.xsd#CONSOLIDATEDBALANCESHEETS"/>
  <link:calculationLink xlink:role="http://www.cvrenergy.com/role/CONSOLIDATEDBALANCESHEETS" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_Assets_22dccc83-dcd3-4471-83a0-294766a50c17" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_Assets"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AssetsCurrent_85d6aa14-b694-4fab-8a8d-ee52ffdc0ac9" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_AssetsCurrent"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Assets_22dccc83-dcd3-4471-83a0-294766a50c17" xlink:to="loc_us-gaap_AssetsCurrent_85d6aa14-b694-4fab-8a8d-ee52ffdc0ac9" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherAssetsNoncurrent_191b4026-fb86-4ff8-847c-f7f75b0a6030" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_OtherAssetsNoncurrent"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Assets_22dccc83-dcd3-4471-83a0-294766a50c17" xlink:to="loc_us-gaap_OtherAssetsNoncurrent_191b4026-fb86-4ff8-847c-f7f75b0a6030" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PropertyPlantAndEquipmentAndFinanceLeaseRightOfUseAssetAfterAccumulatedDepreciationAndAmortization_1783aefd-e211-4d6c-acbf-03990e13d07d" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_PropertyPlantAndEquipmentAndFinanceLeaseRightOfUseAssetAfterAccumulatedDepreciationAndAmortization"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Assets_22dccc83-dcd3-4471-83a0-294766a50c17" xlink:to="loc_us-gaap_PropertyPlantAndEquipmentAndFinanceLeaseRightOfUseAssetAfterAccumulatedDepreciationAndAmortization_1783aefd-e211-4d6c-acbf-03990e13d07d" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LiabilitiesCurrent_f1ac5578-6817-4094-8e91-e02ac3829464" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_LiabilitiesCurrent"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AccountsPayableCurrent_15c09957-5a63-406f-9c90-f07aaf40eaf0" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_AccountsPayableCurrent"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesCurrent_f1ac5578-6817-4094-8e91-e02ac3829464" xlink:to="loc_us-gaap_AccountsPayableCurrent_15c09957-5a63-406f-9c90-f07aaf40eaf0" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherLiabilitiesCurrent_57ea6189-5bdc-4176-a54b-c906c3adf928" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_OtherLiabilitiesCurrent"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesCurrent_f1ac5578-6817-4094-8e91-e02ac3829464" xlink:to="loc_us-gaap_OtherLiabilitiesCurrent_57ea6189-5bdc-4176-a54b-c906c3adf928" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_cvi_NotesPayableAndFinanceLeaseObligationsCurrent_62c65c5e-1295-4c2d-84c1-ca4d302617ac" xlink:href="cvi-20211231.xsd#cvi_NotesPayableAndFinanceLeaseObligationsCurrent"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesCurrent_f1ac5578-6817-4094-8e91-e02ac3829464" xlink:to="loc_cvi_NotesPayableAndFinanceLeaseObligationsCurrent_62c65c5e-1295-4c2d-84c1-ca4d302617ac" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_94ea96d4-b66c-49c8-813d-16dfff427143" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_StockholdersEquity_a9cc0c56-c6da-44cd-b5cf-0d2d798f95fb" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_StockholdersEquity"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_94ea96d4-b66c-49c8-813d-16dfff427143" xlink:to="loc_us-gaap_StockholdersEquity_a9cc0c56-c6da-44cd-b5cf-0d2d798f95fb" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_MinorityInterest_794bc6fc-fc3b-4722-84c4-0b81a5c99f36" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_MinorityInterest"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_94ea96d4-b66c-49c8-813d-16dfff427143" xlink:to="loc_us-gaap_MinorityInterest_794bc6fc-fc3b-4722-84c4-0b81a5c99f36" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LiabilitiesNoncurrent_21582b49-f651-4acb-ace4-a775305b6096" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_LiabilitiesNoncurrent"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DeferredIncomeTaxLiabilitiesNet_1db127c9-4f85-40ed-a87a-6804deb004e8" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_DeferredIncomeTaxLiabilitiesNet"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesNoncurrent_21582b49-f651-4acb-ace4-a775305b6096" xlink:to="loc_us-gaap_DeferredIncomeTaxLiabilitiesNet_1db127c9-4f85-40ed-a87a-6804deb004e8" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherLiabilitiesNoncurrent_3656a5c2-b635-4a36-8e5c-3fa45ce52b25" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_OtherLiabilitiesNoncurrent"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesNoncurrent_21582b49-f651-4acb-ace4-a775305b6096" xlink:to="loc_us-gaap_OtherLiabilitiesNoncurrent_3656a5c2-b635-4a36-8e5c-3fa45ce52b25" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LongTermDebtAndCapitalLeaseObligations_67fd9a24-61a1-45a4-a2cc-16265fa7d386" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_LongTermDebtAndCapitalLeaseObligations"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesNoncurrent_21582b49-f651-4acb-ace4-a775305b6096" xlink:to="loc_us-gaap_LongTermDebtAndCapitalLeaseObligations_67fd9a24-61a1-45a4-a2cc-16265fa7d386" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AssetsCurrent_9153cbbd-4985-45d1-b9af-150a38047e16" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_AssetsCurrent"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InventoryNet_f9db14a9-fb94-4dd3-bebc-c467727b16df" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_InventoryNet"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_AssetsCurrent_9153cbbd-4985-45d1-b9af-150a38047e16" xlink:to="loc_us-gaap_InventoryNet_f9db14a9-fb94-4dd3-bebc-c467727b16df" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AccountsReceivableNetCurrent_096f1e8e-3e15-4e61-8eb3-e1846878e9b5" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_AccountsReceivableNetCurrent"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_AssetsCurrent_9153cbbd-4985-45d1-b9af-150a38047e16" xlink:to="loc_us-gaap_AccountsReceivableNetCurrent_096f1e8e-3e15-4e61-8eb3-e1846878e9b5" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PrepaidExpenseAndOtherAssetsCurrent_2d0dd1a0-ef00-4f8b-b231-ba12325f89e0" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_PrepaidExpenseAndOtherAssetsCurrent"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_AssetsCurrent_9153cbbd-4985-45d1-b9af-150a38047e16" xlink:to="loc_us-gaap_PrepaidExpenseAndOtherAssetsCurrent_2d0dd1a0-ef00-4f8b-b231-ba12325f89e0" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CashAndCashEquivalentsAtCarryingValue_99630868-5475-44b1-bbbd-8735429b649b" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_CashAndCashEquivalentsAtCarryingValue"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_AssetsCurrent_9153cbbd-4985-45d1-b9af-150a38047e16" xlink:to="loc_us-gaap_CashAndCashEquivalentsAtCarryingValue_99630868-5475-44b1-bbbd-8735429b649b" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LiabilitiesAndStockholdersEquity_da2bfae5-3eb5-4ba0-b178-6b1708af7797" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_LiabilitiesAndStockholdersEquity"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LiabilitiesCurrent_d60e0da7-d93e-445d-9ee3-fbdb8774d16d" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_LiabilitiesCurrent"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesAndStockholdersEquity_da2bfae5-3eb5-4ba0-b178-6b1708af7797" xlink:to="loc_us-gaap_LiabilitiesCurrent_d60e0da7-d93e-445d-9ee3-fbdb8774d16d" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LiabilitiesNoncurrent_5e762775-36e9-4ddd-80e7-610137d1bc80" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_LiabilitiesNoncurrent"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesAndStockholdersEquity_da2bfae5-3eb5-4ba0-b178-6b1708af7797" xlink:to="loc_us-gaap_LiabilitiesNoncurrent_5e762775-36e9-4ddd-80e7-610137d1bc80" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_ad713333-0094-41fd-8896-10bf332a80cb" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesAndStockholdersEquity_da2bfae5-3eb5-4ba0-b178-6b1708af7797" xlink:to="loc_us-gaap_StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest_ad713333-0094-41fd-8896-10bf332a80cb" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CommitmentsAndContingencies_6bb0b514-224d-4fb3-874a-ec4410cb8b9e" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_CommitmentsAndContingencies"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesAndStockholdersEquity_da2bfae5-3eb5-4ba0-b178-6b1708af7797" xlink:to="loc_us-gaap_CommitmentsAndContingencies_6bb0b514-224d-4fb3-874a-ec4410cb8b9e" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_StockholdersEquity_6f775c3c-35e6-4d12-a375-9ab832b129ab" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_StockholdersEquity"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CommonStockValue_d8b50a9a-f6bf-4134-9594-734f7ed30f95" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_CommonStockValue"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_StockholdersEquity_6f775c3c-35e6-4d12-a375-9ab832b129ab" xlink:to="loc_us-gaap_CommonStockValue_d8b50a9a-f6bf-4134-9594-734f7ed30f95" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AdditionalPaidInCapitalCommonStock_21b0427e-40e8-4172-befa-39dd1867f7fa" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_AdditionalPaidInCapitalCommonStock"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_StockholdersEquity_6f775c3c-35e6-4d12-a375-9ab832b129ab" xlink:to="loc_us-gaap_AdditionalPaidInCapitalCommonStock_21b0427e-40e8-4172-befa-39dd1867f7fa" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_RetainedEarningsAccumulatedDeficit_776c27e1-260e-4ced-b896-2489f2b473ca" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_RetainedEarningsAccumulatedDeficit"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_StockholdersEquity_6f775c3c-35e6-4d12-a375-9ab832b129ab" xlink:to="loc_us-gaap_RetainedEarningsAccumulatedDeficit_776c27e1-260e-4ced-b896-2489f2b473ca" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_TreasuryStockValue_d072ba3e-ef68-4d45-816b-dfc1f72dbf60" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_TreasuryStockValue"/>
    <link:calculationArc order="4" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_StockholdersEquity_6f775c3c-35e6-4d12-a375-9ab832b129ab" xlink:to="loc_us-gaap_TreasuryStockValue_d072ba3e-ef68-4d45-816b-dfc1f72dbf60" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.cvrenergy.com/role/CONSOLIDATEDSTATEMENTSOFOPERATIONS" xlink:type="simple" xlink:href="cvi-20211231.xsd#CONSOLIDATEDSTATEMENTSOFOPERATIONS"/>
  <link:calculationLink xlink:role="http://www.cvrenergy.com/role/CONSOLIDATEDSTATEMENTSOFOPERATIONS" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesExtraordinaryItemsNoncontrollingInterest_5e7f0fd9-c512-4baa-9e57-ce4dd375a7bc" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesExtraordinaryItemsNoncontrollingInterest"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InvestmentIncomeNet_f1aef2a8-0fb8-4c70-851d-1738e3bf7906" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_InvestmentIncomeNet"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesExtraordinaryItemsNoncontrollingInterest_5e7f0fd9-c512-4baa-9e57-ce4dd375a7bc" xlink:to="loc_us-gaap_InvestmentIncomeNet_f1aef2a8-0fb8-4c70-851d-1738e3bf7906" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OperatingIncomeLoss_15a5b238-202a-4aa0-8274-5c70e0afb925" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_OperatingIncomeLoss"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesExtraordinaryItemsNoncontrollingInterest_5e7f0fd9-c512-4baa-9e57-ce4dd375a7bc" xlink:to="loc_us-gaap_OperatingIncomeLoss_15a5b238-202a-4aa0-8274-5c70e0afb925" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherNonoperatingIncomeExpense_02792ce8-31cc-4076-9af3-e04b1929ea70" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_OtherNonoperatingIncomeExpense"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesExtraordinaryItemsNoncontrollingInterest_5e7f0fd9-c512-4baa-9e57-ce4dd375a7bc" xlink:to="loc_us-gaap_OtherNonoperatingIncomeExpense_02792ce8-31cc-4076-9af3-e04b1929ea70" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InterestIncomeExpenseNet_17cd8f0c-80b9-4427-99a2-898c85c8a8e4" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_InterestIncomeExpenseNet"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesExtraordinaryItemsNoncontrollingInterest_5e7f0fd9-c512-4baa-9e57-ce4dd375a7bc" xlink:to="loc_us-gaap_InterestIncomeExpenseNet_17cd8f0c-80b9-4427-99a2-898c85c8a8e4" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CostOfRevenue_e3865276-06f7-4854-8400-8e7b5d6b7b89" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_CostOfRevenue"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CostDirectMaterial_f6720d50-4263-4173-a05a-b1c5a634d3a2" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_CostDirectMaterial"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_CostOfRevenue_e3865276-06f7-4854-8400-8e7b5d6b7b89" xlink:to="loc_us-gaap_CostDirectMaterial_f6720d50-4263-4173-a05a-b1c5a634d3a2" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DirectOperatingCosts_6857a7b8-0e8a-44d0-82e0-06cc39106df8" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_DirectOperatingCosts"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_CostOfRevenue_e3865276-06f7-4854-8400-8e7b5d6b7b89" xlink:to="loc_us-gaap_DirectOperatingCosts_6857a7b8-0e8a-44d0-82e0-06cc39106df8" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CostOfGoodsAndServicesSoldDepreciationAndAmortization_e505b0b9-5168-467b-a6fd-f18cd41720c9" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_CostOfGoodsAndServicesSoldDepreciationAndAmortization"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_CostOfRevenue_e3865276-06f7-4854-8400-8e7b5d6b7b89" xlink:to="loc_us-gaap_CostOfGoodsAndServicesSoldDepreciationAndAmortization_e505b0b9-5168-467b-a6fd-f18cd41720c9" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetIncomeLoss_cf21ea00-2b1a-4dd1-83b8-1afff856bbb5" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_NetIncomeLoss"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ProfitLoss_c8f93f3d-51be-4519-805a-6deeb416b9d4" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_ProfitLoss"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetIncomeLoss_cf21ea00-2b1a-4dd1-83b8-1afff856bbb5" xlink:to="loc_us-gaap_ProfitLoss_c8f93f3d-51be-4519-805a-6deeb416b9d4" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetIncomeLossAttributableToNoncontrollingInterest_f6e0a45e-8a0a-4353-9712-c84d37231805" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_NetIncomeLossAttributableToNoncontrollingInterest"/>
    <link:calculationArc order="2" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetIncomeLoss_cf21ea00-2b1a-4dd1-83b8-1afff856bbb5" xlink:to="loc_us-gaap_NetIncomeLossAttributableToNoncontrollingInterest_f6e0a45e-8a0a-4353-9712-c84d37231805" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OperatingIncomeLoss_8d06ba9c-07c3-46b7-97fa-e665b7646106" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_OperatingIncomeLoss"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_Revenues_efb0e913-a3d9-4799-8aa9-d86e5fb4f972" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_Revenues"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OperatingIncomeLoss_8d06ba9c-07c3-46b7-97fa-e665b7646106" xlink:to="loc_us-gaap_Revenues_efb0e913-a3d9-4799-8aa9-d86e5fb4f972" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DepreciationAndAmortization_c8f74310-e902-4457-a3c0-c9a05d820b31" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_DepreciationAndAmortization"/>
    <link:calculationArc order="2" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OperatingIncomeLoss_8d06ba9c-07c3-46b7-97fa-e665b7646106" xlink:to="loc_us-gaap_DepreciationAndAmortization_c8f74310-e902-4457-a3c0-c9a05d820b31" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CostOfRevenue_4b9cd58a-8ddb-496d-b1a4-7eaaaa540f02" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_CostOfRevenue"/>
    <link:calculationArc order="3" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OperatingIncomeLoss_8d06ba9c-07c3-46b7-97fa-e665b7646106" xlink:to="loc_us-gaap_CostOfRevenue_4b9cd58a-8ddb-496d-b1a4-7eaaaa540f02" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_GoodwillImpairmentLoss_51a29c2a-db07-4dad-97ce-07cd4719a152" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_GoodwillImpairmentLoss"/>
    <link:calculationArc order="4" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OperatingIncomeLoss_8d06ba9c-07c3-46b7-97fa-e665b7646106" xlink:to="loc_us-gaap_GoodwillImpairmentLoss_51a29c2a-db07-4dad-97ce-07cd4719a152" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_GainLossOnSaleOfPropertyPlantEquipment_93f8f931-945d-4d9c-9c61-6057e2ebf4bb" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_GainLossOnSaleOfPropertyPlantEquipment"/>
    <link:calculationArc order="5" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OperatingIncomeLoss_8d06ba9c-07c3-46b7-97fa-e665b7646106" xlink:to="loc_us-gaap_GainLossOnSaleOfPropertyPlantEquipment_93f8f931-945d-4d9c-9c61-6057e2ebf4bb" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_SellingGeneralAndAdministrativeExpense_bdc30adc-c2eb-481c-9511-df0d94d178c2" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_SellingGeneralAndAdministrativeExpense"/>
    <link:calculationArc order="6" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OperatingIncomeLoss_8d06ba9c-07c3-46b7-97fa-e665b7646106" xlink:to="loc_us-gaap_SellingGeneralAndAdministrativeExpense_bdc30adc-c2eb-481c-9511-df0d94d178c2" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ProfitLoss_1d60caa2-5947-4e29-9adb-63528a376b56" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_ProfitLoss"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesExtraordinaryItemsNoncontrollingInterest_63b0dd74-a766-463b-b4ff-845240b144f4" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesExtraordinaryItemsNoncontrollingInterest"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_ProfitLoss_1d60caa2-5947-4e29-9adb-63528a376b56" xlink:to="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesExtraordinaryItemsNoncontrollingInterest_63b0dd74-a766-463b-b4ff-845240b144f4" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncomeTaxExpenseBenefit_80e7f8a9-ece1-4aea-94c6-605e4f75f4c5" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_IncomeTaxExpenseBenefit"/>
    <link:calculationArc order="2" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_ProfitLoss_1d60caa2-5947-4e29-9adb-63528a376b56" xlink:to="loc_us-gaap_IncomeTaxExpenseBenefit_80e7f8a9-ece1-4aea-94c6-605e4f75f4c5" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.cvrenergy.com/role/CONSOLIDATEDSTATEMENTSOFCASHFLOWS" xlink:type="simple" xlink:href="cvi-20211231.xsd#CONSOLIDATEDSTATEMENTSOFCASHFLOWS"/>
  <link:calculationLink xlink:role="http://www.cvrenergy.com/role/CONSOLIDATEDSTATEMENTSOFCASHFLOWS" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetCashProvidedByUsedInFinancingActivities_c2b78d12-1142-410b-b8b6-e30853407763" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_NetCashProvidedByUsedInFinancingActivities"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PaymentsToMinorityShareholders_ab6947ca-d7dd-47c1-89d3-55b30b142cc8" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_PaymentsToMinorityShareholders"/>
    <link:calculationArc order="1" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInFinancingActivities_c2b78d12-1142-410b-b8b6-e30853407763" xlink:to="loc_us-gaap_PaymentsToMinorityShareholders_ab6947ca-d7dd-47c1-89d3-55b30b142cc8" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ProceedsFromPaymentsForOtherFinancingActivities_f1b45040-e91c-4bd3-b82f-287e1a9bb800" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_ProceedsFromPaymentsForOtherFinancingActivities"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInFinancingActivities_c2b78d12-1142-410b-b8b6-e30853407763" xlink:to="loc_us-gaap_ProceedsFromPaymentsForOtherFinancingActivities_f1b45040-e91c-4bd3-b82f-287e1a9bb800" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ProceedsFromIssuanceOfLongTermDebt_1cb3f005-8e8d-420f-980c-51409bf64359" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_ProceedsFromIssuanceOfLongTermDebt"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInFinancingActivities_c2b78d12-1142-410b-b8b6-e30853407763" xlink:to="loc_us-gaap_ProceedsFromIssuanceOfLongTermDebt_1cb3f005-8e8d-420f-980c-51409bf64359" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_RepaymentsOfLongTermDebt_fffac334-8d34-4815-ac24-6ab1c76c011e" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_RepaymentsOfLongTermDebt"/>
    <link:calculationArc order="4" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInFinancingActivities_c2b78d12-1142-410b-b8b6-e30853407763" xlink:to="loc_us-gaap_RepaymentsOfLongTermDebt_fffac334-8d34-4815-ac24-6ab1c76c011e" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PaymentsOfDistributionsToAffiliates_f6860cdf-5d12-4576-b664-d1de4c1242fb" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_PaymentsOfDistributionsToAffiliates"/>
    <link:calculationArc order="5" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInFinancingActivities_c2b78d12-1142-410b-b8b6-e30853407763" xlink:to="loc_us-gaap_PaymentsOfDistributionsToAffiliates_f6860cdf-5d12-4576-b664-d1de4c1242fb" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PaymentsForRepurchaseOfCommonStock_fd07166f-c49f-44fd-a141-8029b594f22a" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_PaymentsForRepurchaseOfCommonStock"/>
    <link:calculationArc order="6" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInFinancingActivities_c2b78d12-1142-410b-b8b6-e30853407763" xlink:to="loc_us-gaap_PaymentsForRepurchaseOfCommonStock_fd07166f-c49f-44fd-a141-8029b594f22a" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PaymentsOfDividends_1ab4edad-56fd-47a7-a14d-dc2e397231b0" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_PaymentsOfDividends"/>
    <link:calculationArc order="7" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInFinancingActivities_c2b78d12-1142-410b-b8b6-e30853407763" xlink:to="loc_us-gaap_PaymentsOfDividends_1ab4edad-56fd-47a7-a14d-dc2e397231b0" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PaymentsOfDebtExtinguishmentCosts_dcc686ff-8cd8-4f04-8f55-db75e008452e" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_PaymentsOfDebtExtinguishmentCosts"/>
    <link:calculationArc order="8" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInFinancingActivities_c2b78d12-1142-410b-b8b6-e30853407763" xlink:to="loc_us-gaap_PaymentsOfDebtExtinguishmentCosts_dcc686ff-8cd8-4f04-8f55-db75e008452e" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetCashProvidedByUsedInInvestingActivities_be84fa43-aaf0-4bbc-8c3e-2e6398751273" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_NetCashProvidedByUsedInInvestingActivities"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PaymentsToAcquireProductiveAssets_fa4cbb23-6aac-485f-827e-388430cabb3f" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_PaymentsToAcquireProductiveAssets"/>
    <link:calculationArc order="1" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInInvestingActivities_be84fa43-aaf0-4bbc-8c3e-2e6398751273" xlink:to="loc_us-gaap_PaymentsToAcquireProductiveAssets_fa4cbb23-6aac-485f-827e-388430cabb3f" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ProceedsFromSaleOfProductiveAssets_f47800aa-0541-4181-bc58-74ca8711e28c" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_ProceedsFromSaleOfProductiveAssets"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInInvestingActivities_be84fa43-aaf0-4bbc-8c3e-2e6398751273" xlink:to="loc_us-gaap_ProceedsFromSaleOfProductiveAssets_f47800aa-0541-4181-bc58-74ca8711e28c" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PaymentsToAcquireMarketableSecurities_9feb421f-132b-42ac-9f1a-29ed083f1a93" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_PaymentsToAcquireMarketableSecurities"/>
    <link:calculationArc order="3" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInInvestingActivities_be84fa43-aaf0-4bbc-8c3e-2e6398751273" xlink:to="loc_us-gaap_PaymentsToAcquireMarketableSecurities_9feb421f-132b-42ac-9f1a-29ed083f1a93" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PaymentsForProceedsFromOtherInvestingActivities_a5e2971c-8c90-43df-be0d-57bb1edff67f" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_PaymentsForProceedsFromOtherInvestingActivities"/>
    <link:calculationArc order="4" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInInvestingActivities_be84fa43-aaf0-4bbc-8c3e-2e6398751273" xlink:to="loc_us-gaap_PaymentsForProceedsFromOtherInvestingActivities_a5e2971c-8c90-43df-be0d-57bb1edff67f" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_cvi_PaymentsForTurnaroundCosts_cf3a5d7a-f576-4698-b555-c78061023979" xlink:href="cvi-20211231.xsd#cvi_PaymentsForTurnaroundCosts"/>
    <link:calculationArc order="5" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInInvestingActivities_be84fa43-aaf0-4bbc-8c3e-2e6398751273" xlink:to="loc_cvi_PaymentsForTurnaroundCosts_cf3a5d7a-f576-4698-b555-c78061023979" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PaymentsToAcquireBusinessesGross_d828502b-ba1f-4ac1-a5f9-2ccd70d9989f" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_PaymentsToAcquireBusinessesGross"/>
    <link:calculationArc order="6" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInInvestingActivities_be84fa43-aaf0-4bbc-8c3e-2e6398751273" xlink:to="loc_us-gaap_PaymentsToAcquireBusinessesGross_d828502b-ba1f-4ac1-a5f9-2ccd70d9989f" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ProceedsFromSaleAndMaturityOfMarketableSecurities_f067108b-c22d-4210-a2d5-437619354c53" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_ProceedsFromSaleAndMaturityOfMarketableSecurities"/>
    <link:calculationArc order="7" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInInvestingActivities_be84fa43-aaf0-4bbc-8c3e-2e6398751273" xlink:to="loc_us-gaap_ProceedsFromSaleAndMaturityOfMarketableSecurities_f067108b-c22d-4210-a2d5-437619354c53" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_49ccf10a-0beb-4427-9bf8-2d67b1f03ef9" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_NetCashProvidedByUsedInOperatingActivities"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncreaseDecreaseInAccountsPayableTrade_ada488bc-4d85-433a-aa3c-cf7bd30492ca" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_IncreaseDecreaseInAccountsPayableTrade"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_49ccf10a-0beb-4427-9bf8-2d67b1f03ef9" xlink:to="loc_us-gaap_IncreaseDecreaseInAccountsPayableTrade_ada488bc-4d85-433a-aa3c-cf7bd30492ca" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherNoncashIncomeExpense_6bce6c1e-e7a8-48f3-8c0a-9b5622ca505b" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_OtherNoncashIncomeExpense"/>
    <link:calculationArc order="2" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_49ccf10a-0beb-4427-9bf8-2d67b1f03ef9" xlink:to="loc_us-gaap_OtherNoncashIncomeExpense_6bce6c1e-e7a8-48f3-8c0a-9b5622ca505b" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncreaseDecreaseInInventories_77802f0b-87d5-4239-9a2e-70cf27340b0d" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_IncreaseDecreaseInInventories"/>
    <link:calculationArc order="3" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_49ccf10a-0beb-4427-9bf8-2d67b1f03ef9" xlink:to="loc_us-gaap_IncreaseDecreaseInInventories_77802f0b-87d5-4239-9a2e-70cf27340b0d" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DepreciationDepletionAndAmortization_995e18cd-3585-4f02-93f8-ef1e6407ba2e" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_DepreciationDepletionAndAmortization"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_49ccf10a-0beb-4427-9bf8-2d67b1f03ef9" xlink:to="loc_us-gaap_DepreciationDepletionAndAmortization_995e18cd-3585-4f02-93f8-ef1e6407ba2e" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ProfitLoss_d84762b8-b91f-499a-89c4-a1b5d78f5ab9" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_ProfitLoss"/>
    <link:calculationArc order="5" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_49ccf10a-0beb-4427-9bf8-2d67b1f03ef9" xlink:to="loc_us-gaap_ProfitLoss_d84762b8-b91f-499a-89c4-a1b5d78f5ab9" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ShareBasedCompensation_b68be241-77da-4312-9a1c-f3bfa3b2cf1a" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_ShareBasedCompensation"/>
    <link:calculationArc order="6" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_49ccf10a-0beb-4427-9bf8-2d67b1f03ef9" xlink:to="loc_us-gaap_ShareBasedCompensation_b68be241-77da-4312-9a1c-f3bfa3b2cf1a" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_GoodwillImpairmentLoss_4c21241c-1ad6-424d-b5f6-0a9256cb35ee" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_GoodwillImpairmentLoss"/>
    <link:calculationArc order="7" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_49ccf10a-0beb-4427-9bf8-2d67b1f03ef9" xlink:to="loc_us-gaap_GoodwillImpairmentLoss_4c21241c-1ad6-424d-b5f6-0a9256cb35ee" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_GainLossOnDispositionOfAssets_235ad98d-acb2-41c1-8084-5f19bff94c97" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_GainLossOnDispositionOfAssets"/>
    <link:calculationArc order="8" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_49ccf10a-0beb-4427-9bf8-2d67b1f03ef9" xlink:to="loc_us-gaap_GainLossOnDispositionOfAssets_235ad98d-acb2-41c1-8084-5f19bff94c97" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncreaseDecreaseInOtherNoncurrentAssetsAndLiabilitiesNet_b065e2eb-ec09-4eed-8329-32b770bd4c7f" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_IncreaseDecreaseInOtherNoncurrentAssetsAndLiabilitiesNet"/>
    <link:calculationArc order="9" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_49ccf10a-0beb-4427-9bf8-2d67b1f03ef9" xlink:to="loc_us-gaap_IncreaseDecreaseInOtherNoncurrentAssetsAndLiabilitiesNet_b065e2eb-ec09-4eed-8329-32b770bd4c7f" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DeferredIncomeTaxesAndTaxCredits_7545c993-a9f6-4284-9d75-cd4d2bff903a" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_DeferredIncomeTaxesAndTaxCredits"/>
    <link:calculationArc order="10" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_49ccf10a-0beb-4427-9bf8-2d67b1f03ef9" xlink:to="loc_us-gaap_DeferredIncomeTaxesAndTaxCredits_7545c993-a9f6-4284-9d75-cd4d2bff903a" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncreaseDecreaseInPrepaidDeferredExpenseAndOtherAssets_a643d36c-7683-475b-aad9-94acde2c8d77" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_IncreaseDecreaseInPrepaidDeferredExpenseAndOtherAssets"/>
    <link:calculationArc order="11" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_49ccf10a-0beb-4427-9bf8-2d67b1f03ef9" xlink:to="loc_us-gaap_IncreaseDecreaseInPrepaidDeferredExpenseAndOtherAssets_a643d36c-7683-475b-aad9-94acde2c8d77" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_MarketableSecuritiesUnrealizedGainLoss_74f2f5b8-44cf-41e0-bb6b-d0a3ca14927d" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_MarketableSecuritiesUnrealizedGainLoss"/>
    <link:calculationArc order="12" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_49ccf10a-0beb-4427-9bf8-2d67b1f03ef9" xlink:to="loc_us-gaap_MarketableSecuritiesUnrealizedGainLoss_74f2f5b8-44cf-41e0-bb6b-d0a3ca14927d" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncreaseDecreaseInContractWithCustomerLiability_5ed2b4d8-9952-4141-ad54-b1cb811931de" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_IncreaseDecreaseInContractWithCustomerLiability"/>
    <link:calculationArc order="13" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_49ccf10a-0beb-4427-9bf8-2d67b1f03ef9" xlink:to="loc_us-gaap_IncreaseDecreaseInContractWithCustomerLiability_5ed2b4d8-9952-4141-ad54-b1cb811931de" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncreaseDecreaseInOtherOperatingLiabilities_1ab62675-c57f-4462-9972-2e191500af7f" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_IncreaseDecreaseInOtherOperatingLiabilities"/>
    <link:calculationArc order="14" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_49ccf10a-0beb-4427-9bf8-2d67b1f03ef9" xlink:to="loc_us-gaap_IncreaseDecreaseInOtherOperatingLiabilities_1ab62675-c57f-4462-9972-2e191500af7f" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InventoryWriteDown_3a9d8be2-eb82-4727-8cef-65f081607dde" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_InventoryWriteDown"/>
    <link:calculationArc order="15" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_49ccf10a-0beb-4427-9bf8-2d67b1f03ef9" xlink:to="loc_us-gaap_InventoryWriteDown_3a9d8be2-eb82-4727-8cef-65f081607dde" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncreaseDecreaseInAccountsReceivable_7cc8432e-3941-49fa-b8a8-60f42a6a2adf" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_IncreaseDecreaseInAccountsReceivable"/>
    <link:calculationArc order="16" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_49ccf10a-0beb-4427-9bf8-2d67b1f03ef9" xlink:to="loc_us-gaap_IncreaseDecreaseInAccountsReceivable_7cc8432e-3941-49fa-b8a8-60f42a6a2adf" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DerivativeGainLossOnDerivativeNet_f1da5a31-8d1a-4ccd-ae9e-10c04c4c5f26" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_DerivativeGainLossOnDerivativeNet"/>
    <link:calculationArc order="17" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_49ccf10a-0beb-4427-9bf8-2d67b1f03ef9" xlink:to="loc_us-gaap_DerivativeGainLossOnDerivativeNet_f1da5a31-8d1a-4ccd-ae9e-10c04c4c5f26" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseIncludingExchangeRateEffect_d62ed4c4-0c6a-4889-9f9c-a48e92be76dd" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseIncludingExchangeRateEffect"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_dbbf8d1d-4b89-4525-a5ac-de758ca20a53" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_NetCashProvidedByUsedInOperatingActivities"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseIncludingExchangeRateEffect_d62ed4c4-0c6a-4889-9f9c-a48e92be76dd" xlink:to="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_dbbf8d1d-4b89-4525-a5ac-de758ca20a53" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetCashProvidedByUsedInInvestingActivities_fb3efcba-35db-4ddb-97fc-aa780ed12f5d" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_NetCashProvidedByUsedInInvestingActivities"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseIncludingExchangeRateEffect_d62ed4c4-0c6a-4889-9f9c-a48e92be76dd" xlink:to="loc_us-gaap_NetCashProvidedByUsedInInvestingActivities_fb3efcba-35db-4ddb-97fc-aa780ed12f5d" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetCashProvidedByUsedInFinancingActivities_79d1b000-738a-41e5-8a3e-da534bb1979a" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_NetCashProvidedByUsedInFinancingActivities"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseIncludingExchangeRateEffect_d62ed4c4-0c6a-4889-9f9c-a48e92be76dd" xlink:to="loc_us-gaap_NetCashProvidedByUsedInFinancingActivities_79d1b000-738a-41e5-8a3e-da534bb1979a" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.cvrenergy.com/role/SummaryofSignificantAccountingPoliciesScheduleofInventoriesDetails" xlink:type="simple" xlink:href="cvi-20211231.xsd#SummaryofSignificantAccountingPoliciesScheduleofInventoriesDetails"/>
  <link:calculationLink xlink:role="http://www.cvrenergy.com/role/SummaryofSignificantAccountingPoliciesScheduleofInventoriesDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InventoryNet_753f00af-dcfd-42cc-9bca-909858abde31" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_InventoryNet"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InventoryFinishedGoodsNetOfReserves_fd350c3d-9f06-48f3-b6b4-ff30ba117599" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_InventoryFinishedGoodsNetOfReserves"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_InventoryNet_753f00af-dcfd-42cc-9bca-909858abde31" xlink:to="loc_us-gaap_InventoryFinishedGoodsNetOfReserves_fd350c3d-9f06-48f3-b6b4-ff30ba117599" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InventoryRawMaterialsNetOfReserves_af260399-ac25-4cd5-a152-fcfb722b5cb3" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_InventoryRawMaterialsNetOfReserves"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_InventoryNet_753f00af-dcfd-42cc-9bca-909858abde31" xlink:to="loc_us-gaap_InventoryRawMaterialsNetOfReserves_af260399-ac25-4cd5-a152-fcfb722b5cb3" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InventoryWorkInProcessNetOfReserves_7effdb7f-0a27-4f54-9b56-537c0d689ecd" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_InventoryWorkInProcessNetOfReserves"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_InventoryNet_753f00af-dcfd-42cc-9bca-909858abde31" xlink:to="loc_us-gaap_InventoryWorkInProcessNetOfReserves_7effdb7f-0a27-4f54-9b56-537c0d689ecd" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InventoryPartsAndComponentsNetOfReserves_773c1c91-18a7-4217-9ba4-0fe5a786bef1" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_InventoryPartsAndComponentsNetOfReserves"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_InventoryNet_753f00af-dcfd-42cc-9bca-909858abde31" xlink:to="loc_us-gaap_InventoryPartsAndComponentsNetOfReserves_773c1c91-18a7-4217-9ba4-0fe5a786bef1" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.cvrenergy.com/role/SummaryofSignificantAccountingPoliciesPropertyPlantandEquipmentnetDetails" xlink:type="simple" xlink:href="cvi-20211231.xsd#SummaryofSignificantAccountingPoliciesPropertyPlantandEquipmentnetDetails"/>
  <link:calculationLink xlink:role="http://www.cvrenergy.com/role/SummaryofSignificantAccountingPoliciesPropertyPlantandEquipmentnetDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PropertyPlantAndEquipmentAndFinanceLeaseRightOfUseAssetBeforeAccumulatedDepreciationAndAmortization_c3fb3985-1f79-40c3-ad5c-73f8caf1538e" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_PropertyPlantAndEquipmentAndFinanceLeaseRightOfUseAssetBeforeAccumulatedDepreciationAndAmortization"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseRightOfUseAssetBeforeAccumulatedAmortization_83b71e8d-8360-4863-92f3-ed259f7e9d11" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_FinanceLeaseRightOfUseAssetBeforeAccumulatedAmortization"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_PropertyPlantAndEquipmentAndFinanceLeaseRightOfUseAssetBeforeAccumulatedDepreciationAndAmortization_c3fb3985-1f79-40c3-ad5c-73f8caf1538e" xlink:to="loc_us-gaap_FinanceLeaseRightOfUseAssetBeforeAccumulatedAmortization_83b71e8d-8360-4863-92f3-ed259f7e9d11" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PropertyPlantAndEquipmentGross_11010190-5aaf-4dfe-ba9e-bbfd5f719c2a" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_PropertyPlantAndEquipmentGross"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_PropertyPlantAndEquipmentAndFinanceLeaseRightOfUseAssetBeforeAccumulatedDepreciationAndAmortization_c3fb3985-1f79-40c3-ad5c-73f8caf1538e" xlink:to="loc_us-gaap_PropertyPlantAndEquipmentGross_11010190-5aaf-4dfe-ba9e-bbfd5f719c2a" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PropertyPlantAndEquipmentAndFinanceLeaseRightOfUseAssetAfterAccumulatedDepreciationAndAmortization_5d03e345-7195-47d0-aa55-609d1c245276" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_PropertyPlantAndEquipmentAndFinanceLeaseRightOfUseAssetAfterAccumulatedDepreciationAndAmortization"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PropertyPlantAndEquipmentAndFinanceLeaseRightOfUseAssetAccumulatedDepreciationAndAmortization_b58d9023-47f6-4218-8d62-a2accfa722fc" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_PropertyPlantAndEquipmentAndFinanceLeaseRightOfUseAssetAccumulatedDepreciationAndAmortization"/>
    <link:calculationArc order="1" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_PropertyPlantAndEquipmentAndFinanceLeaseRightOfUseAssetAfterAccumulatedDepreciationAndAmortization_5d03e345-7195-47d0-aa55-609d1c245276" xlink:to="loc_us-gaap_PropertyPlantAndEquipmentAndFinanceLeaseRightOfUseAssetAccumulatedDepreciationAndAmortization_b58d9023-47f6-4218-8d62-a2accfa722fc" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PropertyPlantAndEquipmentAndFinanceLeaseRightOfUseAssetBeforeAccumulatedDepreciationAndAmortization_46ca3d3d-4593-4623-9640-1fb4e0bc0eeb" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_PropertyPlantAndEquipmentAndFinanceLeaseRightOfUseAssetBeforeAccumulatedDepreciationAndAmortization"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_PropertyPlantAndEquipmentAndFinanceLeaseRightOfUseAssetAfterAccumulatedDepreciationAndAmortization_5d03e345-7195-47d0-aa55-609d1c245276" xlink:to="loc_us-gaap_PropertyPlantAndEquipmentAndFinanceLeaseRightOfUseAssetBeforeAccumulatedDepreciationAndAmortization_46ca3d3d-4593-4623-9640-1fb4e0bc0eeb" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.cvrenergy.com/role/LeasesSummaryofRemainingMinimumLeasePaymentsDetails" xlink:type="simple" xlink:href="cvi-20211231.xsd#LeasesSummaryofRemainingMinimumLeasePaymentsDetails"/>
  <link:calculationLink xlink:role="http://www.cvrenergy.com/role/LeasesSummaryofRemainingMinimumLeasePaymentsDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseLiabilityPaymentsDue_2e8e33c7-1d46-4cfc-a970-c28942cd4afc" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_FinanceLeaseLiabilityPaymentsDue"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseLiabilityUndiscountedExcessAmount_fb562d9a-b097-4f85-a98d-c91891db0a29" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_FinanceLeaseLiabilityUndiscountedExcessAmount"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_FinanceLeaseLiabilityPaymentsDue_2e8e33c7-1d46-4cfc-a970-c28942cd4afc" xlink:to="loc_us-gaap_FinanceLeaseLiabilityUndiscountedExcessAmount_fb562d9a-b097-4f85-a98d-c91891db0a29" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseLiability_6efa500a-5d5d-4129-8937-e785c14de058" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_FinanceLeaseLiability"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_FinanceLeaseLiabilityPaymentsDue_2e8e33c7-1d46-4cfc-a970-c28942cd4afc" xlink:to="loc_us-gaap_FinanceLeaseLiability_6efa500a-5d5d-4129-8937-e785c14de058" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_0f5a1cfc-e575-4364-8ac5-daa6b34e7660" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths_451b6993-1caa-42a3-9045-60278dabf947" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_0f5a1cfc-e575-4364-8ac5-daa6b34e7660" xlink:to="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths_451b6993-1caa-42a3-9045-60278dabf947" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo_7c37a5a4-f40d-411e-b756-6bc9d19d2788" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_0f5a1cfc-e575-4364-8ac5-daa6b34e7660" xlink:to="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo_7c37a5a4-f40d-411e-b756-6bc9d19d2788" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree_f04a94c7-21e4-4007-841b-23bb6e062be1" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_0f5a1cfc-e575-4364-8ac5-daa6b34e7660" xlink:to="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree_f04a94c7-21e4-4007-841b-23bb6e062be1" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFour_b7820979-a0ec-485b-bbd4-c494acb8d4dd" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFour"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_0f5a1cfc-e575-4364-8ac5-daa6b34e7660" xlink:to="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFour_b7820979-a0ec-485b-bbd4-c494acb8d4dd" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFive_5fdbed1b-82c1-4bff-9e25-0bd5f50946f9" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFive"/>
    <link:calculationArc order="5" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_0f5a1cfc-e575-4364-8ac5-daa6b34e7660" xlink:to="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFive_5fdbed1b-82c1-4bff-9e25-0bd5f50946f9" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive_5128592b-6778-4bf0-8225-9d4d83e5ee50" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive"/>
    <link:calculationArc order="6" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_0f5a1cfc-e575-4364-8ac5-daa6b34e7660" xlink:to="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive_5128592b-6778-4bf0-8225-9d4d83e5ee50" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.cvrenergy.com/role/LeasesSummaryofRemainingMinimumLeasePaymentsDetails_1" xlink:type="simple" xlink:href="cvi-20211231.xsd#LeasesSummaryofRemainingMinimumLeasePaymentsDetails_1"/>
  <link:calculationLink xlink:role="http://www.cvrenergy.com/role/LeasesSummaryofRemainingMinimumLeasePaymentsDetails_1" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_5610603f-e9f1-49f5-a42f-6e836167e10a" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OperatingLeaseLiability_39b43d8d-5dcf-455d-b1e1-50b70a621836" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_OperatingLeaseLiability"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_5610603f-e9f1-49f5-a42f-6e836167e10a" xlink:to="loc_us-gaap_OperatingLeaseLiability_39b43d8d-5dcf-455d-b1e1-50b70a621836" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityUndiscountedExcessAmount_9c5731ae-42a8-44da-826b-66343ed17e65" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityUndiscountedExcessAmount"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_5610603f-e9f1-49f5-a42f-6e836167e10a" xlink:to="loc_us-gaap_LesseeOperatingLeaseLiabilityUndiscountedExcessAmount_9c5731ae-42a8-44da-826b-66343ed17e65" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseLiabilityPaymentsDue_00fc2d77-e810-44b1-a9dd-9d3bf96a64f7" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_FinanceLeaseLiabilityPaymentsDue"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseLiabilityPaymentsDueNextTwelveMonths_77fa36f0-c2fc-42c8-b570-6ca2a57f1ae7" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_FinanceLeaseLiabilityPaymentsDueNextTwelveMonths"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_FinanceLeaseLiabilityPaymentsDue_00fc2d77-e810-44b1-a9dd-9d3bf96a64f7" xlink:to="loc_us-gaap_FinanceLeaseLiabilityPaymentsDueNextTwelveMonths_77fa36f0-c2fc-42c8-b570-6ca2a57f1ae7" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseLiabilityPaymentsDueYearTwo_30f0060d-46e4-4e58-a27c-dd7ce632d9b2" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_FinanceLeaseLiabilityPaymentsDueYearTwo"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_FinanceLeaseLiabilityPaymentsDue_00fc2d77-e810-44b1-a9dd-9d3bf96a64f7" xlink:to="loc_us-gaap_FinanceLeaseLiabilityPaymentsDueYearTwo_30f0060d-46e4-4e58-a27c-dd7ce632d9b2" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseLiabilityPaymentsDueYearThree_b06ff5d9-ec1b-4fc7-9d7f-d653d8d08bdd" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_FinanceLeaseLiabilityPaymentsDueYearThree"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_FinanceLeaseLiabilityPaymentsDue_00fc2d77-e810-44b1-a9dd-9d3bf96a64f7" xlink:to="loc_us-gaap_FinanceLeaseLiabilityPaymentsDueYearThree_b06ff5d9-ec1b-4fc7-9d7f-d653d8d08bdd" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseLiabilityPaymentsDueYearFour_9f4d52d0-23e2-481f-b2e3-9bca9ee42768" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_FinanceLeaseLiabilityPaymentsDueYearFour"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_FinanceLeaseLiabilityPaymentsDue_00fc2d77-e810-44b1-a9dd-9d3bf96a64f7" xlink:to="loc_us-gaap_FinanceLeaseLiabilityPaymentsDueYearFour_9f4d52d0-23e2-481f-b2e3-9bca9ee42768" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseLiabilityPaymentsDueYearFive_bb8c811e-0bfb-4c58-8cec-29226346285d" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_FinanceLeaseLiabilityPaymentsDueYearFive"/>
    <link:calculationArc order="5" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_FinanceLeaseLiabilityPaymentsDue_00fc2d77-e810-44b1-a9dd-9d3bf96a64f7" xlink:to="loc_us-gaap_FinanceLeaseLiabilityPaymentsDueYearFive_bb8c811e-0bfb-4c58-8cec-29226346285d" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseLiabilityPaymentsDueAfterYearFive_9b74ccdb-03c7-48b8-aeb4-655cd18c36a6" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_FinanceLeaseLiabilityPaymentsDueAfterYearFive"/>
    <link:calculationArc order="6" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_FinanceLeaseLiabilityPaymentsDue_00fc2d77-e810-44b1-a9dd-9d3bf96a64f7" xlink:to="loc_us-gaap_FinanceLeaseLiabilityPaymentsDueAfterYearFive_9b74ccdb-03c7-48b8-aeb4-655cd18c36a6" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.cvrenergy.com/role/OtherCurrentLiabilitiesDetails" xlink:type="simple" xlink:href="cvi-20211231.xsd#OtherCurrentLiabilitiesDetails"/>
  <link:calculationLink xlink:role="http://www.cvrenergy.com/role/OtherCurrentLiabilitiesDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherLiabilitiesCurrent_1630ddee-d52c-4ee8-95b0-46740f459fd3" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_OtherLiabilitiesCurrent"/>
    <link:loc xlink:type="locator" xlink:label="loc_cvi_AccruedDerivativeLiabilitiesCurrent_14bb2c2f-f2d0-4e83-86cd-6a07b5512f33" xlink:href="cvi-20211231.xsd#cvi_AccruedDerivativeLiabilitiesCurrent"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OtherLiabilitiesCurrent_1630ddee-d52c-4ee8-95b0-46740f459fd3" xlink:to="loc_cvi_AccruedDerivativeLiabilitiesCurrent_14bb2c2f-f2d0-4e83-86cd-6a07b5512f33" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OperatingLeaseLiabilityCurrent_5e4439e4-2e89-4a8f-bb13-f15301bd111f" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_OperatingLeaseLiabilityCurrent"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OtherLiabilitiesCurrent_1630ddee-d52c-4ee8-95b0-46740f459fd3" xlink:to="loc_us-gaap_OperatingLeaseLiabilityCurrent_5e4439e4-2e89-4a8f-bb13-f15301bd111f" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_cvi_AccruedRenewableFuelStandardsObligationCurrent_4ae73d18-a984-4605-9e8d-c0238c1051f1" xlink:href="cvi-20211231.xsd#cvi_AccruedRenewableFuelStandardsObligationCurrent"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OtherLiabilitiesCurrent_1630ddee-d52c-4ee8-95b0-46740f459fd3" xlink:to="loc_cvi_AccruedRenewableFuelStandardsObligationCurrent_4ae73d18-a984-4605-9e8d-c0238c1051f1" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AccrualForTaxesOtherThanIncomeTaxesCurrent_a482225b-7e46-4006-b7f5-f9d02792744f" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_AccrualForTaxesOtherThanIncomeTaxesCurrent"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OtherLiabilitiesCurrent_1630ddee-d52c-4ee8-95b0-46740f459fd3" xlink:to="loc_us-gaap_AccrualForTaxesOtherThanIncomeTaxesCurrent_a482225b-7e46-4006-b7f5-f9d02792744f" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DeferredCompensationShareBasedArrangementsLiabilityCurrent_5adedf0f-60e5-4fa0-af6b-f82d5d6cd9fa" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_DeferredCompensationShareBasedArrangementsLiabilityCurrent"/>
    <link:calculationArc order="5" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OtherLiabilitiesCurrent_1630ddee-d52c-4ee8-95b0-46740f459fd3" xlink:to="loc_us-gaap_DeferredCompensationShareBasedArrangementsLiabilityCurrent_5adedf0f-60e5-4fa0-af6b-f82d5d6cd9fa" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_EmployeeRelatedLiabilitiesCurrent_c23d9323-91cd-4165-b801-b77691355783" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_EmployeeRelatedLiabilitiesCurrent"/>
    <link:calculationArc order="6" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OtherLiabilitiesCurrent_1630ddee-d52c-4ee8-95b0-46740f459fd3" xlink:to="loc_us-gaap_EmployeeRelatedLiabilitiesCurrent_c23d9323-91cd-4165-b801-b77691355783" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InterestPayableCurrent_83a00cc0-aee6-4dfd-9df8-2bdd9bccb7ee" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_InterestPayableCurrent"/>
    <link:calculationArc order="7" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OtherLiabilitiesCurrent_1630ddee-d52c-4ee8-95b0-46740f459fd3" xlink:to="loc_us-gaap_InterestPayableCurrent_83a00cc0-aee6-4dfd-9df8-2bdd9bccb7ee" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ContractWithCustomerLiabilityCurrent_71b10a3f-3adf-4d2b-973e-fc42b36e7891" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_ContractWithCustomerLiabilityCurrent"/>
    <link:calculationArc order="8" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OtherLiabilitiesCurrent_1630ddee-d52c-4ee8-95b0-46740f459fd3" xlink:to="loc_us-gaap_ContractWithCustomerLiabilityCurrent_71b10a3f-3adf-4d2b-973e-fc42b36e7891" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherAccruedLiabilitiesCurrent_d7802f47-dc6f-47f8-a367-1b02da4c9423" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_OtherAccruedLiabilitiesCurrent"/>
    <link:calculationArc order="9" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OtherLiabilitiesCurrent_1630ddee-d52c-4ee8-95b0-46740f459fd3" xlink:to="loc_us-gaap_OtherAccruedLiabilitiesCurrent_d7802f47-dc6f-47f8-a367-1b02da4c9423" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.cvrenergy.com/role/LongTermDebtandFinanceLeaseObligationsScheduleofLongtermDebtDetails" xlink:type="simple" xlink:href="cvi-20211231.xsd#LongTermDebtandFinanceLeaseObligationsScheduleofLongtermDebtDetails"/>
  <link:calculationLink xlink:role="http://www.cvrenergy.com/role/LongTermDebtandFinanceLeaseObligationsScheduleofLongtermDebtDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LongTermDebtAndCapitalLeaseObligations_8aa254d6-3202-4f38-b833-65ceee7019fd" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_LongTermDebtAndCapitalLeaseObligations"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DebtInstrumentUnamortizedDiscountPremiumAndDebtIssuanceCostsNet_8cb48341-1701-4e1d-ae6a-488f565d0dd8" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_DebtInstrumentUnamortizedDiscountPremiumAndDebtIssuanceCostsNet"/>
    <link:calculationArc order="1" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LongTermDebtAndCapitalLeaseObligations_8aa254d6-3202-4f38-b833-65ceee7019fd" xlink:to="loc_us-gaap_DebtInstrumentUnamortizedDiscountPremiumAndDebtIssuanceCostsNet_8cb48341-1701-4e1d-ae6a-488f565d0dd8" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_cvi_LongTermDebtExcludingCurrentMaturitiesGross_44cf513a-96e2-41de-9688-eedb3a87b0c3" xlink:href="cvi-20211231.xsd#cvi_LongTermDebtExcludingCurrentMaturitiesGross"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LongTermDebtAndCapitalLeaseObligations_8aa254d6-3202-4f38-b833-65ceee7019fd" xlink:to="loc_cvi_LongTermDebtExcludingCurrentMaturitiesGross_44cf513a-96e2-41de-9688-eedb3a87b0c3" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseLiabilityNoncurrent_23dbba7f-972d-48e3-90b3-eb47035daada" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_FinanceLeaseLiabilityNoncurrent"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LongTermDebtAndCapitalLeaseObligations_8aa254d6-3202-4f38-b833-65ceee7019fd" xlink:to="loc_us-gaap_FinanceLeaseLiabilityNoncurrent_23dbba7f-972d-48e3-90b3-eb47035daada" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LongTermDebtAndCapitalLeaseObligationsIncludingCurrentMaturities_4da18629-e3ad-401e-9927-97ba00091efb" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_LongTermDebtAndCapitalLeaseObligationsIncludingCurrentMaturities"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LongTermDebtAndCapitalLeaseObligationsCurrent_a04b0845-3504-4960-b00f-e70a0543327e" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_LongTermDebtAndCapitalLeaseObligationsCurrent"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LongTermDebtAndCapitalLeaseObligationsIncludingCurrentMaturities_4da18629-e3ad-401e-9927-97ba00091efb" xlink:to="loc_us-gaap_LongTermDebtAndCapitalLeaseObligationsCurrent_a04b0845-3504-4960-b00f-e70a0543327e" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LongTermDebtAndCapitalLeaseObligations_46971649-4679-420a-ab4d-3cfdf97a3898" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_LongTermDebtAndCapitalLeaseObligations"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LongTermDebtAndCapitalLeaseObligationsIncludingCurrentMaturities_4da18629-e3ad-401e-9927-97ba00091efb" xlink:to="loc_us-gaap_LongTermDebtAndCapitalLeaseObligations_46971649-4679-420a-ab4d-3cfdf97a3898" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LongTermDebtNoncurrent_6a155ff3-de59-433d-aea8-b27ceca01ed2" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_LongTermDebtNoncurrent"/>
    <link:loc xlink:type="locator" xlink:label="loc_cvi_LongTermDebtExcludingCurrentMaturitiesGross_1fd17126-9683-4a9a-8374-7fb6160bcecb" xlink:href="cvi-20211231.xsd#cvi_LongTermDebtExcludingCurrentMaturitiesGross"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LongTermDebtNoncurrent_6a155ff3-de59-433d-aea8-b27ceca01ed2" xlink:to="loc_cvi_LongTermDebtExcludingCurrentMaturitiesGross_1fd17126-9683-4a9a-8374-7fb6160bcecb" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DebtInstrumentUnamortizedDiscountPremiumAndDebtIssuanceCostsNet_9bcbe73a-a00d-450d-a5f9-c414e8d635e3" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_DebtInstrumentUnamortizedDiscountPremiumAndDebtIssuanceCostsNet"/>
    <link:calculationArc order="2" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LongTermDebtNoncurrent_6a155ff3-de59-433d-aea8-b27ceca01ed2" xlink:to="loc_us-gaap_DebtInstrumentUnamortizedDiscountPremiumAndDebtIssuanceCostsNet_9bcbe73a-a00d-450d-a5f9-c414e8d635e3" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.cvrenergy.com/role/RevenueRevenueDisaggregatedbyMajorProductDetails" xlink:type="simple" xlink:href="cvi-20211231.xsd#RevenueRevenueDisaggregatedbyMajorProductDetails"/>
  <link:calculationLink xlink:role="http://www.cvrenergy.com/role/RevenueRevenueDisaggregatedbyMajorProductDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_Revenues_1dcbda13-802d-48ed-9552-a550af7e4aa5" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_Revenues"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax_8ee9a90d-69e9-499c-9b37-1fec63590514" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Revenues_1dcbda13-802d-48ed-9552-a550af7e4aa5" xlink:to="loc_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax_8ee9a90d-69e9-499c-9b37-1fec63590514" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OperatingLeaseLeaseIncome_b69b65a3-9e75-4be9-ba06-2ea1fa6752f1" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_OperatingLeaseLeaseIncome"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Revenues_1dcbda13-802d-48ed-9552-a550af7e4aa5" xlink:to="loc_us-gaap_OperatingLeaseLeaseIncome_b69b65a3-9e75-4be9-ba06-2ea1fa6752f1" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.cvrenergy.com/role/DerivativeFinancialInstrumentsInvestmentsandFairValueMeasurementsScheduleofDerivativeOffsettingAssetsandLiabilitiesDetails" xlink:type="simple" xlink:href="cvi-20211231.xsd#DerivativeFinancialInstrumentsInvestmentsandFairValueMeasurementsScheduleofDerivativeOffsettingAssetsandLiabilitiesDetails"/>
  <link:calculationLink xlink:role="http://www.cvrenergy.com/role/DerivativeFinancialInstrumentsInvestmentsandFairValueMeasurementsScheduleofDerivativeOffsettingAssetsandLiabilitiesDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DerivativeLiabilities_e243788b-da52-42a4-ba61-00aa51c72e2a" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_DerivativeLiabilities"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DerivativeFairValueOfDerivativeLiability_6bb3794c-96ed-4713-860b-c7f6e7a9da4d" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_DerivativeFairValueOfDerivativeLiability"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_DerivativeLiabilities_e243788b-da52-42a4-ba61-00aa51c72e2a" xlink:to="loc_us-gaap_DerivativeFairValueOfDerivativeLiability_6bb3794c-96ed-4713-860b-c7f6e7a9da4d" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DerivativeLiabilityFairValueGrossAsset_72c06829-142f-4100-a229-925fc5aa3f8b" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_DerivativeLiabilityFairValueGrossAsset"/>
    <link:calculationArc order="2" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_DerivativeLiabilities_e243788b-da52-42a4-ba61-00aa51c72e2a" xlink:to="loc_us-gaap_DerivativeLiabilityFairValueGrossAsset_72c06829-142f-4100-a229-925fc5aa3f8b" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DerivativeAssets_0b657e87-0e19-402a-99ba-9314e434154b" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_DerivativeAssets"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DerivativeFairValueOfDerivativeAsset_94331f44-46d4-43f5-9f8d-0242c982f6d8" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_DerivativeFairValueOfDerivativeAsset"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_DerivativeAssets_0b657e87-0e19-402a-99ba-9314e434154b" xlink:to="loc_us-gaap_DerivativeFairValueOfDerivativeAsset_94331f44-46d4-43f5-9f8d-0242c982f6d8" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DerivativeAssetFairValueGrossLiability_c17312b5-178a-4b20-90ec-0bbf0c926a6c" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_DerivativeAssetFairValueGrossLiability"/>
    <link:calculationArc order="2" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_DerivativeAssets_0b657e87-0e19-402a-99ba-9314e434154b" xlink:to="loc_us-gaap_DerivativeAssetFairValueGrossLiability_c17312b5-178a-4b20-90ec-0bbf0c926a6c" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.cvrenergy.com/role/DerivativeFinancialInstrumentsInvestmentsandFairValueMeasurementsInvestmentsDetails" xlink:type="simple" xlink:href="cvi-20211231.xsd#DerivativeFinancialInstrumentsInvestmentsandFairValueMeasurementsInvestmentsDetails"/>
  <link:calculationLink xlink:role="http://www.cvrenergy.com/role/DerivativeFinancialInstrumentsInvestmentsandFairValueMeasurementsInvestmentsDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InvestmentIncomeNet_c0dd5bf5-e91c-444b-98ea-39c8c2604b16" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_InvestmentIncomeNet"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_MarketableSecuritiesUnrealizedGainLoss_db9c2df7-3a30-4ebc-9142-e286f7cec5cb" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_MarketableSecuritiesUnrealizedGainLoss"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_InvestmentIncomeNet_c0dd5bf5-e91c-444b-98ea-39c8c2604b16" xlink:to="loc_us-gaap_MarketableSecuritiesUnrealizedGainLoss_db9c2df7-3a30-4ebc-9142-e286f7cec5cb" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InvestmentIncomeDividend_3054d02d-cee0-4fd6-bff5-a0d6d6f1e078" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_InvestmentIncomeDividend"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_InvestmentIncomeNet_c0dd5bf5-e91c-444b-98ea-39c8c2604b16" xlink:to="loc_us-gaap_InvestmentIncomeDividend_3054d02d-cee0-4fd6-bff5-a0d6d6f1e078" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.cvrenergy.com/role/DerivativeFinancialInstrumentsInvestmentsandFairValueMeasurementsScheduleofAssetsandLiabilitiesMeasuredatFairValueonaRecurringBasisDetails" xlink:type="simple" xlink:href="cvi-20211231.xsd#DerivativeFinancialInstrumentsInvestmentsandFairValueMeasurementsScheduleofAssetsandLiabilitiesMeasuredatFairValueonaRecurringBasisDetails"/>
  <link:calculationLink xlink:role="http://www.cvrenergy.com/role/DerivativeFinancialInstrumentsInvestmentsandFairValueMeasurementsScheduleofAssetsandLiabilitiesMeasuredatFairValueonaRecurringBasisDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AssetsFairValueDisclosure_9bbeb475-fc60-4a29-925f-c49bf398ee3b" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_AssetsFairValueDisclosure"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InvestmentsFairValueDisclosure_4d7d78ff-080f-44ce-b3b8-c335d8e320ad" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_InvestmentsFairValueDisclosure"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_AssetsFairValueDisclosure_9bbeb475-fc60-4a29-925f-c49bf398ee3b" xlink:to="loc_us-gaap_InvestmentsFairValueDisclosure_4d7d78ff-080f-44ce-b3b8-c335d8e320ad" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LiabilitiesFairValueDisclosure_7adf767f-1b36-4359-8b8b-03ad11799389" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_LiabilitiesFairValueDisclosure"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LongTermDebtFairValue_36316b67-321c-4ccd-af0c-2d6e04273d5a" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_LongTermDebtFairValue"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesFairValueDisclosure_7adf767f-1b36-4359-8b8b-03ad11799389" xlink:to="loc_us-gaap_LongTermDebtFairValue_36316b67-321c-4ccd-af0c-2d6e04273d5a" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DerivativeLiabilitiesCurrent_585753a2-37d0-483e-860f-6c0b23508f8e" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_DerivativeLiabilitiesCurrent"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesFairValueDisclosure_7adf767f-1b36-4359-8b8b-03ad11799389" xlink:to="loc_us-gaap_DerivativeLiabilitiesCurrent_585753a2-37d0-483e-860f-6c0b23508f8e" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_cvi_NotesPayableAndFinanceLeaseObligationsCurrentFairValue_81dfb81f-844c-4d01-a686-afd7b6484307" xlink:href="cvi-20211231.xsd#cvi_NotesPayableAndFinanceLeaseObligationsCurrentFairValue"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesFairValueDisclosure_7adf767f-1b36-4359-8b8b-03ad11799389" xlink:to="loc_cvi_NotesPayableAndFinanceLeaseObligationsCurrentFairValue_81dfb81f-844c-4d01-a686-afd7b6484307" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherLiabilitiesFairValueDisclosure_ffbbdd1d-e344-4aa4-8915-4fa346d817ea" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_OtherLiabilitiesFairValueDisclosure"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesFairValueDisclosure_7adf767f-1b36-4359-8b8b-03ad11799389" xlink:to="loc_us-gaap_OtherLiabilitiesFairValueDisclosure_ffbbdd1d-e344-4aa4-8915-4fa346d817ea" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.cvrenergy.com/role/IncomeTaxesScheduleofIncomeTaxBenefitExpenseDetails" xlink:type="simple" xlink:href="cvi-20211231.xsd#IncomeTaxesScheduleofIncomeTaxBenefitExpenseDetails"/>
  <link:calculationLink xlink:role="http://www.cvrenergy.com/role/IncomeTaxesScheduleofIncomeTaxBenefitExpenseDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncomeTaxExpenseBenefit_d1e1061d-c1f0-4c55-8c49-654ea8271787" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_IncomeTaxExpenseBenefit"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CurrentIncomeTaxExpenseBenefit_6fc42652-9b69-4420-a382-f4eaa966e9a5" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_CurrentIncomeTaxExpenseBenefit"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_IncomeTaxExpenseBenefit_d1e1061d-c1f0-4c55-8c49-654ea8271787" xlink:to="loc_us-gaap_CurrentIncomeTaxExpenseBenefit_6fc42652-9b69-4420-a382-f4eaa966e9a5" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DeferredIncomeTaxExpenseBenefit_208f904b-3805-4bfd-ab09-45d779ef130d" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_DeferredIncomeTaxExpenseBenefit"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_IncomeTaxExpenseBenefit_d1e1061d-c1f0-4c55-8c49-654ea8271787" xlink:to="loc_us-gaap_DeferredIncomeTaxExpenseBenefit_208f904b-3805-4bfd-ab09-45d779ef130d" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CurrentIncomeTaxExpenseBenefit_50db2e54-4946-4855-9de1-385650730967" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_CurrentIncomeTaxExpenseBenefit"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CurrentFederalTaxExpenseBenefit_dc04dad2-352e-4b1c-9c08-cbe57eb748c3" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_CurrentFederalTaxExpenseBenefit"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_CurrentIncomeTaxExpenseBenefit_50db2e54-4946-4855-9de1-385650730967" xlink:to="loc_us-gaap_CurrentFederalTaxExpenseBenefit_dc04dad2-352e-4b1c-9c08-cbe57eb748c3" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CurrentStateAndLocalTaxExpenseBenefit_016adfe7-4d64-4101-b780-8b0f2a40b74e" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_CurrentStateAndLocalTaxExpenseBenefit"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_CurrentIncomeTaxExpenseBenefit_50db2e54-4946-4855-9de1-385650730967" xlink:to="loc_us-gaap_CurrentStateAndLocalTaxExpenseBenefit_016adfe7-4d64-4101-b780-8b0f2a40b74e" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DeferredIncomeTaxExpenseBenefit_bb46c5f1-8e06-45d8-bcc9-0a1223021e36" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_DeferredIncomeTaxExpenseBenefit"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DeferredFederalIncomeTaxExpenseBenefit_155551b1-191a-4bab-b952-261ae05891a1" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_DeferredFederalIncomeTaxExpenseBenefit"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_DeferredIncomeTaxExpenseBenefit_bb46c5f1-8e06-45d8-bcc9-0a1223021e36" xlink:to="loc_us-gaap_DeferredFederalIncomeTaxExpenseBenefit_155551b1-191a-4bab-b952-261ae05891a1" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DeferredStateAndLocalIncomeTaxExpenseBenefit_d8b2b8ff-6771-4b99-8377-c3f6e1e5de18" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_DeferredStateAndLocalIncomeTaxExpenseBenefit"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_DeferredIncomeTaxExpenseBenefit_bb46c5f1-8e06-45d8-bcc9-0a1223021e36" xlink:to="loc_us-gaap_DeferredStateAndLocalIncomeTaxExpenseBenefit_d8b2b8ff-6771-4b99-8377-c3f6e1e5de18" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.cvrenergy.com/role/IncomeTaxesReconciliationofTotalIncomeTaxBenefitExpenseDetails" xlink:type="simple" xlink:href="cvi-20211231.xsd#IncomeTaxesReconciliationofTotalIncomeTaxBenefitExpenseDetails"/>
  <link:calculationLink xlink:role="http://www.cvrenergy.com/role/IncomeTaxesReconciliationofTotalIncomeTaxBenefitExpenseDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncomeTaxExpenseBenefit_9a72ae4e-0e69-4d4c-93e3-505303513ad5" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_IncomeTaxExpenseBenefit"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncomeTaxReconciliationTaxCreditsInvestment_bdfdc405-ec9c-46b1-b38f-cfc769ef42ec" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_IncomeTaxReconciliationTaxCreditsInvestment"/>
    <link:calculationArc order="1" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_IncomeTaxExpenseBenefit_9a72ae4e-0e69-4d4c-93e3-505303513ad5" xlink:to="loc_us-gaap_IncomeTaxReconciliationTaxCreditsInvestment_bdfdc405-ec9c-46b1-b38f-cfc769ef42ec" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncomeTaxReconciliationStateAndLocalIncomeTaxes_1f47d974-e4ee-458a-9d37-1d50fb142186" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_IncomeTaxReconciliationStateAndLocalIncomeTaxes"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_IncomeTaxExpenseBenefit_9a72ae4e-0e69-4d4c-93e3-505303513ad5" xlink:to="loc_us-gaap_IncomeTaxReconciliationStateAndLocalIncomeTaxes_1f47d974-e4ee-458a-9d37-1d50fb142186" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncomeTaxReconciliationIncomeTaxExpenseBenefitAtFederalStatutoryIncomeTaxRate_3dfdb837-3802-45cd-b4d9-f19f517622d5" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_IncomeTaxReconciliationIncomeTaxExpenseBenefitAtFederalStatutoryIncomeTaxRate"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_IncomeTaxExpenseBenefit_9a72ae4e-0e69-4d4c-93e3-505303513ad5" xlink:to="loc_us-gaap_IncomeTaxReconciliationIncomeTaxExpenseBenefitAtFederalStatutoryIncomeTaxRate_3dfdb837-3802-45cd-b4d9-f19f517622d5" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncomeTaxReconciliationOtherReconcilingItems_de40e6d1-e026-4853-ba2b-8af1ef717e8d" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_IncomeTaxReconciliationOtherReconcilingItems"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_IncomeTaxExpenseBenefit_9a72ae4e-0e69-4d4c-93e3-505303513ad5" xlink:to="loc_us-gaap_IncomeTaxReconciliationOtherReconcilingItems_de40e6d1-e026-4853-ba2b-8af1ef717e8d" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncomeTaxReconciliationMinorityInterestIncomeExpense_5c61f5c8-c305-4a92-b293-77c72e23fc6e" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_IncomeTaxReconciliationMinorityInterestIncomeExpense"/>
    <link:calculationArc order="5" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_IncomeTaxExpenseBenefit_9a72ae4e-0e69-4d4c-93e3-505303513ad5" xlink:to="loc_us-gaap_IncomeTaxReconciliationMinorityInterestIncomeExpense_5c61f5c8-c305-4a92-b293-77c72e23fc6e" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncomeTaxReconciliationNondeductibleExpenseImpairmentLosses_da287a2b-6254-458b-af7a-367fb4b93669" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_IncomeTaxReconciliationNondeductibleExpenseImpairmentLosses"/>
    <link:calculationArc order="6" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_IncomeTaxExpenseBenefit_9a72ae4e-0e69-4d4c-93e3-505303513ad5" xlink:to="loc_us-gaap_IncomeTaxReconciliationNondeductibleExpenseImpairmentLosses_da287a2b-6254-458b-af7a-367fb4b93669" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncomeTaxReconciliationChangeInEnactedTaxRate_7ca929eb-6f85-4faa-a27d-30fd8c9769be" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_IncomeTaxReconciliationChangeInEnactedTaxRate"/>
    <link:calculationArc order="7" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_IncomeTaxExpenseBenefit_9a72ae4e-0e69-4d4c-93e3-505303513ad5" xlink:to="loc_us-gaap_IncomeTaxReconciliationChangeInEnactedTaxRate_7ca929eb-6f85-4faa-a27d-30fd8c9769be" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.cvrenergy.com/role/IncomeTaxesScheduleofIncomeTaxEffectofTemporaryDifferencesDetails" xlink:type="simple" xlink:href="cvi-20211231.xsd#IncomeTaxesScheduleofIncomeTaxEffectofTemporaryDifferencesDetails"/>
  <link:calculationLink xlink:role="http://www.cvrenergy.com/role/IncomeTaxesScheduleofIncomeTaxEffectofTemporaryDifferencesDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DeferredTaxLiabilities_72a71236-f45f-4bcc-8473-576869564061" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_DeferredTaxLiabilities"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DeferredTaxAssetsGross_3faa8e91-3bb2-45bf-a4d6-7f557bf5d160" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_DeferredTaxAssetsGross"/>
    <link:calculationArc order="1" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_DeferredTaxLiabilities_72a71236-f45f-4bcc-8473-576869564061" xlink:to="loc_us-gaap_DeferredTaxAssetsGross_3faa8e91-3bb2-45bf-a4d6-7f557bf5d160" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DeferredIncomeTaxLiabilities_858cc48b-dba1-487c-846f-54a87b83a7c9" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_DeferredIncomeTaxLiabilities"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_DeferredTaxLiabilities_72a71236-f45f-4bcc-8473-576869564061" xlink:to="loc_us-gaap_DeferredIncomeTaxLiabilities_858cc48b-dba1-487c-846f-54a87b83a7c9" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DeferredIncomeTaxLiabilities_73150b83-a597-4626-bbd2-789ac26e86ef" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_DeferredIncomeTaxLiabilities"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DeferredTaxLiabilitiesOther_16e3cda2-4d2d-4692-91a4-1675a6d7fa31" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_DeferredTaxLiabilitiesOther"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_DeferredIncomeTaxLiabilities_73150b83-a597-4626-bbd2-789ac26e86ef" xlink:to="loc_us-gaap_DeferredTaxLiabilitiesOther_16e3cda2-4d2d-4692-91a4-1675a6d7fa31" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DeferredTaxLiabilitiesUnrealizedGainsOnTradingSecurities_f768ccd7-45a1-4e08-919c-bb1673b19fd3" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_DeferredTaxLiabilitiesUnrealizedGainsOnTradingSecurities"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_DeferredIncomeTaxLiabilities_73150b83-a597-4626-bbd2-789ac26e86ef" xlink:to="loc_us-gaap_DeferredTaxLiabilitiesUnrealizedGainsOnTradingSecurities_f768ccd7-45a1-4e08-919c-bb1673b19fd3" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_cvi_DeferredTaxLiabilitiesInvestmentInPartnership_bc0bc3a9-6e68-4971-b5ae-1c8e7257a01b" xlink:href="cvi-20211231.xsd#cvi_DeferredTaxLiabilitiesInvestmentInPartnership"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_DeferredIncomeTaxLiabilities_73150b83-a597-4626-bbd2-789ac26e86ef" xlink:to="loc_cvi_DeferredTaxLiabilitiesInvestmentInPartnership_bc0bc3a9-6e68-4971-b5ae-1c8e7257a01b" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DeferredTaxAssetsGross_61e7b138-7e51-4e23-ba12-276752d924ed" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_DeferredTaxAssetsGross"/>
    <link:loc xlink:type="locator" xlink:label="loc_cvi_DeferredTaxAssetsStateTaxCreditCarryforwards_7a28fb59-3b39-4a92-9981-1a0b5cd6d632" xlink:href="cvi-20211231.xsd#cvi_DeferredTaxAssetsStateTaxCreditCarryforwards"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_DeferredTaxAssetsGross_61e7b138-7e51-4e23-ba12-276752d924ed" xlink:to="loc_cvi_DeferredTaxAssetsStateTaxCreditCarryforwards_7a28fb59-3b39-4a92-9981-1a0b5cd6d632" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DeferredTaxAssetsTaxDeferredExpenseCompensationAndBenefits_d323cd29-0d57-403e-b58f-d4f162ae3c01" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_DeferredTaxAssetsTaxDeferredExpenseCompensationAndBenefits"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_DeferredTaxAssetsGross_61e7b138-7e51-4e23-ba12-276752d924ed" xlink:to="loc_us-gaap_DeferredTaxAssetsTaxDeferredExpenseCompensationAndBenefits_d323cd29-0d57-403e-b58f-d4f162ae3c01" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DeferredTaxAssetsOperatingLossCarryforwards_64fcbd58-2a1f-4ac0-a169-5c634ccea4f2" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_DeferredTaxAssetsOperatingLossCarryforwards"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_DeferredTaxAssetsGross_61e7b138-7e51-4e23-ba12-276752d924ed" xlink:to="loc_us-gaap_DeferredTaxAssetsOperatingLossCarryforwards_64fcbd58-2a1f-4ac0-a169-5c634ccea4f2" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.cvrenergy.com/role/CommitmentsandContingenciesScheduleofMinimumRequiredPaymentsforUnconditionalPurchaseObligationsDetails" xlink:type="simple" xlink:href="cvi-20211231.xsd#CommitmentsandContingenciesScheduleofMinimumRequiredPaymentsforUnconditionalPurchaseObligationsDetails"/>
  <link:calculationLink xlink:role="http://www.cvrenergy.com/role/CommitmentsandContingenciesScheduleofMinimumRequiredPaymentsforUnconditionalPurchaseObligationsDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceSheetAmount_13151dc7-c733-4ee9-849c-82dec796d446" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceSheetAmount"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceOnFirstAnniversary_09314139-0691-4280-978a-0693fa50646e" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceOnFirstAnniversary"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceSheetAmount_13151dc7-c733-4ee9-849c-82dec796d446" xlink:to="loc_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceOnFirstAnniversary_09314139-0691-4280-978a-0693fa50646e" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceOnSecondAnniversary_36e75a82-b32f-4caf-91f0-07834f43a691" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceOnSecondAnniversary"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceSheetAmount_13151dc7-c733-4ee9-849c-82dec796d446" xlink:to="loc_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceOnSecondAnniversary_36e75a82-b32f-4caf-91f0-07834f43a691" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceOnThirdAnniversary_00b90eac-5df9-40c3-a4a9-184e610e4906" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceOnThirdAnniversary"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceSheetAmount_13151dc7-c733-4ee9-849c-82dec796d446" xlink:to="loc_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceOnThirdAnniversary_00b90eac-5df9-40c3-a4a9-184e610e4906" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceOnFourthAnniversary_ee64a21f-87c4-4afc-b9ec-6626f38804d3" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceOnFourthAnniversary"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceSheetAmount_13151dc7-c733-4ee9-849c-82dec796d446" xlink:to="loc_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceOnFourthAnniversary_ee64a21f-87c4-4afc-b9ec-6626f38804d3" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceOnFifthAnniversary_2df5c3d9-d13c-4bef-9d7b-61dc231d9e08" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceOnFifthAnniversary"/>
    <link:calculationArc order="5" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceSheetAmount_13151dc7-c733-4ee9-849c-82dec796d446" xlink:to="loc_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceOnFifthAnniversary_2df5c3d9-d13c-4bef-9d7b-61dc231d9e08" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_UnrecordedUnconditionalPurchaseObligationDueAfterFiveYears_86c51262-5b25-432b-b21a-68f624ffc35f" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_UnrecordedUnconditionalPurchaseObligationDueAfterFiveYears"/>
    <link:calculationArc order="6" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_UnrecordedUnconditionalPurchaseObligationBalanceSheetAmount_13151dc7-c733-4ee9-849c-82dec796d446" xlink:to="loc_us-gaap_UnrecordedUnconditionalPurchaseObligationDueAfterFiveYears_86c51262-5b25-432b-b21a-68f624ffc35f" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.cvrenergy.com/role/SupplementalCashFlowInformationCashCashEquivalentsandRestrictedCashDetails" xlink:type="simple" xlink:href="cvi-20211231.xsd#SupplementalCashFlowInformationCashCashEquivalentsandRestrictedCashDetails"/>
  <link:calculationLink xlink:role="http://www.cvrenergy.com/role/SupplementalCashFlowInformationCashCashEquivalentsandRestrictedCashDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents_d1d60bc3-ab44-4c54-9c06-40618a8b535c" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_RestrictedCash_3742312d-981c-415d-8a8c-fe98a2115568" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_RestrictedCash"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents_d1d60bc3-ab44-4c54-9c06-40618a8b535c" xlink:to="loc_us-gaap_RestrictedCash_3742312d-981c-415d-8a8c-fe98a2115568" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CashAndCashEquivalentsAtCarryingValue_89e50747-39ea-40c3-9203-0ac75d6eb24d" xlink:href="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd#us-gaap_CashAndCashEquivalentsAtCarryingValue"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents_d1d60bc3-ab44-4c54-9c06-40618a8b535c" xlink:to="loc_us-gaap_CashAndCashEquivalentsAtCarryingValue_89e50747-39ea-40c3-9203-0ac75d6eb24d" xlink:type="arc"/>
  </link:calculationLink>
</link:linkbase>
