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CONSOLIDATED STATEMENTS OF OPERATIONS AND COMPREHENSIVE LOSS (Parenthetical) - USD ($) $ in Thousands | 12 Months Ended
--- | ---
Dec. 31, 2024 | Dec. 31, 2023 | Dec. 31, 2022
Revenues | [1] | $ 356,047 | $ 371,343 | $ 376,423
Cost of revenues | [1],[2],[3] | 208,708 | 205,580 | 205,294
Convertible redeemable preferred stock dividends | [1] | (17,600) | (16,270) | (15,513)
Stock-based compensation expense |  | 3,191 | 4,535 | 8,178
Cost of revenues |  |  |  |
Stock-based compensation expense |  | 221 | 533 | 1,144
Selling and marketing |  |  |  |
Stock-based compensation expense |  | 126 | 380 | 1,021
Research and development |  |  |  |
Stock-based compensation expense |  | 161 | 411 | 827
General and administrative |  |  |  |
Stock-based compensation expense |  | 2,683 | 3,211 | 5,186
Related Party |  |  |  |
Revenues |  | 10,217 | 11,420 | 14,934
Convertible redeemable preferred stock dividends |  | (17,600) | (16,270) | (15,513)
Related Party | Cost of revenues |  |  |  |
Cost of revenues |  | $ 30,450 | $ 29,265 | $ 26,971
[1] | Transactions with related parties are included in the line items above as follows (refer to Footnote 13, Related Party Transactions, for further information):
|  | Years Ended December 31,
|  | 2024 |  | 2023 |  | 2022
Revenues |  | $ | 10,217 |  |  | $ | 11,420 |  |  | $ | 14,934 |
Cost of revenues |  | 30,450 |  |  | 29,265 |  |  | 26,971 |
Convertible redeemable preferred stock dividends |  | (17,600) |  |  | (16,270) |  |  | (15,513) |
[2] | Excludes amortization of intangible assets, which is presented separately in the Consolidated Statements of Operations and Comprehensive Loss.
[3] | Stock-based compensation expense is included in the line items above as follows:
|  | Years Ended December 31,
|  | 2024 |  | 2023 |  | 2022
Cost of revenues |  | $ | 221 |  |  | $ | 533 |  |  | $ | 1,144 |
Selling and marketing |  | 126 |  |  | 380 |  |  | 1,021 |
Research and development |  | 161 |  |  | 411 |  |  | 827 |
General and administrative |  | 2,683 |  |  | 3,211 |  |  | 5,186 |
Total stock-based compensation expense |  | $ | 3,191 |  |  | $ | 4,535 |  |  | $ | 8,178 |

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