cost usd per task: 32.79 · effort: max · harness: Cursor production agent · output tokens per task: 352794 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 218 · Tools enabled
Cursor ↗Best LLMs for coding in Cursor
CursorBenchTests whether an agent can complete ambiguous, multi-file coding tasks from real Cursor sessions, helping you choose a model for client development work with less step-by-step direction. Scores, effort levels and task costs are specific to Cursor's agent setup.
| Model / creator | Version | Reported score |
|---|---|---|
| 4.0 / Cursor agent | 60% | |
| 4.0 / Cursor agent | 57.8% | |
| 4.0 / Cursor agent | 55.5% | |
| 4.0 / Cursor agent | 52.9% | |
| 4.0 / Cursor agent | 51.8% | |
| 4.0 / Cursor agent | 48.4% | |
| 4.0 / Cursor agent | 47.7% | |
| 4.0 / Cursor agent | 46.6% | |
| 4.0 / Cursor agent | 46.3% | |
| 4.0 / Cursor agent | 42.6% | |
| 4.0 / Cursor agent | 41.7% | |
| 4.0 / Cursor agent | 41.6% | |
| 4.0 / Cursor agent | 41.3% | |
| 4.0 / Cursor agent | 39.6% | |
| 4.0 / Cursor agent | 36.8% | |
| 4.0 / Cursor agent | 35.9% | |
| 4.0 / Cursor agent | 34.1% |
View all 75 published reports
cost usd per task: 13.43 · effort: max · harness: Cursor production agent · output tokens per task: 218363 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 185 · Tools enabled
Cursor ↗cost usd per task: 9.7 · effort: high · harness: Cursor production agent · output tokens per task: 99259 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 69 · Tools enabled
Cursor ↗cost usd per task: 15.48 · effort: xhigh · harness: Cursor production agent · output tokens per task: 161251 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 108 · Tools enabled
Cursor ↗cost usd per task: 3.97 · effort: high · harness: Cursor production agent · output tokens per task: 53078 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 68 · Tools enabled
Cursor ↗cost usd per task: 6.98 · effort: xhigh · harness: Cursor production agent · output tokens per task: 101083 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 109 · Tools enabled
Cursor ↗cost usd per task: 7.05 · effort: max · harness: Cursor production agent · output tokens per task: 271920 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 170 · Tools enabled
Cursor ↗cost usd per task: 4.66 · effort: medium · harness: Cursor production agent · output tokens per task: 44103 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 35 · Tools enabled
Cursor ↗cost usd per task: 3.94 · effort: low · harness: Cursor production agent · output tokens per task: 36616 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 30 · Tools enabled
Cursor ↗cost usd per task: 2.81 · effort: xhigh · harness: Cursor production agent · output tokens per task: 100158 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 78 · Tools enabled
Cursor ↗cost usd per task: 4.57 · effort: high · harness: Cursor production agent · output tokens per task: 109500 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 118 · Tools enabled
Cursor ↗cost usd per task: 4.39 · effort: medium · harness: Cursor production agent · output tokens per task: 103600 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 115 · Tools enabled
Cursor ↗cost usd per task: 2.91 · effort: medium · harness: Cursor production agent · output tokens per task: 37954 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 54 · Tools enabled
Cursor ↗cost usd per task: 17.28 · effort: max · harness: Cursor production agent · output tokens per task: 117236 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 128 · Tools enabled
Cursor ↗cost usd per task: 13.01 · effort: xhigh · harness: Cursor production agent · output tokens per task: 87294 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 101 · Tools enabled
Cursor ↗cost usd per task: 4.09 · effort: low · harness: Cursor production agent · output tokens per task: 94200 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 110 · Tools enabled
Cursor ↗cost usd per task: 9.08 · effort: high · harness: Cursor production agent · output tokens per task: 58438 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 77 · Tools enabled
Cursor ↗cost usd per task: 1.12 · effort: max · harness: Cursor production agent · output tokens per task: 325934 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 163 · Tools enabled
Cursor ↗cost usd per task: 1.2 · effort: high · harness: Cursor production agent · output tokens per task: 37391 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 41 · Tools enabled
Cursor ↗cost usd per task: 0.98 · effort: max · harness: Cursor production agent · output tokens per task: 537047 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 187 · Tools enabled
Cursor ↗cost usd per task: 7.05 · effort: medium · harness: Cursor production agent · output tokens per task: 45411 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 63 · Tools enabled
Cursor ↗cost usd per task: 11.95 · effort: max · harness: Cursor production agent · output tokens per task: 85384 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 106 · Tools enabled
Cursor ↗cost usd per task: 0.8 · effort: medium · harness: Cursor production agent · output tokens per task: 398255 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 189 · Tools enabled
Cursor ↗cost usd per task: 6.01 · effort: xhigh · harness: Cursor production agent · output tokens per task: 70141 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 88 · Tools enabled
Cursor ↗cost usd per task: 11.43 · effort: xhigh · harness: Cursor production agent · output tokens per task: 80094 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 103 · Tools enabled
Cursor ↗cost usd per task: 0.77 · effort: high · harness: Cursor production agent · output tokens per task: 385196 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 186 · Tools enabled
Cursor ↗cost usd per task: 5.44 · effort: low · harness: Cursor production agent · output tokens per task: 34795 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 51 · Tools enabled
Cursor ↗cost usd per task: 0.6 · effort: low · harness: Cursor production agent · output tokens per task: 290651 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 161 · Tools enabled
Cursor ↗cost usd per task: 9 · effort: high · harness: Cursor production agent · output tokens per task: 61405 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 86 · Tools enabled
Cursor ↗cost usd per task: 0.56 · effort: xhigh · harness: Cursor production agent · output tokens per task: 143813 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 93 · Tools enabled
Cursor ↗cost usd per task: 4.69 · effort: high · harness: Cursor production agent · output tokens per task: 56382 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 71 · Tools enabled
Cursor ↗cost usd per task: 1.17 · effort: low · harness: Cursor production agent · output tokens per task: 15811 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 28 · Tools enabled
Cursor ↗cost usd per task: 6.94 · effort: medium · harness: Cursor production agent · output tokens per task: 45272 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 72 · Tools enabled
Cursor ↗cost usd per task: 5.05 · effort: max · harness: Cursor production agent · output tokens per task: 96387 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 166 · Tools enabled
Cursor ↗cost usd per task: 0.32 · effort: high · harness: Cursor production agent · output tokens per task: 77057 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 59 · Tools enabled
Cursor ↗cost usd per task: 8.23 · effort: max · harness: Cursor production agent · output tokens per task: 42944 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 99 · Tools enabled
Cursor ↗cost usd per task: 2.64 · effort: max · harness: Cursor production agent · output tokens per task: 52005 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 98 · Tools enabled
Cursor ↗cost usd per task: 3.49 · effort: medium · harness: Cursor production agent · output tokens per task: 36683 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 60 · Tools enabled
Cursor ↗cost usd per task: 5.14 · effort: max · harness: Cursor production agent · output tokens per task: 60814 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 107 · Tools enabled
Cursor ↗cost usd per task: 4.87 · effort: low · harness: Cursor production agent · output tokens per task: 31995 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 57 · Tools enabled
Cursor ↗cost usd per task: 4.7 · effort: high · harness: Cursor production agent · output tokens per task: 162565 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 324 · Tools enabled
Cursor ↗cost usd per task: 0.52 · effort: medium · harness: Cursor production agent · output tokens per task: 16036 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 22 · Tools enabled
Cursor ↗cost usd per task: 3.24 · effort: high · harness: Cursor production agent · output tokens per task: 60031 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 114 · Tools enabled
Cursor ↗cost usd per task: 4.4 · effort: xhigh · harness: Cursor production agent · output tokens per task: 24729 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 55 · Tools enabled
Cursor ↗cost usd per task: 2.1 · effort: xhigh · harness: Cursor production agent · output tokens per task: 40891 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 83 · Tools enabled
Cursor ↗cost usd per task: 4.06 · effort: medium · harness: Cursor production agent · output tokens per task: 128364 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 290 · Tools enabled
Cursor ↗cost usd per task: 0.17 · effort: medium · harness: Cursor production agent · output tokens per task: 42659 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 39 · Tools enabled
Cursor ↗cost usd per task: 0.39 · effort: max · harness: Cursor production agent · output tokens per task: 56410 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 118 · Tools enabled
Cursor ↗cost usd per task: 1.03 · effort: max · harness: Cursor production agent · output tokens per task: 87284 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 208 · Tools enabled
Cursor ↗cost usd per task: 0.37 · effort: low · harness: Cursor production agent · output tokens per task: 11668 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 18 · Tools enabled
Cursor ↗cost usd per task: 2.85 · effort: high · harness: Cursor production agent · output tokens per task: 16174 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 41 · Tools enabled
Cursor ↗cost usd per task: 7.17 · effort: max · harness: Cursor production agent · output tokens per task: 149257 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 140 · Tools enabled
Cursor ↗cost usd per task: 1.81 · effort: xhigh · harness: Cursor production agent · output tokens per task: 23436 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 43 · Tools enabled
Cursor ↗cost usd per task: 1.66 · effort: high · harness: Cursor production agent · output tokens per task: 30654 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 69 · Tools enabled
Cursor ↗cost usd per task: 2.04 · effort: low · harness: Cursor production agent · output tokens per task: 31983 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 81 · Tools enabled
Cursor ↗cost usd per task: 1.58 · effort: low · harness: Cursor production agent · output tokens per task: 15677 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 40 · Tools enabled
Cursor ↗cost usd per task: 0.44 · effort: xhigh · harness: Cursor production agent · output tokens per task: 40598 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 98 · Tools enabled
Cursor ↗cost usd per task: 1.49 · effort: medium · harness: Cursor production agent · output tokens per task: 27255 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 64 · Tools enabled
Cursor ↗cost usd per task: 4.55 · effort: xhigh · harness: Cursor production agent · output tokens per task: 83373 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 102 · Tools enabled
Cursor ↗cost usd per task: 0.25 · effort: high · harness: Cursor production agent · output tokens per task: 35104 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 84 · Tools enabled
Cursor ↗cost usd per task: 1.77 · effort: medium · harness: Cursor production agent · output tokens per task: 10111 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 32 · Tools enabled
Cursor ↗cost usd per task: 0.08 · effort: low · harness: Cursor production agent · output tokens per task: 23382 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 25 · Tools enabled
Cursor ↗cost usd per task: 3.48 · effort: high · harness: Cursor production agent · output tokens per task: 61146 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 85 · Tools enabled
Cursor ↗cost usd per task: 1.11 · effort: high · harness: Cursor production agent · output tokens per task: 13162 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 33 · Tools enabled
Cursor ↗cost usd per task: 0.25 · effort: high · harness: Cursor production agent · output tokens per task: 23368 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 64 · Tools enabled
Cursor ↗cost usd per task: 0.93 · effort: low · harness: Cursor production agent · output tokens per task: 17483 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 47 · Tools enabled
Cursor ↗cost usd per task: 2.31 · effort: medium · harness: Cursor production agent · output tokens per task: 39114 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 65 · Tools enabled
Cursor ↗cost usd per task: 0.64 · effort: medium · harness: Cursor production agent · output tokens per task: 7307 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 25 · Tools enabled
Cursor ↗cost usd per task: 0.15 · effort: low · harness: Cursor production agent · output tokens per task: 17831 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 58 · Tools enabled
Cursor ↗cost usd per task: 0.52 · effort: low · harness: Cursor production agent · output tokens per task: 5914 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 23 · Tools enabled
Cursor ↗cost usd per task: 0.87 · effort: low · harness: Cursor production agent · output tokens per task: 4885 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 21 · Tools enabled
Cursor ↗cost usd per task: 0.56 · effort: minimal · harness: Cursor production agent · output tokens per task: 10620 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 34 · Tools enabled
Cursor ↗cost usd per task: 1.39 · effort: low · harness: Cursor production agent · output tokens per task: 23772 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 46 · Tools enabled
Cursor ↗cost usd per task: 0.08 · effort: medium · harness: Cursor production agent · output tokens per task: 7642 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 32 · Tools enabled
Cursor ↗cost usd per task: 0.03 · effort: low · harness: Cursor production agent · output tokens per task: 3288 · Publisher table observed November 9; row publication date unspecified; current harness may differ from earlier system cards; small score differences may not be significant. · steps per task: 18 · Tools enabled
Cursor ↗