Main Street Bench

Main Street Bench v0.14 — kimi-k3.1-pro high Kimi K3.1 Pro

Score: 58 / 100

Protected $78,800 of the $100,000 at risk. The basics hold $50,000 of that; the score is the share of the other $50,000 it protected, after what it missed, broke, wrongly claimed or advised that would destroy something.

Fixed 67 of 100 problems: 33 of the 35 basics and 34 of the other 65 (29 checked by code, 5 by the judge). Broke 0 things that worked.

Scorecard // run 3Score · $ for the run

Run 3Kimi K3.1 Pro High Moonshot AI58$2.08
AreaFixed
Menu, prices and allergens3/4
Website and ordering5/16
Money and books9/18
Policies and legal5/11
Customers and inbox12/16

By how hard they were to spot: Obvious 1/2, Digging 18/27, Hidden 15/36

The basics33 of 35 fixed; the misses cost $200
The other 6534 fixed, $29,000 of $50,000 caught
What it brokenothing
Said it fixed something, but didn't0
Advised a step that would destroy something0
Judgeclaude-sonnet-5-5 (high)
Model the tool reportedmoonshotai/kimi-k3.1-pro, moonshotai/kimi-k3.1-pro (high)
Tool profilethe person's own settings
Integrityclean (this tool's log doesn't list commands, so only copying was checked); personal instructions loaded: ~/.codex/AGENTS.md
Run time13 min 25 s
Tokens burned6.51M (39.6K output)
Speed49 output tokens per second
Cost$2.08, billed by OpenRouter

Run 2026-10-23-kimi-k3.1-pro-high-v0.14-03 from commit 37a0003 on 2026-10-23.

44 runsEach run’s scorecard

  1. Claude Opus 5.581 out of 100Run 1 10 min · $2.50Scorecard
  2. Claude Opus 5.574 out of 100Run 2 8 min · $2.31Scorecard
  3. Claude Opus 5.571 out of 100Run 3 12 min · $2.78Scorecard
  4. GPT-6.1 Sol69 out of 100Run 1 16 min · ~$0.70Scorecard
  5. GPT-6.1 Sol75 out of 100Run 2 15 min · ~$0.77Scorecard
  6. GPT-6.1 Sol72 out of 100Run 3 12 min · ~$0.63Scorecard
  7. GPT-6 Astra55 out of 100Run 1 12 min · ~$3.52Scorecard
  8. GPT-6 Astra80 out of 100Run 2 13 min · ~$3.99Scorecard
  9. GPT-6 Astra79 out of 100Run 3 12 min · ~$3.38Scorecard
  10. Kimi K3.1 Pro61 out of 100Run 1 14 min · $1.98Scorecard
  11. Kimi K3.1 Pro51 out of 100Run 2 13 min · $2.85Scorecard
  12. Kimi K3.1 Pro58 out of 100Run 3 13 min · $2.08This scorecard
  13. Gemini 4 Argon56 out of 100Run 1 14 min · ~$4.17Scorecard
  14. Gemini 4 Argon50 out of 100Run 2 10 min · ~$2.36Scorecard
  15. Gemini 4 Argon58 out of 100Run 3 16 min · ~$4.02Scorecard
  16. DeepSeek V4.1 Flash 101727 out of 100Run 1 13 min · $0.22Scorecard
  17. DeepSeek V4.1 Flash 101750 out of 100Run 2 18 min · $0.19Scorecard
  18. DeepSeek V4.1 Flash 101771 out of 100Run 3 16 min · $0.13Scorecard
  19. Claude Sonnet 5.564 out of 100Run 1 8 min · $1.52Scorecard
  20. Claude Sonnet 5.522 out of 100Run 2 8 min · $1.53Scorecard
  21. Claude Sonnet 5.562 out of 100Run 3 8 min · $1.72Scorecard
  22. Grok 4.746 out of 100Run 1 18 min · ~$3.32Scorecard
  23. Grok 4.746 out of 100Run 2 19 min · —Scorecard
  24. Grok 4.753 out of 100Run 3 20 min · ~$3.28Scorecard
  25. Muse Wonder49 out of 100Run 1 7 min · ~$3.45Scorecard
  26. Muse Wonder45 out of 100Run 2 6 min · ~$2.76Scorecard
  27. Muse Wonder35 out of 100Run 3 30 min · ~$2.34Scorecard
  28. Muse Wonder0 out of 100Run 4 38 min · ~$2.07Scorecard
  29. GLM 5.329 out of 100Run 1 8 min · ~$2.15Scorecard
  30. GLM 5.328 out of 100Run 2 18 min · ~$1.29Scorecard
  31. GLM 5.317 out of 100Run 3 19 min · ~$1.95Scorecard
  32. Gemini 3.8 Flash14 out of 100Run 1 11 min · ~$1.19Scorecard
  33. Gemini 3.8 Flash15 out of 100Run 2 9 min · ~$1.06Scorecard
  34. Gemini 3.8 Flash21 out of 100Run 3 10 min · ~$1.23Scorecard
  35. Kimi K30 out of 100Run 1 4 min · ~$2.60Scorecard
  36. Kimi K334 out of 100Run 2 21 min · ~$1.46Scorecard
  37. Kimi K331 out of 100Run 3 21 min · ~$1.45Scorecard
  38. DeepSeek V4.1 Flash6 out of 100Run 1 3 min · ~$0.25Scorecard
  39. DeepSeek V4.1 Flash9 out of 100Run 2 4 min · ~$0.13Scorecard
  40. DeepSeek V4.1 Flash16 out of 100Run 3 8 min · ~$0.28Scorecard
  41. Muse Spark Open17 out of 100Run 1 17 min · $2.47Scorecard
  42. Muse Spark Open0 out of 100Run 2 30 min · $2.78Scorecard
  43. Muse Spark Open0 out of 100Run 3 30 min · $8.25Scorecard
  44. Muse Spark Open0 out of 100Run 4 28 min · $3.54Scorecard