◇
MODEL ATLAS / 2026Ranking lab
3D capability map ↗
MULTIPLICATIVE MODEL RANKING

Tune your
frontier.

Choose how strongly intelligence, speed, and cost should shape the ranking. Every row uses official DeepSWE v1.1 data.

Overall = Intelligence1.00 × Speed1.00 × Cost1.00

01 / WEIGHTS
02 / LIVE RANKING

35 configurations

Leader normalized to 100

  1. 01Sol High100.069.4%9.9 min$3.47 USD
  2. 02Sol Medium98.061.1%7.1 min$1.86 USD
  3. 03Opus 5 Medium96.168.9%12.7 min$3.29 USD
  4. 04Luna Max95.267.2%18.7 min$0.61 USD
  5. 05Terra XHigh93.660.2%9.7 min$1.70 USD
  6. 06Opus 5 Low93.158.1%7.8 min$1.66 USD
  7. 07Sol XHigh91.770.7%13.3 min$4.70 USD
  8. 08Terra High90.853.8%6.1 min$0.91 USD
  9. 09Luna XHigh90.256.9%12.2 min$0.31 USD
  10. 10Terra Max88.369.6%16.9 min$3.96 USD
  11. 11Fable Low84.059.6%10.6 min$3.76 USD
  12. 12Opus 5 High80.472.8%19.4 min$6.08 USD
  13. 13Fable Medium79.165.4%13.5 min$6.09 USD
  14. 14Sol Low77.945.4%4.4 min$1.07 USD
  15. 15Luna High75.144.2%7.9 min$0.16 USD
  16. 16Sol Max71.872.7%18.8 min$8.39 USD
  17. 17Fable High66.068.6%17.7 min$9.18 USD
  18. 18Opus 4.8 Medium65.448.7%14.7 min$3.44 USD
  19. 19Opus 4.8 High63.951.8%17.8 min$4.28 USD
  20. 20Terra Medium62.235.1%3.8 min$0.47 USD
  21. 21Opus 5 XHigh61.473.2%26.0 min$9.07 USD
  22. 22Opus 4.8 Low61.040.8%10.9 min$2.29 USD
  23. 23Sonnet 5 Medium48.839.8%18.7 min$4.08 USD
  24. 24Opus 5 Max46.373.6%31.9 min$11.84 USD
  25. 25Fable XHigh46.069.9%23.5 min$13.41 USD
  26. 26Sonnet 5 Low44.930.5%12.2 min$2.19 USD
  27. 27Terra Low43.324.1%2.9 min$0.34 USD
  28. 28Sonnet 5 High42.048.2%28.8 min$7.43 USD
  29. 29Opus 4.8 XHigh38.954.4%36.6 min$8.01 USD
  30. 30Sonnet 5 XHigh25.749.7%40.2 min$11.89 USD
  31. 31Luna Medium20.511.3%3.0 min$0.04 USD
  32. 32Opus 4.8 Max15.259.0%58.2 min$13.22 USD
  33. 33Fable Max13.469.7%34.9 min$21.63 USD
  34. 34Luna Low2.91.5%1.3 min$0.01 USD
  35. 35Sonnet 5 Max0.053.8%80.1 min$26.40 USD