Traces
153 runs
| Generic serving | Opus 5max | Claude Code | 1 | 1.12 | 965 | $197.17 | ||
| Generic serving | Opus 5max | Claude Code | 2 | 1.91 | 634 | $222.81 | ||
| Generic serving | Opus 5max | Claude Code | 3 | 0 | correctness: output distribution | 888 | $185.03 | |
| Generic serving | Opus 4.8max | Claude Code | 1 | 0 | correctness: output distribution | 1,622 | $233.81 | |
| Generic serving | Opus 4.8max | Claude Code | 2 | 0 | correctness: output distribution | 1,252 | $216.39 | |
| Generic serving | Opus 4.8max | Claude Code | 3 | 0.45 | 1,218 | $198.67 | ||
| Generic serving | GPT 5.6 Solmax | Codex | 1 | 0 | correctness: systems | 1,550 | $108.01 | |
| Generic serving | GPT 5.6 Solmax | Codex | 2 | 0 | correctness: systems | 3,404 | $225.69 | |
| Generic serving | GPT 5.6 Solmax | Codex | 3 | 0 | correctness: systems | 2,572 | $166.59 | |
| Generic serving | GPT 5.5xhigh | Codex | 1 | 0 | correctness: systems | 4,274 | $191.34 | |
| Generic serving | GPT 5.5xhigh | Codex | 2 | 0 | no valid submission | 3,588 | $149.27 | |
| Generic serving | GPT 5.5xhigh | Codex | 3 | 0 | no valid submission | 3,188 | $128.85 | |
| Generic serving | Kimi K3max | Claude Code | 1 | 0 | correctness: output distribution | 1,567 | $123.15est. | |
| Generic serving | Kimi K3max | Claude Code | 2 | 0 | correctness: systems | 1,237 | $86.19est. | |
| Generic serving | Kimi K3max | Claude Code | 3 | 0 | correctness: systems | 1,213 | $93.48 | |
| Generic serving | GLM 5.3max | Claude Code | 1 | 0 | correctness: systems | 1,044 | $71.52est. | |
| Generic serving | GLM 5.3max | Claude Code | 2 | 0 | correctness: systems | 838 | $59.93est. | |
| Generic serving | GLM 5.3max | Claude Code | 3 | 0 | correctness: systems | 953 | $71.33est. | |
| Generic serving | Opus 5max | Claude Code | 1 | 3h horizon | 0.028 | 329 | $37.91 | |
| Generic serving | Opus 5max | Claude Code | 2 | 3h horizon | 0.79 | 400 | $42.54 | |
| Generic serving | Opus 5max | Claude Code | 3 | 3h horizon | 0.63 | 342 | $34.32 | |
| Generic serving | Opus 5max | Claude Code | 1 | 6h horizon | 0 | correctness: systems | 530 | $115.85 |
| Generic serving | Opus 5max | Claude Code | 2 | 6h horizon | 0.66 | 491 | $86.73 | |
| Generic serving | Opus 5max | Claude Code | 3 | 6h horizon | 0 | correctness: output distribution | 575 | $88.63 |
| Generic serving | Opus 5max | Claude Code | 1 | 24h horizon | 2.41 | 1,087 | $587.09 | |
| Generic serving | Opus 5max | Claude Code | 2 | 24h horizon | 2.27 | 907 | $659.82 | |
| Generic serving | Opus 5max | Claude Code | 3 | 24h horizon | 2.04 | 1,246 | $323.31 | |
| Generic serving | Opus 5max | Claude Code | 1 | 36h horizon | 2.26 | 1,011 | $932.34 | |
| Generic serving | Opus 5max | Claude Code | 2 | 36h horizon | 0 | correctness: output distribution | 1,629 | $406.77 |
| Generic serving | Opus 5max | Claude Code | 3 | 36h horizon | 2.49 | 1,332 | $706.48 | |
| Generic serving | Opus 5low | Claude Code | 1 | low effort | 0 | correctness: output distribution | 834 | $155.98 |
| Generic serving | Opus 5low | Claude Code | 2 | low effort | 1.34 | 947 | $163.10 | |
| Generic serving | Opus 5low | Claude Code | 3 | low effort | 1.03 | 883 | $156.07 | |
| Generic serving | Opus 5medium | Claude Code | 1 | medium effort | 1.33 | 801 | $125.07 | |
| Generic serving | Opus 5medium | Claude Code | 2 | medium effort | 0.42 | 791 | $127.78 | |
| Generic serving | Opus 5medium | Claude Code | 3 | medium effort | 1.45 | 989 | $187.94 | |
| Generic serving | Opus 5high | Claude Code | 1 | high effort | 1.73 | 526 | $221.91 | |
| Generic serving | Opus 5high | Claude Code | 2 | high effort | 1.50 | 598 | $241.76 | |
| Generic serving | Opus 5high | Claude Code | 3 | high effort | 1.30 | 766 | $156.46 | |
| Generic serving | Opus 5xhigh | Claude Code | 1 | xhigh effort | 1.56 | 870 | $162.09 | |
| Generic serving | Opus 5xhigh | Claude Code | 2 | xhigh effort | 2.22 | 1,044 | $255.67 | |
| Generic serving | Opus 5xhigh | Claude Code | 3 | xhigh effort | 1.69 | 910 | $193.08 | |
| Generic serving | Opus 5max | Claude Code | 1 | vLLM source | 1.22 | 604 | $193.20 | |
| Generic serving | Opus 5max | Claude Code | 2 | vLLM source | 0 | correctness: output distribution | 637 | $206.56 |
| Generic serving | Opus 5max | Claude Code | 3 | vLLM source | 0 | correctness: output distribution | 961 | $150.99 |
| Agentic coding | Opus 5max | Claude Code | 1 | 0 | correctness: systems | 713 | $309.00 | |
| Agentic coding | Opus 5max | Claude Code | 2 | 0.54 | 992 | $274.03 | ||
| Agentic coding | Opus 5max | Claude Code | 3 | 0.99 | 866 | $212.31 | ||
| Agentic coding | Opus 4.8max | Claude Code | 1 | 0.029 | 1,550 | $254.17 | ||
| Agentic coding | Opus 4.8max | Claude Code | 2 | 0.0086 | 1,447 | $250.96 | ||
| Agentic coding | Opus 4.8max | Claude Code | 3 | 0.012 | 1,391 | $195.82 | ||
| Agentic coding | GPT 5.6 Solmax | Codex | 1 | 0 | correctness: systems | 3,085 | $215.51 | |
| Agentic coding | GPT 5.6 Solmax | Codex | 2 | 0 | correctness: systems | 3,373 | $243.61 | |
| Agentic coding | GPT 5.6 Solmax | Codex | 3 | 0.013 | 3,087 | $231.12 | ||
| Agentic coding | GPT 5.5xhigh | Codex | 1 | 0 | correctness: systems | 3,921 | $160.64 | |
| Agentic coding | GPT 5.5xhigh | Codex | 2 | 0 | correctness: output distribution | 3,987 | $166.12 | |
| Agentic coding | GPT 5.5xhigh | Codex | 3 | 0 | correctness: output distribution | 4,558 | $197.12 | |
| Agentic coding | Kimi K3max | Claude Code | 1 | 0 | correctness: systems | 775 | $49.26 | |
| Agentic coding | Kimi K3max | Claude Code | 2 | 0 | correctness: systems | 1,484 | $137.84 | |
| Agentic coding | Kimi K3max | Claude Code | 3 | 0 | correctness: output distribution | 1,340 | $78.47 | |
| Agentic coding | GLM 5.3max | Claude Code | 1 | 0 | correctness: systems | 832 | $55.90est. | |
| Agentic coding | GLM 5.3max | Claude Code | 2 | 0 | no valid submission | 3,684 | $287.99est. | |
| Agentic coding | GLM 5.3max | Claude Code | 3 | 0 | no valid submission | 1,268 | $152.92est. | |
| Deep research | Opus 5max | Claude Code | 1 | 1.83 | 778 | $198.86 | ||
| Deep research | Opus 5max | Claude Code | 2 | 1.53 | 853 | $165.45 | ||
| Deep research | Opus 5max | Claude Code | 3 | 1.57 | 682 | $222.95 | ||
| Deep research | Opus 4.8max | Claude Code | 1 | 0 | correctness: systems | 1,499 | $255.85 | |
| Deep research | Opus 4.8max | Claude Code | 2 | 0 | correctness: output distribution | 1,016 | $333.35 | |
| Deep research | Opus 4.8max | Claude Code | 3 | 0 | correctness: systems | 283 | $21.66 | |
| Deep research | GPT 5.6 Solmax | Codex | 1 | 0 | correctness: systems | 2,747 | $181.95 | |
| Deep research | GPT 5.6 Solmax | Codex | 2 | 0 | correctness: systems | 3,123 | $209.11 | |
| Deep research | GPT 5.6 Solmax | Codex | 3 | 0 | correctness: systems | 2,949 | $202.46 | |
| Deep research | GPT 5.5xhigh | Codex | 1 | 0 | correctness: systems | 3,056 | $119.73 | |
| Deep research | GPT 5.5xhigh | Codex | 2 | 0 | correctness: systems | 1,455 | $67.54 | |
| Deep research | GPT 5.5xhigh | Codex | 3 | 0 | correctness: systems | 2,047 | $76.29 | |
| Deep research | Kimi K3max | Claude Code | 1 | 0 | correctness: systems | 1,420 | $103.95 | |
| Deep research | Kimi K3max | Claude Code | 2 | 0 | correctness: output distribution | 1,261 | $93.68 | |
| Deep research | Kimi K3max | Claude Code | 3 | 0 | correctness: systems | 1,586 | $121.76 | |
| Deep research | GLM 5.3max | Claude Code | 1 | 0 | correctness: systems | 815 | $53.78est. | |
| Deep research | GLM 5.3max | Claude Code | 2 | 0 | correctness: systems | 570 | $68.54est. | |
| Deep research | GLM 5.3max | Claude Code | 3 | 0 | correctness: systems | 678 | $56.50est. | |
| Code completion | Opus 5max | Claude Code | 1 | 0 | correctness: systems | 473 | $221.18 | |
| Code completion | Opus 5max | Claude Code | 2 | 1.69 | 709 | $296.26 | ||
| Code completion | Opus 5max | Claude Code | 3 | 1.89 | 960 | $210.90 | ||
| Code completion | Opus 4.8max | Claude Code | 1 | 0.43 | 1,489 | $254.63 | ||
| Code completion | Opus 4.8max | Claude Code | 2 | 0.14 | 1,464 | $222.68 | ||
| Code completion | Opus 4.8max | Claude Code | 3 | 0.34 | 1,884 | $246.41 | ||
| Code completion | GPT 5.6 Solmax | Codex | 1 | 0.54 | 1,804 | $113.72 | ||
| Code completion | GPT 5.6 Solmax | Codex | 2 | 0.0043 | 2,978 | $213.81 | ||
| Code completion | GPT 5.6 Solmax | Codex | 3 | 0.014 | 2,749 | $181.17 | ||
| Code completion | GPT 5.5xhigh | Codex | 1 | 0 | correctness: output distribution | 2,490 | $107.74 | |
| Code completion | GPT 5.5xhigh | Codex | 2 | 0 | correctness: systems | 2,564 | $119.88 | |
| Code completion | GPT 5.5xhigh | Codex | 3 | 0 | correctness: systems | 3,984 | $161.84 | |
| Code completion | Kimi K3max | Claude Code | 1 | 1.01 | 1,320 | $101.50 | ||
| Code completion | Kimi K3max | Claude Code | 2 | 0 | correctness: systems | 2,227 | $218.45est. | |
| Code completion | Kimi K3max | Claude Code | 3 | 0.85 | 1,301 | $89.79 | ||
| Code completion | GLM 5.3max | Claude Code | 1 | 0 | correctness: systems | 1,808 | $309.30est. | |
| Code completion | GLM 5.3max | Claude Code | 2 | 0.80 | 1,294 | $111.90 | ||
| Code completion | GLM 5.3max | Claude Code | 3 | 0 | correctness: systems | 916 | $121.85est. | |
| Speech recognition | Opus 5max | Claude Code | 1 | 0 | correctness: output distribution | 828 | $348.48 | |
| Speech recognition | Opus 5max | Claude Code | 2 | 18.2 | 1,039 | $209.63 | ||
| Speech recognition | Opus 5max | Claude Code | 3 | 25.9 | 997 | $215.53 | ||
| Speech recognition | Opus 4.8max | Claude Code | 1 | 3.25 | 756 | $261.64 | ||
| Speech recognition | Opus 4.8max | Claude Code | 2 | 7.10 | 779 | $247.84 | ||
| Speech recognition | Opus 4.8max | Claude Code | 3 | 4.74 | 975 | $303.74 | ||
| Speech recognition | GPT 5.6 Solmax | Codex | 1 | 0 | correctness: output distribution | 3,775 | $226.03 | |
| Speech recognition | GPT 5.6 Solmax | Codex | 2 | 0 | correctness: output distribution | 3,232 | $195.79 | |
| Speech recognition | GPT 5.6 Solmax | Codex | 3 | 0 | correctness: output distribution | 3,246 | $204.61 | |
| Speech recognition | GPT 5.5xhigh | Codex | 1 | 0.16 | 2,815 | $110.09 | ||
| Speech recognition | GPT 5.5xhigh | Codex | 2 | 0.19 | 4,213 | $165.92 | ||
| Speech recognition | GPT 5.5xhigh | Codex | 3 | 0.25 | 3,893 | $167.84 | ||
| Speech recognition | Kimi K3max | Claude Code | 1 | 12.4 | 1,471 | $111.20 | ||
| Speech recognition | Kimi K3max | Claude Code | 2 | 10.9 | 1,506 | $102.53 | ||
| Speech recognition | Kimi K3max | Claude Code | 3 | 0 | correctness: output distribution | 1,536 | $99.13 | |
| Speech recognition | GLM 5.3max | Claude Code | 1 | 2.25 | 911 | $83.99est. | ||
| Speech recognition | GLM 5.3max | Claude Code | 2 | 0 | correctness: systems | 940 | $102.79est. | |
| Speech recognition | GLM 5.3max | Claude Code | 3 | 13.2 | 914 | $53.89 | ||
| Speech synthesis | Opus 5max | Claude Code | 1 | 2.40 | 992 | $241.64 | ||
| Speech synthesis | Opus 5max | Claude Code | 2 | 2.11 | 912 | $234.13 | ||
| Speech synthesis | Opus 5max | Claude Code | 3 | 2.23 | 1,054 | $282.61 | ||
| Speech synthesis | Opus 4.8max | Claude Code | 1 | 0.92 | 853 | $331.47 | ||
| Speech synthesis | Opus 4.8max | Claude Code | 2 | 0.86 | 909 | $371.44 | ||
| Speech synthesis | Opus 4.8max | Claude Code | 3 | 1.08 | 1,006 | $373.21 | ||
| Speech synthesis | GPT 5.6 Solmax | Codex | 1 | 1.64 | 3,013 | $190.12 | ||
| Speech synthesis | GPT 5.6 Solmax | Codex | 2 | 0.86 | 2,438 | $163.82 | ||
| Speech synthesis | GPT 5.6 Solmax | Codex | 3 | 1.66 | 2,735 | $178.07 | ||
| Speech synthesis | GPT 5.5xhigh | Codex | 1 | 0 | correctness: output distribution | 2,556 | $99.49 | |
| Speech synthesis | GPT 5.5xhigh | Codex | 2 | 0 | correctness: systems | 1,993 | $64.38 | |
| Speech synthesis | GPT 5.5xhigh | Codex | 3 | 0 | no valid submission | 1,293 | $55.56 | |
| Speech synthesis | Kimi K3max | Claude Code | 1 | 1.24 | 1,306 | $62.30 | ||
| Speech synthesis | Kimi K3max | Claude Code | 2 | 0 | correctness: output distribution | 1,128 | $54.84 | |
| Speech synthesis | Kimi K3max | Claude Code | 3 | 0 | correctness: systems | 1,377 | $116.08 | |
| Speech synthesis | GLM 5.3max | Claude Code | 1 | 0 | correctness: output distribution | 806 | $86.28est. | |
| Speech synthesis | GLM 5.3max | Claude Code | 2 | 0 | correctness: systems | 606 | $66.04est. | |
| Speech synthesis | GLM 5.3max | Claude Code | 3 | 0 | correctness: systems | 820 | $73.03est. | |
| Omni chat | Opus 5max | Claude Code | 1 | 2.26 | 803 | $347.39 | ||
| Omni chat | Opus 5max | Claude Code | 2 | 4.08 | 763 | $284.89 | ||
| Omni chat | Opus 5max | Claude Code | 3 | 4.92 | 895 | $347.32 | ||
| Omni chat | Opus 4.8max | Claude Code | 1 | 0 | correctness: systems | 1,024 | $344.42 | |
| Omni chat | Opus 4.8max | Claude Code | 2 | 0.76 | 1,098 | $351.84 | ||
| Omni chat | Opus 4.8max | Claude Code | 3 | 0.75 | 817 | $293.11 | ||
| Omni chat | GPT 5.6 Solmax | Codex | 1 | 0 | correctness: output distribution | 3,410 | $227.88 | |
| Omni chat | GPT 5.6 Solmax | Codex | 2 | 0.17 | 3,302 | $209.72 | ||
| Omni chat | GPT 5.6 Solmax | Codex | 3 | 0.54 | 2,877 | $190.90 | ||
| Omni chat | GPT 5.5xhigh | Codex | 1 | 0.031 | 1,282 | $57.57 | ||
| Omni chat | GPT 5.5xhigh | Codex | 2 | 0.038 | 550 | $24.05 | ||
| Omni chat | GPT 5.5xhigh | Codex | 3 | 0.0050 | 3,220 | $118.06 | ||
| Omni chat | Kimi K3max | Claude Code | 1 | 1.04 | 1,555 | $121.21 | ||
| Omni chat | Kimi K3max | Claude Code | 2 | 0.35 | 1,222 | $82.92 | ||
| Omni chat | Kimi K3max | Claude Code | 3 | 0 | correctness: output distribution | 1,345 | $72.84 | |
| Omni chat | GLM 5.3max | Claude Code | 1 | 1.20 | 1,080 | $109.77est. | ||
| Omni chat | GLM 5.3max | Claude Code | 2 | 0.50 | 1,010 | $56.50 | ||
| Omni chat | GLM 5.3max | Claude Code | 3 | 0.024 | 1,190 | $162.67est. |