Check out our newest benchmark: SWE-sweep (<10% solved!)

Hover for details · Click a model to open it · Drag to zoom the x-axis · Shift-drag to pan · The line marks the Pareto frontier (best score per cost)

30 runs
# Model Score Cost Calls
1 Muse Wonder (xhigh) 69.9% $40.10 443 trace →
2 Claude Opus 5 (xhigh) 65.3% $40.71 237 trace →
3 Claude Opus 5.5 (xhigh) 65.1% $71.76 462 trace →
4 Muse Spark 1.3 (max) 55.6% $3.43 286 trace →
5 Muse Spark 1.3 (xhigh) 53.1% $1.00 186 trace →
6 Muse Spark 1.1 (xhigh) 49.8% $0.83 194 trace →
7 GPT 5.5 (high) 48.3% $3.70 56 trace →
8 Muse Wonder Full 47.9% TBA 701 trace →
9 GPT 5.5 47.3% $1.24 22 trace →
10 Gemini 3.7 Flash 47.2% $1.71 138 trace →
11 GPT-5.6 Sol (xhigh) 47.0% $5.78 39 trace →
12 Claude Fable 5.1 (xhigh) 46.8% $97.86 359 trace →
13 Claude Opus 4.7 (xhigh) 46.4% $2.67 70 trace →
14 Claude Opus 4.6 46.4% $10.31 254 trace →
15 GPT 5.5 (xhigh) 45.9% $6.53 64 trace →
16 GPT 6 Astra (max) 44.7% $10.16 57 trace →
17 Claude Opus 4.7 43.1% $2.52 62 trace →
18 Gemini 3.6 Flash 42.0% $2.59 120 trace →
19 Muse Spark 1.2 (xhigh) 41.1% $0.32 77 trace →
20 Claude Opus 4.8 (xhigh) 40.0% $46.19 235 trace →
21 Claude Sonnet 4.6 34.1% $17.26 476 trace →
22 GPT-5.6 Sol 32.3% $0.82 16 trace →
23 Gemini 3.5 Flash 29.0% $5.82 220 trace →
24 Claude Haiku 4.5 25.9% $0.55 149 trace →
25 Gemini 3 Flash 25.0% $0.24 61 trace →
26 Gemini 3.1 Pro 24.8% $1.12 75 trace →
27 GPT 5.4 21.3% $0.38 15 trace →
28 GLM-5.2 11.6% $28.36 317 trace →
29 GPT 5.4 mini 6.2% $0.02 8 trace →
30 GPT 5 mini 4.8% $0.01 8 trace →

Click a row to replay how that model rebuilt this program, or the model name to open its full run