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 Claude Opus 5.5 (xhigh) 85.5% $42.91 289 trace →
2 Muse Wonder Full 78.7% TBA 336 trace →
3 GPT 6 Astra (max) 77.7% $18.02 86 trace →
4 Claude Fable 5.1 (xhigh) 75.2% $105.58 256 trace →
5 Muse Wonder (xhigh) 73.0% $29.05 243 trace →
6 GPT-5.6 Sol (xhigh) 63.1% $12.01 80 trace →
7 Claude Opus 5 (xhigh) 60.3% $15.28 137 trace →
8 Muse Spark 1.3 (xhigh) 58.2% $1.91 248 trace →
9 GPT 5.5 (xhigh) 55.0% $8.05 68 trace →
10 Claude Opus 4.6 53.6% $17.40 312 trace →
11 GPT 5.5 (high) 52.7% $3.53 40 trace →
12 Gemini 3.7 Flash 52.2% $0.99 100 trace →
13 Claude Sonnet 4.6 49.9% $45.82 705 trace →
14 GLM-5.2 49.8% $21.12 247 trace →
15 Gemini 3.5 Flash 49.7% $6.09 211 trace →
16 Muse Spark 1.2 (xhigh) 48.7% $1.06 128 trace →
17 Muse Spark 1.1 (xhigh) 48.1% $0.45 197 trace →
18 Claude Opus 4.7 (xhigh) 46.5% $4.45 107 trace →
19 GPT-5.6 Sol 45.0% $1.33 17 trace →
20 GPT 5.5 44.9% $1.23 20 trace →
21 Claude Opus 4.7 43.2% $1.26 46 trace →
22 Gemini 3 Flash 43.0% $0.33 117 trace →
23 Gemini 3.6 Flash 38.4% $3.18 147 trace →
24 GPT 5.4 36.7% $0.25 12 trace →
25 GPT 5 mini 36.6% $0.03 23 trace →
26 Gemini 3.1 Pro 34.0% $1.22 91 trace →
27 GPT 5.4 mini 31.8% $0.03 22 trace →
28 Claude Haiku 4.5 28.7% $1.29 165 trace →
29 Claude Opus 4.8 (xhigh) 0.7% $18.78 118 trace →
30 Muse Spark 1.3 (max) 0.0% $10.15 440 trace →

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