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) 98.7% $64.45 415 trace →
2 Muse Wonder Full 96.7% TBA 310 trace →
3 GPT 6 Astra (max) 96.2% $13.65 68 trace →
4 Claude Fable 5.1 (xhigh) 96.0% $89.32 333 trace →
5 Muse Wonder (xhigh) 95.5% $56.99 517 trace →
6 Claude Opus 5 (xhigh) 87.8% $81.76 292 trace →
7 Muse Spark 1.3 (max) 85.5% $3.70 254 trace →
8 GPT 5.5 (xhigh) 83.0% $10.26 91 trace →
9 GPT 5.5 (high) 79.8% $3.89 40 trace →
10 Claude Opus 4.8 (xhigh) 78.4% $13.93 106 trace →
11 GPT-5.6 Sol (xhigh) 77.9% $7.55 41 trace →
12 Muse Spark 1.2 (xhigh) 76.3% $0.17 217 trace →
13 Muse Spark 1.1 (xhigh) 72.2% $0.52 312 trace →
14 Gemini 3.6 Flash 71.7% $3.25 139 trace →
15 Muse Spark 1.3 (xhigh) 70.8% $2.17 268 trace →
16 Claude Sonnet 4.6 69.5% $19.30 565 trace →
17 GPT 5.5 68.6% $1.63 22 trace →
18 Gemini 3.5 Flash 67.7% $6.42 237 trace →
19 GLM-5.2 67.2% $32.54 308 trace →
20 GPT-5.6 Sol 67.0% $1.33 16 trace →
21 Claude Opus 4.7 (xhigh) 65.9% $6.38 118 trace →
22 Claude Opus 4.6 62.8% $13.43 344 trace →
23 GPT 5.4 58.1% $0.41 12 trace →
24 Gemini 3.1 Pro 57.9% $1.13 94 trace →
25 Gemini 3 Flash 53.1% $0.25 111 trace →
26 GPT 5 mini 46.0% $0.04 13 trace →
27 Claude Haiku 4.5 43.6% $1.15 167 trace →
28 Gemini 3.7 Flash 3.7% $2.04 145 trace →
29 Claude Opus 4.7 2.4% $1.57 64 trace →
30 GPT 5.4 mini 0.0% $0.03 6 trace →

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