Models / GPT-6.1 Sol
GPT-6.1 Sol
OpenAI · Closed weights · Released Sep 29, 2026 · Price not listed
80Overall · rank 5
Score by job
~ is an early read: this model has results on too few benchmarks in that job to be ranked yet.
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Overall
Coding
Agents
Reasoning
Math
Writing
Design
Coding
Early read ~71 · not ranked · 2 of 5 benchmarks
| Benchmark | Result | Variant | z |
|---|---|---|---|
| FrontierCode | 50.2% | gpt-6.1-sol_medium | 0.91 |
| LMArena Coding | 1487 rating | gpt-6.1-sol-max | -0.10 |
Agents
Early read ~69 · not ranked · 1 of 4 benchmarks
| Benchmark | Result | Variant | z |
|---|---|---|---|
| APEX-Agents | 60.0% | gpt-6.1-sol_max | 0.65 |
Reasoning
92 · rank 2 · 2 of 4 benchmarks
| Benchmark | Result | Variant | z |
|---|---|---|---|
| GPQA Diamond | 95.4% | gpt-6.1-sol_max | 1.49 |
| ARC-AGI-2 | 94.2% | gpt-6.1-sol_max | 1.27 |
Math
91 · rank 6 · 5 of 5 benchmarks
| Benchmark | Result | Variant | z |
|---|---|---|---|
| FrontierMath Tiers 1–3 | 93.7% | gpt-6.1-sol_max | 1.60 |
| FrontierMath Tier 4 | 100.0% | gpt-6.1-sol_max | 2.09 |
| OTIS Mock AIME | 100.0% | gpt-6.1-sol_max | 0.95 |
| ProofBench | 99.0% | gpt-6.1-sol_unknown | 1.71 |
| LMArena Math | 1464 rating | gpt-6.1-sol-max | -0.44 |
Writing
50 · rank 29 · 2 of 2 benchmarks
| Benchmark | Result | Variant | z |
|---|---|---|---|
| LMArena Creative Writing | 1432 rating | gpt-6.1-sol-max | -0.41 |
| LMArena Instruction Following | 1468 rating | gpt-6.1-sol-max | 0.13 |
Design
87 · rank 4 · 1 of 1 benchmarks
| Benchmark | Result | Variant | z |
|---|---|---|---|
| LMArena WebDev | 1755 rating | gpt-6.1-sol-max | 1.78 |