GPT-6.1 Sol
| Released | 2026-09-29 |
|---|---|
| Price per 1M | $2.00 in · $10.00 out |
| Overall score | 64.9 · rank 6 |
| Context window | 1,050,000 tokens |
| Provider | OpenAI |
| Weights | Proprietary |
Scores
| Dimension | Score | Rank | Benchmarks |
|---|---|---|---|
| Overall: Balanced | 64.9 | 6 | 49 |
| Overall: Coding | 64.3 | 8 | 38 |
| Overall: Reasoning | 68.1 | 3 | 21 |
| Overall: Agentic work | 64.3 | 8 | 35 |
| Overall: Frontend | 63.6 | 7 | 13 |
| Coding | 64.0 | 9 | 9 |
| Agents | 63.4 | 8 | 13 |
| Reasoning | 68.6 | 5 | 13 |
| Math | 69.6 | 2 | 6 |
| Knowledge | 64.3 | 6 | 2 |
| Frontend | 63.8 | 7 | 3 |
| General | 62.3 | 16 | 2 |
| Multimodal | 61.5 | 9 | 1 |
| Value vs price | +13.0 | 14 |
Buzz
| Posts on X | About 121 a day |
|---|---|
| Mood | 17% positive, 6% negative |
| Hacker News | 34 mentions this week |
| Checked | 2026-11-11 |
- 🚨 Codex builders — something is moving behind the scenes on GPT-6.2 Sol. Around 2:30 PM PT today, gpt-6.1-sol vanished from Codex pickers for a wave of accounts while OpenAI's status page stayed 100% GREEN. OpenAI's API spec already added models 6.2 and later while Plus users…
- is it too much to expect GPT-6.1 Sol Max to be at Opus 5.5 intelligence?
- Give all those open tabs some time off. Sign up for $1/day and get access to the all-in-one platform trusted by thousands. Scanners, research tools, integrated frontier models like GPT 6.1 Sol and Opus 5.5, strategy builder, backtesting, fundamentals, the full options chain a…
Configurations
| Configuration | Balanced | Benchmarks |
|---|---|---|
| Unspecified setting | 66.6 ±1.9 | 11 |
| High | 63.1 ±4.8 | 6 |
| Low | 60.3 ±4.9 | 5 |
| Max | 64.2 ±0.9 | 37 |
| Medium | 63.1 ±4.0 | 6 |
| Extra High | 66.2 ±4.2 | 6 |
Evidence
Coding 64.0 ±1.7
| Benchmark | Result | Source | Date |
|---|---|---|---|
| FrontierCode | 50.2% | Epoch AI | 2026-11-11 |
| Code Migration v1.1 | 77.3% | Vals AI | 2026-11-09 |
| LiveBench 2.0 Coding | 82.1% | LiveBench | 2026-11-06 |
| WeirdML v3 | 38.3% | Epoch AI | 2026-11-11 |
| MirrorCode | 61.1% | Epoch AI | 2026-10-05 |
| IOI | 96.9% | Vals AI | 2026-10-29 |
| SWE-bench Multimodal | 43.5% | Vals AI | 2026-11-09 |
| SciCode | 55.8% | Epoch AI | 2026-11-11 |
| ProgramBench | 3.0% | Vals AI | 2026-11-09 |
Agents 63.4 ±1.3
| Benchmark | Result | Source | Date |
|---|---|---|---|
| Terminal-Bench 4 | 60.9% | Terminal-Bench | 2026-09-29 |
| SRE Bench | 50.8% | Vals AI | 2026-11-05 |
| Terminal-Bench-Science | 52.9% | Vals AI | 2026-11-09 |
| Terminal-Bench 4.0 (Vals run) | 55.1% | Vals AI | 2026-11-09 |
| APEX-Agents | 60.0% | Epoch AI | 2026-11-11 |
| LiveBench 2.0 Agentic | 65.6% | LiveBench | 2026-11-06 |
| LiveBench 2.0 Browser Use | 93.3% | LiveBench | 2026-11-06 |
| EMB v1.1 (Excel financial modeling) | 71.1% | Vals AI | 2026-11-09 |
| LiveBench 2.0 Research | 90.0% | LiveBench | 2026-11-06 |
| Tax Agent Bench | 21.8% | Vals AI | 2026-11-09 |
| Finance Agent v2.1 | 61.8% | Vals AI | 2026-11-09 |
| Vending-Bench 2 | $12,861 | Epoch AI | 2026-11-11 |
| HLAB-Vals 1.1 (legal agent) | 6.3% | Vals AI | 2026-11-09 |
| CyberBench v1.1 | 39.3% | Vals AI | 2026-11-05 |
Reasoning 68.6 ±1.3
| Benchmark | Result | Source | Date |
|---|---|---|---|
| ARC-AGI-2 | 94.2% | Epoch AI | 2026-11-11 |
| ARC-AGI-2 (ARC Prize verified) | 94.2% | ARC Prize | 2026-11-11 |
| Extended NYT Connections | 97.8% | Lech Mazur | 2026-11-10 |
| MysteryMechanism | 46.4% | Vals AI | 2026-11-09 |
| GPQA Diamond | 95.4% | Epoch AI | 2026-09-29 |
| CritPt | 31.7% | Epoch AI | 2026-11-11 |
| ARC-AGI-1 (ARC Prize verified) | 98.5% | ARC Prize | 2026-11-11 |
| ARC-AGI-1 | 98.5% | Epoch AI | 2026-11-11 |
| SimpleBench | 82.9% | SimpleBench | 2026-10-01 |
| BioMysteryBench | 79.6% | Vals AI | 2026-11-09 |
| ARC-AGI-3 | 96.4% | ARC Prize | 2026-11-11 |
| Chess Puzzles | 68.0% | Epoch AI | 2026-10-13 |
| LiveBench 2.0 Reasoning | 92.6% | LiveBench | 2026-11-06 |
| Mystery Game Puzzles | 80.0% | Epoch AI | 2026-09-29 |
| LiveBench 2.0 Data Analysis | 82.7% | LiveBench | 2026-11-06 |
Math 69.6 ±2.2
| Benchmark | Result | Source | Date |
|---|---|---|---|
| FrontierMath Tiers 1-3 | 93.7% | Epoch AI | 2026-09-29 |
| FrontierMath Tier 4 | 100.0% | Epoch AI | 2026-09-29 |
| MathArena ArXivMath (latest month) | 90.4% | MathArena | 2026-11-11 |
| OTIS Mock AIME 2024-2025 | 100.0% | Epoch AI | 2026-09-29 |
| ProofBench v1.1 | 99.0% | Vals AI | 2026-11-09 |
| ProofBench | 99.0% | Epoch AI | 2026-11-11 |
| MathArena BrokenArXiv (latest month) | 80.3% | MathArena | 2026-11-11 |
Knowledge 64.3 ±2.7
| Benchmark | Result | Source | Date |
|---|---|---|---|
| SimpleQA Verified | 73.9% | Epoch AI | 2026-09-29 |
| Legal Research Bench | 38.5% | Vals AI | 2026-11-09 |
Frontend 63.8 ±2.0
| Benchmark | Result | Source | Date |
|---|---|---|---|
| LiveBench 2.0 Design | 79.6% | LiveBench | 2026-11-06 |
| Vibe Code Bench v1.1 | 88.9% | Vals AI | 2026-11-09 |
| LMArena WebDev | 1,743 | LMArena | 2026-11-09 |
General 62.3 ±2.6
| Benchmark | Result | Source | Date |
|---|---|---|---|
| EQ-Bench 4 | 1,272 | EQ-Bench | 2026-10-24 |
| LMArena Text | 1,482 | LMArena | 2026-11-09 |
Multimodal 61.5 ±4.1
| Benchmark | Result | Source | Date |
|---|---|---|---|
| LMArena Vision | 1,293 | LMArena | 2026-11-09 |
Results not used in the score
| Benchmark | Result | Source | Why not used |
|---|---|---|---|
| ARC-AGI-1 | 96.5% | Epoch AI | A stronger configuration result was used |
| ARC-AGI-1 | 95.5% | Epoch AI | A stronger configuration result was used |
| ARC-AGI-1 | 98.5% | Epoch AI | A stronger configuration result was used |
| ARC-AGI-1 | 93.5% | Epoch AI | A stronger configuration result was used |
| ARC-AGI-1 (ARC Prize verified) | 96.5% | ARC Prize | A stronger configuration result was used |
| ARC-AGI-1 (ARC Prize verified) | 95.5% | ARC Prize | A stronger configuration result was used |
| ARC-AGI-1 (ARC Prize verified) | 98.5% | ARC Prize | A stronger configuration result was used |
| ARC-AGI-1 (ARC Prize verified) | 93.5% | ARC Prize | A stronger configuration result was used |
| ARC-AGI-2 | 86.7% | Epoch AI | A stronger configuration result was used |
| ARC-AGI-2 | 91.7% | Epoch AI | A stronger configuration result was used |
| ARC-AGI-2 | 91.7% | Epoch AI | A stronger configuration result was used |
| ARC-AGI-2 | 76.7% | Epoch AI | A stronger configuration result was used |
| ARC-AGI-2 (ARC Prize verified) | 86.7% | ARC Prize | A stronger configuration result was used |
| ARC-AGI-2 (ARC Prize verified) | 91.7% | ARC Prize | A stronger configuration result was used |
| ARC-AGI-2 (ARC Prize verified) | 91.7% | ARC Prize | A stronger configuration result was used |
| ARC-AGI-2 (ARC Prize verified) | 76.7% | ARC Prize | A stronger configuration result was used |
| ARC-AGI-3 | 52.7% | ARC Prize | A stronger configuration result was used |
| ARC-AGI-3 | 96.2% | ARC Prize | A stronger configuration result was used |
| ARC-AGI-3 | 10.6% | ARC Prize | A stronger configuration result was used |
| ARC-AGI-3 | 91.0% | ARC Prize | A stronger configuration result was used |
| ARC-AGI-3 | 26.7% | ARC Prize | A stronger configuration result was used |
| ARC-AGI-3 | 95.0% | ARC Prize | A stronger configuration result was used |
| ARC-AGI-3 | 39.9% | ARC Prize | A stronger configuration result was used |
| ARC-AGI-3 | 3.9% | ARC Prize | A stronger configuration result was used |
| ARC-AGI-3 | 82.8% | ARC Prize | A stronger configuration result was used |
| CritPt | 27.7% | Epoch AI | A stronger configuration result was used |
| CritPt | 30.0% | Epoch AI | A stronger configuration result was used |
| CritPt | 31.7% | Epoch AI | A stronger configuration result was used |
| CritPt | 24.9% | Epoch AI | A stronger configuration result was used |
| Extended NYT Connections | 95.5% | Lech Mazur | A stronger configuration result was used |
| SciCode | 54.2% | Epoch AI | A stronger configuration result was used |
| SciCode | 53.2% | Epoch AI | A stronger configuration result was used |
| SciCode | 55.7% | Epoch AI | A stronger configuration result was used |
| SciCode | 53.2% | Epoch AI | A stronger configuration result was used |
Names matched to this model
gpt-6-1-sol