OpenAI · Released Sep 29, 2026
GPT-6.1 Sol
GPT-6.1 Sol is an upgrade to GPT-6 Sol from OpenAI, positioned below the flagship GPT-6 Astra in the GPT-6 series. It is suited for agentic coding, computer use, document-heavy professional...
- #1OTIS Mock AIME
- #1ARC-AGI-1
- Top 2%CritPt
- #1FrontierMath
- Released
- Sep 29 2026
- Context window
- 1.05M 128K out
- Input / 1M tokens
- $2.00 from $1.00
- Output / 1M tokens
- $10.00 from $5.00
Where to run it
32 providers compared
Included in GitLab Duo. Cheapest: OpenAI at $1.00 / $5.00 per 1M input / output tokens — 92% less than the priciest option.
| Provider | Input | Output | Cache read | Context | Max output | Uptime | vs. best |
|---|---|---|---|---|---|---|---|
| GitLab Duosubscription plan | Plan | Plan | Plan | 1.05M | 128K | — | Plan |
| OpenAI | $1.00 | $5.00 | $0.05 | 1.05M | 128K | 56.3%24h | Cheapest |
| OpenAI | $2.00 | $10.00 | $0.10 | 1.05M | 128K | 100%24h | +100% |
| Azure | $2.00 | $10.00 | $0.10 | 1.05M | 128K | 83.1%24h | +100% |
| NanoGPT | $2.00 | $10.00 | $0.10 | 1.05M | 128K | — | +100% |
| Cloudflare AI Gateway | $2.00 | $10.00 | $0.10 | 1.05M | 128K | — | +100% |
| Kilo Gateway | $2.00 | $10.00 | $0.10 | 1.05M | 128K | — | +100% |
| Vercel AI Gateway | $2.00 | $10.00 | $0.10 | 1.05M | 128K | — | +100% |
| LLM Gateway | $2.00 | $10.00 | $0.10 | 1.05M | 128K | — | +100% |
| Requesty | $2.00 | $10.00 | $0.10 | 1.05M | 128K | — | +100% |
| AIHubMix | $2.00 | $10.00 | $0.10 | 1.05M | 128K | — | +100% |
| 302.AI | $2.00 | $10.00 | $0.10 | 1.05M | 128K | — | +100% |
| DigitalOcean | $2.00 | $10.00 | $0.10 | 1.05M | 128K | — | +100% |
| GitHub Copilot | $2.00 | $10.00 | $0.10 | 1.05M | 128K | — | +100% |
| Perplexity Agent | $2.00 | $10.00 | $0.10 | 1.05M | 128K | — | +100% |
| Aixy | $2.00 | $10.00 | $0.10 | 1.05M | 128K | — | +100% |
| Prime Inference | $2.00 | $10.00 | — | 1.05M | 128K | — | +100% |
| Neon | $2.00 | $10.00 | $0.10 | 1.05M | 128K | — | +100% |
| Azure Cognitive Services | $2.00 | $10.00 | $0.10 | 1.05M | 128K | — | +100% |
| Vivgrid | $2.00 | $10.00 | $0.20 | 1.05M | 128K | — | +100% |
| CrossModel | $2.00 | $10.00 | $0.10 | 1.05M | 128K | — | +100% |
| DevPass (LLM Gateway) | $2.00 | $10.00 | $0.10 | 1.05M | 128K | — | +100% |
| CommandCode | $2.00 | $10.00 | $0.10 | 1.05M | 128K | — | +100% |
| Merge Gateway | $2.00 | $10.00 | $0.10 | 1.05M | 128K | — | +100% |
| Ofox | $2.00 | $10.00 | $0.10 | 1.05M | 128K | — | +100% |
| LowRouter | $2.00 | $10.00 | $0.10 | 1.05M | 128K | — | +100% |
| OpenCode | $2.00 | $10.00 | $0.10 | 1.05M | 128K | — | +100% |
| NEAR AI Cloud | $2.00 | $10.00 | $0.10 | 1.05M | 128K | — | +100% |
| Eden AI | $2.00 | $10.00 | $0.10 | 1.05M | 128K | — | +100% |
| Amazon Bedrockus-east-1 | $2.20 | $11.00 | $0.11 | 1.05M | 128K | 100%24h | +120% |
| Azureeu | $2.20 | $11.00 | $0.11 | 1.05M | 128K | 100%24h | +120% |
| Azureus | $2.20 | $11.00 | $0.11 | 1.05M | 128K | 100%24h | +120% |
| Cortecs | $2.40 | $12.00 | $0.12 | 1.05M | 128K | — | +140% |
| AI/ML API | $2.60 | $13.00 | $0.13 | 1.05M | 128K | — | +160% |
| OpenAIfast | $4.00 | $20.00 | $0.20 | 1.05M | 128K | 100%24h | +300% |
| OpenAIultrafast | $12.00 | $60.00 | $0.60 | 1.05M | 128K | 100%24h | +1100% |
| Venice AI | $12.00 | $60.00 | $0.60 | 1.05M | 128K | — | +1100% |
Value
Price vs. performance
GPT-6.1 Sol Other OpenAI Other labs Value frontier · GPQA Diamond vs. input price per 1M tokens (log scale) · Drag to pan, pinch or Ctrl + scroll to zoom, double-click to zoom in.
Benchmarks
18 benchmark scores
| Benchmark | Score | Rank | Leader |
|---|---|---|---|
| FrontierCodeSoftware engineering · Mergeable fixes for hard open-source issues | 50.2% | #7of 41 | Claude Opus 5.554.6% |
| SciCodeSoftware engineering · Research-coding problems from the natural sciences | 55.8% | #24of 102 | Claude Opus 5.566.9% |
| WeirdML v3Software engineering · Unfamiliar ML and data tasks with vague goals | 38.3% | #2of 22 | GPT-6 Astra42.2% |
| APEX-AgentsAgents & computer use · Long professional tasks in banking, consulting and law | 60.0% | #12of 51 | Gemini 4 Argon82.4% |
| GDP.pdfWriting & content · Answer questions about real professional PDFs | 35.0% | #1of 38 | This model |
| SimpleQA VerifiedWriting & content · Factual accuracy on 1,000 short questions | 73.9% | #3of 79 | Gemini 4 Argon76.0% |
| WebDev ArenaDesign & visual · People vote on which model builds the better website (Elo) | 1759 | #4of 90 | Claude Opus 5.51820 |
| Furniture AssemblyDesign & visual · Spot mistakes in photos of IKEA builds | 80.0% | #2of 34 | Claude Opus 5.583.3% |
| GPQA DiamondReasoning & knowledge · PhD-level biology, chemistry and physics questions | 95.4% | #4of 122 | Gemini 4 Argon96.4% |
| ARC-AGI-2Reasoning & knowledge · Few-shot abstract reasoning on grid puzzles | 94.2% | #2of 75 | GPT-6 Astra95.0% |
| ARC-AGI-1Reasoning & knowledge · Pattern induction from input–output examples | 98.5% | #1of 75 | Gemini 4 Argon98.5% |
| CritPtReasoning & knowledge · Open-ended, research-level physics problems | 31.7% | #2of 111 | GPT-5.6 Sol32.3% |
| Chess PuzzlesReasoning & knowledge · Find the single best move in 100 new puzzles | 68.0% | #2of 83 | GPT-6 Astra76.0% |
| LMCAReasoning & knowledge · Judge the quality of conceptual arguments like experts | 62.8% | #7of 123 | Claude Sonnet 5.568.3% |
| FrontierMathMaths · Expert-written problems, undergrad to early research (tiers 1–3) | 93.7% | #1of 87 | This model |
| FrontierMath Tier 4Maths · Exceptionally hard research-level problems | 100.0% | #1of 64 | This model |
| ProofBenchMaths · Graduate maths proofs verified in Lean 4 | 99.0% | #4of 70 | Claude Sonnet 5.5100.0% |
| OTIS Mock AIMEMaths · Competition-style problems harder than MATH Level 5 | 100.0% | #1of 120 | Gemini 4 Argon100.0% |
Specs
Details
- Model ID
openai/gpt-6.1-sol- Developer
- OpenAI
- Release date
- Sep 29, 2026 ·
- Context window
- 1,050,000 tokens
- Max output
- 128,000 tokens
- API price
- $2.00 / $10.00 per 1M input / output tokens
- Providers
- 32
- Input types
- file, image, text
- Reasoning
- Yes
- Tool calling
- Yes
- Open weights
- No
- Free tier
- No
Release date and prices from OpenRouter's catalog; providers from OpenRouter and models.dev. Buying directly from a provider can cost a little differently. Speed, latency and uptime are measured on OpenRouter only; uptime is the share of OpenRouter requests each provider served over the last day. Benchmark scores are the best result per benchmark from Epoch AI, licensed CC BY 4.0. Rank counts every model tracked here with a score.