GPT-6 Sol
Released
GPT-6 Sol is an AI model released by OpenAI on Tuesday, Sep 22 2026, 19 days after GPT-6 Astra. It has a 1.05M token context windowHow much information the model can work with in one request, measured in tokens — pieces of words or other data. This includes your question, attachments, conversation and reply. Limits can vary by model variant and provider.. Benchmark results (shown below) cover Next.js Evals, CheatBench, BullshitBench v2, DeepSWE 1.1, Supabase Evals, Terminal-Bench 4.0, and 5 more.
Get OpenAI releases and AI news.
Every other Monday
API pricing
- InputWhat you pay for everything you send the model — your question, plus any documents or earlier conversation you include with it.
- $2.00
- Cached inputA reduced rate for text you send over and over. If every request starts with the same instructions or the same document, the provider keeps a copy ready and charges less to read it again.
- $0.20
- Cache writeA one-off charge for storing text so later requests can reuse it at the cheaper cached rate.
- $2.50
- OutputWhat you pay for the text the model writes back. It is normally the dearer half: producing an answer costs more than reading one.
- $10.00
- InputWhat you pay for everything you send the model — your question, plus any documents or earlier conversation you include with it.
- $4.00
- Cached inputA reduced rate for text you send over and over. If every request starts with the same instructions or the same document, the provider keeps a copy ready and charges less to read it again.
- $0.40
- Cache writeA one-off charge for storing text so later requests can reuse it at the cheaper cached rate.
- $5.00
- OutputWhat you pay for the text the model writes back. It is normally the dearer half: producing an answer costs more than reading one.
- $15.00
- Reasoning or thinking is supported.
- OpenAI also publishes a Fast mode for this model at exactly twice the standard rate in every column — $4.00 per million input tokens and $20.00 per million output at short context.
Available from
| OpenAI | — | flex | $1.00 | $5.00 | 1M |
|---|---|---|---|---|---|
| OpenAI | — | — | $2.00 | $10.00 | 1M |
| Amazon Bedrock | global | — | $2.00 | $10.00 | 1M |
| Azure | — | — | $2.00 | $10.00 | 1M |
| Amazon Bedrock | us-east-1 | — | $2.20 | $11.00 | 1M |
| Azure | eu | — | $2.20 | $11.00 | 1M |
| Azure | us | — | $2.20 | $11.00 | 1M |
| OpenAI | — | fast | $4.00 | $20.00 | 1M |
Benchmarks
Coding
Terminal & CLI
Agentic & tool use
Reasoning & science
Robustness
Community preference
Source: Terminal-Bench, retrieved 12 October 2026 · Source: BenchLM, retrieved 12 October 2026 · Source: CheatBench, retrieved 25 September 2026. Other sources are identified on the linked benchmark pages.
Compare GPT-6 Sol with
Suggested comparisons
GPT-6 SolvsGPT-6.1 TerraGPT-6 SolvsClaude Haiku 5.5GPT-6 SolvsGemini 4 CarbonGPT-6 SolvsMuse Spark OpenGPT-6 SolvsGrok 4.7GPT-6 SolvsDeepSeek-V4.1-Flash-1017GPT-6 SolvsMistral Large 4GPT-6 SolvsKimi K3.1 ProGPT-6 SolvsGLM-5.3-FlashGPT-6 SolvsQwen3.8-Max-0902GPT-6 SolvsNemotron 3.5 Bolt E4B 4GBAbout
GPT-6 Sol was introduced in September 2026 alongside GPT-6 Luna as a lower-cost option within the family opened by Astra. OpenAI positioned Sol for coding, professional tasks and agent workflows, while reserving Astra for more demanding work. The initial product announcement offered the pair through ChatGPT Work, Codex and the API, with access dependent on the plan and interface.
The API model documented a 1,050,000-token context window, text and image inputs, and configurable reasoning effort. These controls allowed developers to adjust the computation used for different requests. Sol's launch emphasized efficiency, but comparisons with other models still depended on reasoning settings, tools and task selection. GPT-6.1 Sol followed as a separate update later that month.
Frequently asked questions
GPT-6 Sol was released by OpenAI on Tuesday, Sep 22 2026.