OpenAI: GPT-6 Sol
GPT-6 Sol is a commercial OpenAI model that accepts text, image, and file inputs and returns text. It offers a context window of 1,050,000 tokens and can generate up to 128,000 tokens in a single response, which suits long documents, large codebases, or extended multi-file sessions. It supports tool calling and a reasoning mode; the available data does not confirm structured output support, so verify that before relying on it for strict schema work. At $2.00 per million input tokens and $10.00 per million output tokens, it is a paid option where output-heavy workloads will drive most of the cost. Its blended benchmark score of 81.4 rests on a single independent benchmark, so its standing is thinly evidenced and should be treated as provisional. Teams that need very long context alongside tools and reasoning should shortlist it, then validate it on their own tasks against similarly priced alternatives before committing.
Benchmark results
Independent, published benchmarks. Blended score 81.4 across 1 benchmark, last refreshed 2026-10-13. How scoring works →
| Benchmark | Measures | Score |
|---|---|---|
| AI Index | broad capability composite | 78.6 |
- Model ID
- openai/gpt-6-sol
- Vendor
- openai
- Released
- September 2026
- Tokenizer
- GPT
- Input Modalities
- file, image, text
- Output Modalities
- text
- Max Output
- 128,000 tokens
- Tool Calling
- ✓ supported
- Structured Output
- ✓ supported
- Reasoning Mode
- ✓ supported
- Vision
- ✓ accepts images
- Audio
- no
- Moderated
- yes
What it costs in practice
Computed from the current $2.00/M input and $10.00/M output rates. Run your own numbers →
| Job | Tokens | Cost |
|---|---|---|
| Summarize a 50-page report | 30k in / 1.5k out | $0.07 |
| Classify 1,000 customer emails | 500k in / 50k out | $1.50 |
| A month of a busy support chatbot | 5M in / 2M out | $30.00 |
Category rankings
Where OpenAI: GPT-6 Sol places across the 2 categories it ranks in. How we rank →
| # | Category | Score |
|---|---|---|
| #24 | Screenshot DebuggingVision · of 25 ranked | 133 |
| #25 | Frontend Component DesignCode · of 25 ranked | 131 |
Similar models
OpenAI: GPT-6.1 Sol Pro
OpenAI: GPT-6.1 Sol Pro (batch)
OpenAI: GPT-6.1 Sol
OpenAI: GPT-6.1 Sol (batch)
OpenAI: GPT-6 Luna Pro
OpenAI: GPT-6 Luna Pro (batch)
Quick answers
- How much does OpenAI: GPT-6 Sol cost?
- $2.00 per million input tokens and $10.00 per million output tokens.
- What is OpenAI: GPT-6 Sol's context window?
- 1,050,000 tokens, roughly 1,575 pages of text in a single request.
- Does OpenAI: GPT-6 Sol support tool calling?
- It supports tool calling, structured output, a reasoning mode.
- Can OpenAI: GPT-6 Sol process images?
- Yes, it accepts image input.