OpenAI: GPT-5.6 Sol Pro (batch)
GPT-5.6 Sol Pro (batch) is an OpenAI model that accepts text, image, and file inputs. It offers a context window of 1,050,000 tokens and can return up to 128,000 tokens in a single completion, which suits long documents and large multi-file inputs. The listing indicates support for tool calling and reasoning. Structured output support is not specified, so confirm it before building pipelines that depend on strict schemas. At $2.00 per million input tokens and $10.00 per million output tokens, it is a paid option whose costs will be driven largely by output volume. Teams that need very long context, mixed file and image inputs, and tool use in one model should consider shortlisting it. It has no independent benchmark coverage yet, so its quality relative to alternatives is unproven. Run your own evaluations on representative tasks before committing to it.
- Model ID
- openai/gpt-5.6-sol-pro:batch
- Vendor
- openai
- Released
- July 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 |
Price & spec history
Tracked daily by PicksByModel since 2026-08-07.
| Date | Input /M | Output /M | Context |
|---|---|---|---|
| 2026-10-15 | $2.00 | $10.00 | 1,050,000 |
| 2026-08-22 | $1.00 | $5.00 | 1,050,000 |
| 2026-08-18 | $1.25 | $7.50 | 1,050,000 |
| 2026-08-07 | $2.50 | $15.00 | 1,050,000 |
Similar models
OpenAI: GPT-6.1 Terra Pro
OpenAI: GPT-6.1 Terra Pro (batch)
OpenAI: GPT-6.1 Terra
OpenAI: GPT-6.1 Terra (batch)
OpenAI: GPT-6.1 Sol Pro
OpenAI: GPT-6.1 Sol Pro (batch)
Quick answers
- How much does OpenAI: GPT-5.6 Sol Pro (batch) cost?
- $2.00 per million input tokens and $10.00 per million output tokens.
- What is OpenAI: GPT-5.6 Sol Pro (batch)'s context window?
- 1,050,000 tokens, roughly 1,575 pages of text in a single request.
- Does OpenAI: GPT-5.6 Sol Pro (batch) support tool calling?
- It supports tool calling, structured output, a reasoning mode.
- Can OpenAI: GPT-5.6 Sol Pro (batch) process images?
- Yes, it accepts image input.