openai
OpenAI: GPT-5.6 Sol Pro (batch)
openai/gpt-5.6-sol-pro:batch
Our take
AI-assisted analysis based on the sources below. Suitability is an editorial assessment; test it on your own workload.
OpenRouter’s catalog lists openai/gpt-5.6-sol-pro:batch as an OpenAI text-output model accepting text, image, and file inputs, with a catalog-reported 1,050,000-token context window and knowledge cutoff of 2026-02-16. The listing describes this variant as GPT-5.6 Sol served in pro reasoning mode for complex tasks, with reasoning enabled at medium effort by default and adjustable from none through max. This pack contains catalog data only, so stated capabilities should be validated against representative workloads.[1]
Strengths
- Accepts text, image, and file inputs while producing text, according to OpenRouter’s catalog.[1]
- The catalog reports a 1,050,000-token context window for this exact variant.[1]
- Reasoning is configurable, and the catalog lists tools, structured outputs, response formatting, seed, and verbosity controls.[1]
Limitations
- The only supplied evidence is OpenRouter’s catalog; an independent model card was not available in this source pack.[1]
- No usable benchmark results were supplied, so catalog-reported capabilities are not measured performance here.[1]
- The source’s cost note is truncated after warning that pro mode spends far more, and batch behavior is not described.[1]
Where to use it
- Evaluate for complex text, image, or file-to-text analysis where configurable reasoning may be useful.[1]
- Consider for large-context synthesis, while validating output quality, cost, and workload fit.[1]
- Test for tool-using or structured-output workflows that can benefit from adjustable reasoning effort.[1]
Sources
- [1] OpenRouter catalog · OpenAI: GPT-5.6 Sol Pro (batch)Sources checked: Nov 13, 2026
About this model
Description below is the original text supplied by OpenRouter, shown in the source language.
GPT-5.6 Sol Pro is the same underlying model as [GPT-5.6 Sol](https://openrouter.ai/openai/gpt-5.6-sol), served with `reasoning.mode` set to `pro` for higher-quality responses on complex tasks. **Cost note:** pro mode spends far more...
Specifications
- Model ID
- openai/gpt-5.6-sol-pro:batch
- Canonical ID
- openai/gpt-5.6-sol-pro-20260709
- Creator
- openai
- Added to OpenRouter
- 09.07.2026
- Context length
- 1,050,000
- Modality
- text+image+file->text
- Input modalities
- file, image, text
- Output modalities
- text
- Token pricing
- USD per 1M tokens: in $2 / out $10
- Knowledge cutoff
- 16.02.2026
- Expiration date
- —
Tasks and capabilities
A grade appears only where the source supplies a matching measurement for that task, the model is active and the cohort holds at least 10 comparable models. The capability column lists facts the source declares — supported formats, reasoning and tool parameters — which are not measured quality.
| Task | Grade | Source-declared capability |
|---|---|---|
| General quality | No measurement | reasoning: optional · default medium · efforts: max, xhigh, high, medium, low, none · parameters: include_reasoning, reasoning, reasoning_effort |
| Coding | No measurement | — |
| Agents | No measurement | parameters: structured_outputs, tool_choice, tools |
| Writing | No measurement | output: text |
| Reasoning | No measurement | reasoning: optional · default medium · efforts: max, xhigh, high, medium, low, none · parameters: include_reasoning, reasoning, reasoning_effort |
| Document analysis | No measurement | input: file |
| Vision | No measurement | input: image |
| Image generation | No measurement | — |
| Audio | No measurement | — |
| Video | No measurement | — |
| Embeddings | No measurement | — |
Evaluations
No evaluations are supplied for this model.
How grades work
Each letter grade compares a model only against other models scored by the same source and metric in the current snapshot. S means the top 10%, A the next 20%, B the next 30%, C the rest. Models without a published measurement are shown as not rated — a supported format alone never implies measured quality.
- S — S — top 10% of the cohort
- A — A — next 20% of the cohort
- B — B — next 30% of the cohort
- C — C — below the B band
Providers
Optional live provider statistics from OpenRouter. Missing values are unknown, not zero.
| Provider | Context length | Price in /1M | Price out /1M | Latency p50 (30m, s) | Throughput p50 (30m, tok/s) | Uptime (30m) |
|---|---|---|---|---|---|---|
| OpenAI | 1,050,000 | $2 | $10 | — | — | — |
Provider data retrieved: 13.11.2026
Related articles
No published articles identify this model yet.