OpenAI: GPT-6 Sol (batch)
OpenAI's GPT-6 Sol (batch) accepts text, image, and file inputs and offers a context window of 1,050,000 tokens, with completions capped at 128,000 tokens. It supports tool use and reasoning, which makes it a candidate for agent-style workflows and multi-step tasks over large documents or mixed-media inputs. The listing does not specify structured output support or whether weights are open, so teams that depend on either should confirm before committing. At $1.00 per million input tokens and $5.00 per million output tokens, it suits buyers who need very long context and tool use without paying a premium per token. Its blended benchmark score of 81.4 is respectable, but it rests on a single independent benchmark, so its standing is thinly evidenced. Shortlist it for long-context, multimodal workloads where cost matters, and run your own evaluations before relying on that score for model selection.
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:batch
- 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 $1.00/M input and $5.00/M output rates. Run your own numbers →
| Job | Tokens | Cost |
|---|---|---|
| Summarize a 50-page report | 30k in / 1.5k out | $0.04 |
| Classify 1,000 customer emails | 500k in / 50k out | $0.75 |
| A month of a busy support chatbot | 5M in / 2M out | $15.00 |
Category rankings
Where OpenAI: GPT-6 Sol (batch) places across the 5 categories it ranks in. How we rank →
| # | Category | Score |
|---|---|---|
| #24 | Regex WritingCode · of 25 ranked | 126 |
| #24 | Language TranslationWriting · of 25 ranked | 126 |
| #24 | Tutoring for KidsPersonal · of 25 ranked | 126 |
| #25 | Resume WritingBusiness · of 25 ranked | 113 |
| #25 | Screenshot DebuggingVision · of 25 ranked | 133 |
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Quick answers
- How much does OpenAI: GPT-6 Sol (batch) cost?
- $1.00 per million input tokens and $5.00 per million output tokens.
- What is OpenAI: GPT-6 Sol (batch)'s context window?
- 1,050,000 tokens, roughly 1,575 pages of text in a single request.
- Does OpenAI: GPT-6 Sol (batch) support tool calling?
- It supports tool calling, structured output, a reasoning mode.
- Can OpenAI: GPT-6 Sol (batch) process images?
- Yes, it accepts image input.