OpenAI: GPT-6.1 Sol (batch)
GPT-6.1 Sol (batch) is an OpenAI model offered through batch access. It accepts text, image, and file inputs, and supports a context window of 1,050,000 tokens with up to 128,000 tokens of output per response. It supports tool use and reasoning; the listing does not specify structured output support, so confirm that before relying on schema-constrained responses. At $1.00 per million input tokens and $5.00 per million output tokens, it suits teams running large document or multimodal workloads where the long context and output limits matter. Its blended benchmark score of 89.2 is based on a single independent benchmark (an AI index score of 85.5), so its standing is thinly evidenced. Shortlist it if the price and context size fit your workload, but run your own evaluations before committing.
Benchmark results
Independent, published benchmarks. Blended score 89.2 across 1 benchmark, last refreshed 2026-10-13. How scoring works →
| Benchmark | Measures | Score |
|---|---|---|
| AI Index | broad capability composite | 85.5 |
- Model ID
- openai/gpt-6.1-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-6.1 Sol (batch) places across the 23 categories it ranks in. How we rank →
| # | Category | Score |
|---|---|---|
| #14 | Resume WritingBusiness · of 25 ranked | 113 |
| #15 | Regex WritingCode · of 25 ranked | 127 |
| #15 | Marketing CopyWriting · of 25 ranked | 122 |
| #15 | Language TranslationWriting · of 25 ranked | 127 |
| #15 | Standardized Test PrepEducation · of 25 ranked | 122 |
| #15 | Tutoring for KidsPersonal · of 25 ranked | 127 |
| #18 | Sales / Cold EmailBusiness · of 25 ranked | 119 |
| #18 | Job Application DraftingBusiness · of 25 ranked | 119 |
| #18 | Journaling HelperPersonal · of 25 ranked | 119 |
| #18 | Recipe GenerationPersonal · of 25 ranked | 119 |
| #20 | Frontend Component DesignCode · of 25 ranked | 132 |
| #20 | Screenshot DebuggingVision · of 25 ranked | 134 |
| #20 | Chart & Graph ReadingVision · of 25 ranked | 138 |
| #21 | Code DocumentationCode · of 25 ranked | 138 |
| #21 | SOP / Process DocsBusiness · of 25 ranked | 121 |
| #22 | Blog Post WritingWriting · of 25 ranked | 131 |
| #22 | Math TutoringEducation · of 25 ranked | 128 |
| #22 | Diagram ExtractionVision · of 25 ranked | 133 |
| #22 | Trip PlanningPersonal · of 25 ranked | 131 |
| #24 | Character RoleplayPersonal · of 25 ranked | 141 |
| #24 | Fitness CoachingPersonal · of 25 ranked | 120 |
| #25 | Financial AnalysisProfessional · of 25 ranked | 132 |
| #25 | Browser AutomationAgents · of 25 ranked | 140 |
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Quick answers
- How much does OpenAI: GPT-6.1 Sol (batch) cost?
- $1.00 per million input tokens and $5.00 per million output tokens.
- What is OpenAI: GPT-6.1 Sol (batch)'s context window?
- 1,050,000 tokens, roughly 1,575 pages of text in a single request.
- Does OpenAI: GPT-6.1 Sol (batch) support tool calling?
- It supports tool calling, structured output, a reasoning mode.
- Can OpenAI: GPT-6.1 Sol (batch) process images?
- Yes, it accepts image input.