OpenAI: GPT-6 Sol (batch)
The OpenAI GPT-6 Sol (batch) is a large language model that accepts input in various modalities, including text, images, and files. It can handle lengthy contexts of up to 1,050,000 tokens and supports completion tasks with a maximum of 128,000 output tokens. For users who need the ability to process complex inputs and reason accordingly, this model may be worth considering, especially given its respectable benchmark blended score of 81.2 across one independent benchmark. Its price point, however, is substantial: $1 per million input tokens and $5 per million output tokens. This model should be shortlisted by those with a high budget who require the flexibility to handle multiple input modalities and support for reasoning tasks without structured output.
Benchmark results
Independent, published benchmarks. Blended score 81.2 across 1 benchmark, last refreshed 2026-09-23. How scoring works →
| Benchmark | Measures | Score |
|---|---|---|
| AI Index | broad capability composite | 78.4 |
- 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 11 categories it ranks in. How we rank →
| # | Category | Score |
|---|---|---|
| #19 | Resume WritingBusiness · of 25 ranked | 113 |
| #20 | Screenshot DebuggingVision · of 25 ranked | 133 |
| #21 | Frontend Component DesignCode · of 25 ranked | 131 |
| #22 | Regex WritingCode · of 25 ranked | 126 |
| #22 | Marketing CopyWriting · of 25 ranked | 121 |
| #22 | Language TranslationWriting · of 25 ranked | 126 |
| #22 | Standardized Test PrepEducation · of 25 ranked | 121 |
| #22 | Chart & Graph ReadingVision · of 25 ranked | 137 |
| #22 | Tutoring for KidsPersonal · of 25 ranked | 126 |
| #24 | Diagram ExtractionVision · of 25 ranked | 133 |
| #25 | Browser AutomationAgents · of 25 ranked | 139 |
Similar models
OpenAI: GPT-6 Luna Pro
OpenAI: GPT-6 Luna Pro (batch)
OpenAI: GPT-6 Luna
OpenAI: GPT-6 Luna (batch)
OpenAI: GPT-6 Sol Pro
OpenAI: GPT-6 Sol Pro (batch)
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.