OpenAI: GPT-5.6 Sol (batch)
The OpenAI GPT-5.6 Sol (batch) is a sophisticated AI model capable of processing text, images, and files, with an impressive context length of 1,050,000 tokens and support for reasoning tools. It excels in various domains, offering robust performance through its ability to handle complex tasks efficiently. This model should be considered by users requiring high-quality, versatile AI solutions that can process multiple input types and integrate external tools for enhanced functionality. Its blended benchmark score of 99.3 across three independent evaluations places it among the top performers; however, given its pricing at $2.5 per million input tokens and $15 per million output tokens, it may be more suitable for projects with substantial token requirements or those prioritizing premium performance over cost-efficiency.
Benchmark results
Independent, published benchmarks. Blended score 99.3 across 3 benchmarks, last refreshed 2026-08-13. How scoring works →
| Benchmark | Measures | Score |
|---|---|---|
| AI Index | broad capability composite | 100.0 |
| AI Index Coding | software engineering tasks | 100.0 |
| AI Index Agentic | multi-step tool-using tasks | 95.3 |
- Model ID
- openai/gpt-5.6-sol: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 $2.50/M input and $15.00/M output rates. Run your own numbers →
| Job | Tokens | Cost |
|---|---|---|
| Summarize a 50-page report | 30k in / 1.5k out | $0.10 |
| Classify 1,000 customer emails | 500k in / 50k out | $2.00 |
| A month of a busy support chatbot | 5M in / 2M out | $42.50 |
Category rankings
Where OpenAI: GPT-5.6 Sol (batch) places across the 52 categories it ranks in. How we rank →
| # | Category | Score |
|---|---|---|
| #7 | Browser AutomationAgents · of 25 ranked | 177 |
| #7 | Function / Tool CallingAgents · of 25 ranked | 158 |
| #9 | Data AnalysisData · of 25 ranked | 177 |
| #9 | Financial AnalysisProfessional · of 25 ranked | 164 |
| #9 | Diagram ExtractionVision · of 25 ranked | 151 |
| #11 | Frontend Component DesignCode · of 25 ranked | 149 |
| #11 | OCR / Document ParsingData · of 25 ranked | 147 |
| #11 | Table Extraction from PDFsData · of 25 ranked | 147 |
| #11 | Math TutoringEducation · of 25 ranked | 151 |
| #11 | Screenshot DebuggingVision · of 25 ranked | 145 |
| #11 | Chart & Graph ReadingVision · of 25 ranked | 155 |
| #11 | Fitness CoachingPersonal · of 25 ranked | 137 |
| #11 | Experiment DesignResearch · of 25 ranked | 161 |
| #15 | SQL GenerationCode · of 25 ranked | 174 |
| #15 | Unit Test GenerationCode · of 25 ranked | 157 |
| #15 | CI/CD PipelinesCode · of 25 ranked | 147 |
| #15 | Marketing CopyWriting · of 25 ranked | 132 |
| #15 | Standardized Test PrepEducation · of 25 ranked | 132 |
| #15 | Agent WorkflowsAgents · of 25 ranked | 199 |
| #15 | Coding AgentsAgents · of 25 ranked | 199 |
| #16 | Code ReviewCode · of 25 ranked | 171 |
| #16 | Bug FixingCode · of 25 ranked | 187 |
| #16 | Blog Post WritingWriting · of 25 ranked | 142 |
| #16 | Creative WritingWriting · of 25 ranked | 161 |
| #16 | Screenwriting & DialogWriting · of 25 ranked | 161 |
| #16 | Academic WritingWriting · of 25 ranked | 161 |
| #16 | Legal DraftingProfessional · of 25 ranked | 161 |
| #16 | Physics TutoringEducation · of 25 ranked | 151 |
| #16 | Essay GradingEducation · of 25 ranked | 171 |
| #16 | OKRs & Strategic PlanningBusiness · of 25 ranked | 161 |
| #16 | Trip PlanningPersonal · of 25 ranked | 142 |
| #16 | Math ProofsResearch · of 25 ranked | 161 |
| #16 | Scientific CodingResearch · of 25 ranked | 187 |
| #18 | ETL ScriptingData · of 25 ranked | 157 |
| #18 | Medical Note SummarizationProfessional · of 25 ranked | 157 |
| #18 | History TutoringEducation · of 25 ranked | 147 |
| #19 | Code RefactoringCode · of 25 ranked | 167 |
| #19 | Long-Document SummarizationWriting · of 25 ranked | 162 |
| #19 | Legal ResearchProfessional · of 25 ranked | 171 |
| #19 | Contract ReviewProfessional · of 25 ranked | 181 |
| #19 | Scientific ResearchProfessional · of 25 ranked | 171 |
| #19 | RFP ResponseBusiness · of 25 ranked | 177 |
| #19 | SOP / Process DocsBusiness · of 25 ranked | 138 |
| #19 | RAG PipelinesAgents · of 25 ranked | 167 |
| #19 | Long-Context Q&AAgents · of 25 ranked | 157 |
| #19 | Character RoleplayPersonal · of 25 ranked | 152 |
| #19 | Fiction CollaboratorPersonal · of 25 ranked | 171 |
| #19 | Literature ReviewResearch · of 25 ranked | 171 |
| #22 | Resume WritingBusiness · of 25 ranked | 118 |
| #23 | Regex WritingCode · of 25 ranked | 136 |
| #23 | Language TranslationWriting · of 25 ranked | 136 |
| #23 | Tutoring for KidsPersonal · of 25 ranked | 136 |
Similar models
OpenAI: GPT-5.6 Luna Pro
OpenAI: GPT-5.6 Luna Pro (batch)
OpenAI: GPT-5.6 Luna
OpenAI: GPT-5.6 Luna (batch)
OpenAI: GPT-5.6 Terra Pro
OpenAI: GPT-5.6 Terra Pro (batch)
Quick answers
- How much does OpenAI: GPT-5.6 Sol (batch) cost?
- $2.50 per million input tokens and $15.00 per million output tokens.
- What is OpenAI: GPT-5.6 Sol (batch)'s context window?
- 1,050,000 tokens, roughly 1,575 pages of text in a single request.
- Does OpenAI: GPT-5.6 Sol (batch) support tool calling?
- It supports tool calling, structured output, a reasoning mode.
- Can OpenAI: GPT-5.6 Sol (batch) process images?
- Yes, it accepts image input.