openai

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.

Quality Score
100/100
price + capability + benchmarks
Input Price
$2.50
per 1M tokens
Output Price
$15.00
per 1M tokens
Context Window
1,050,000
tokens

Benchmark results

Independent, published benchmarks. Blended score 99.3 across 3 benchmarks, last refreshed 2026-08-13. How scoring works →

BenchmarkMeasuresScore
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 →

JobTokensCost
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 →

#CategoryScore
#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

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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.