OpenAI: GPT-5.2 (batch)
The OpenAI GPT-5.2 (batch) is a powerful AI model that can handle multiple input modalities, including text, images, and files. It has a large context length of 400,000 tokens and supports tools for tasks such as reasoning. This model is worth considering for those who require the flexibility to input data in various formats and need advanced reasoning capabilities. Its price point is $0.875 per million input tokens and $7.00 per million output tokens, which may be competitive with other models that offer similar functionality. However, its blended benchmark score of 73.4 across two independent benchmarks suggests it may not be the best choice for those prioritizing performance.
Benchmark results
Independent, published benchmarks. Blended score 71.2 across 2 benchmarks, last refreshed 2026-09-23. How scoring works →
| Benchmark | Measures | Score |
|---|---|---|
| AI Index | broad capability composite | 50.2 |
| EQ-Bench | emotional understanding in dialogue | 80.4 |
- Model ID
- openai/gpt-5.2:batch
- Vendor
- openai
- Released
- December 2025
- 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 $0.88/M input and $7.00/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 | $0.79 |
| A month of a busy support chatbot | 5M in / 2M out | $18.38 |
Strong choice for
Category rankings
Where OpenAI: GPT-5.2 (batch) places across the 50 categories it ranks in. How we rank →
| # | Category | Score |
|---|---|---|
| #4 | Transcript CleanupWriting · of 25 ranked | 144 |
| #5 | Code CompletionCode · of 25 ranked | 133 |
| #6 | Meeting NotesBusiness · of 25 ranked | 146 |
| #8 | Code DocumentationCode · of 25 ranked | 141 |
| #9 | Trivia & General KnowledgePersonal · of 25 ranked | 117 |
| #10 | Long-Document SummarizationWriting · of 25 ranked | 155 |
| #10 | History TutoringEducation · of 25 ranked | 139 |
| #10 | Character RoleplayPersonal · of 25 ranked | 144 |
| #11 | Code RefactoringCode · of 25 ranked | 154 |
| #11 | RAG PipelinesAgents · of 25 ranked | 154 |
| #11 | Long-Context Q&AAgents · of 25 ranked | 150 |
| #12 | ETL ScriptingData · of 25 ranked | 143 |
| #12 | Legal ResearchProfessional · of 25 ranked | 158 |
| #12 | Medical Note SummarizationProfessional · of 25 ranked | 143 |
| #12 | Scientific ResearchProfessional · of 25 ranked | 158 |
| #12 | Fiction CollaboratorPersonal · of 25 ranked | 158 |
| #12 | Literature ReviewResearch · of 25 ranked | 158 |
| #13 | Blog Post WritingWriting · of 25 ranked | 132 |
| #13 | Creative WritingWriting · of 25 ranked | 147 |
| #13 | Screenwriting & DialogWriting · of 25 ranked | 147 |
| #13 | Academic WritingWriting · of 25 ranked | 147 |
| #13 | Legal DraftingProfessional · of 25 ranked | 147 |
| #13 | OKRs & Strategic PlanningBusiness · of 25 ranked | 147 |
| #13 | Trip PlanningPersonal · of 25 ranked | 132 |
| #13 | Math ProofsResearch · of 25 ranked | 147 |
| #14 | Contract ReviewProfessional · of 25 ranked | 162 |
| #15 | Code ReviewCode · of 25 ranked | 151 |
| #15 | Essay GradingEducation · of 25 ranked | 151 |
| #15 | RFP ResponseBusiness · of 25 ranked | 158 |
| #16 | Physics TutoringEducation · of 25 ranked | 135 |
| #17 | Bug FixingCode · of 25 ranked | 155 |
| #17 | Agent WorkflowsAgents · of 25 ranked | 159 |
| #17 | Coding AgentsAgents · of 25 ranked | 159 |
| #17 | Scientific CodingResearch · of 25 ranked | 155 |
| #18 | CI/CD PipelinesCode · of 25 ranked | 131 |
| #18 | CSV / Spreadsheet CleanupData · of 25 ranked | 140 |
| #19 | SQL GenerationCode · of 25 ranked | 144 |
| #20 | Unit Test GenerationCode · of 25 ranked | 135 |
| #20 | OCR / Document ParsingData · of 25 ranked | 135 |
| #20 | Table Extraction from PDFsData · of 25 ranked | 135 |
| #20 | Marketing CopyWriting · of 25 ranked | 121 |
| #20 | Standardized Test PrepEducation · of 25 ranked | 121 |
| #20 | Image CaptioningVision · of 25 ranked | 120 |
| #21 | Regex WritingCode · of 25 ranked | 126 |
| #21 | Language TranslationWriting · of 25 ranked | 126 |
| #21 | Tutoring for KidsPersonal · of 25 ranked | 126 |
| #22 | Math TutoringEducation · of 25 ranked | 128 |
| #22 | Resume WritingBusiness · of 25 ranked | 113 |
| #23 | Financial AnalysisProfessional · of 25 ranked | 132 |
| #23 | Fitness CoachingPersonal · of 25 ranked | 120 |
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Quick answers
- How much does OpenAI: GPT-5.2 (batch) cost?
- $0.88 per million input tokens and $7.00 per million output tokens.
- What is OpenAI: GPT-5.2 (batch)'s context window?
- 400,000 tokens, roughly 600 pages of text in a single request.
- Does OpenAI: GPT-5.2 (batch) support tool calling?
- It supports tool calling, structured output, a reasoning mode.
- Can OpenAI: GPT-5.2 (batch) process images?
- Yes, it accepts image input.