OpenAI: GPT-5.4 (batch)
The OpenAI model, GPT-5.4 (batch), is a versatile AI tool that supports multiple input modalities, including text, image, and file inputs. It has a large context length of 1,050,000 tokens, allowing for comprehensive processing of complex data sets. The model also provides tools for users and supports reasoning capabilities. When considering which AI model to use, this option may be worth shortlisting due to its competitive blended benchmark score of 83.9 across two independent benchmarks. Its pricing is $1.25 per million input tokens and $7.5 per million output tokens, making it a relatively affordable choice for users with moderate-sized data sets. However, the model's price point should be weighed against other factors, such as specific task requirements and available budgets.
Benchmark results
Independent, published benchmarks. Blended score 80.9 across 2 benchmarks, last refreshed 2026-10-13. How scoring works →
| Benchmark | Measures | Score |
|---|---|---|
| AI Index | broad capability composite | 64.3 |
| EQ-Bench | emotional understanding in dialogue | 82.4 |
- Model ID
- openai/gpt-5.4:batch
- Vendor
- openai
- Released
- March 2026
- Tokenizer
- GPT
- Input Modalities
- text, image, file
- 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 $1.25/M input and $7.50/M output rates. Run your own numbers →
| Job | Tokens | Cost |
|---|---|---|
| Summarize a 50-page report | 30k in / 1.5k out | $0.05 |
| Classify 1,000 customer emails | 500k in / 50k out | $1.00 |
| A month of a busy support chatbot | 5M in / 2M out | $21.25 |
Strong choice for
Category rankings
Where OpenAI: GPT-5.4 (batch) places across the 59 categories it ranks in. How we rank →
| # | Category | Score |
|---|---|---|
| #3 | Transcript CleanupWriting · of 25 ranked | 145 |
| #4 | Code DocumentationCode · of 25 ranked | 142 |
| #5 | Blog Post WritingWriting · of 25 ranked | 134 |
| #5 | Trip PlanningPersonal · of 25 ranked | 134 |
| #6 | Long-Document SummarizationWriting · of 25 ranked | 158 |
| #6 | Character RoleplayPersonal · of 25 ranked | 146 |
| #7 | Code RefactoringCode · of 25 ranked | 157 |
| #7 | ETL ScriptingData · of 25 ranked | 145 |
| #7 | Creative WritingWriting · of 25 ranked | 150 |
| #7 | Screenwriting & DialogWriting · of 25 ranked | 150 |
| #7 | Academic WritingWriting · of 25 ranked | 150 |
| #7 | Legal DraftingProfessional · of 25 ranked | 150 |
| #7 | Legal ResearchProfessional · of 25 ranked | 161 |
| #7 | Contract ReviewProfessional · of 25 ranked | 165 |
| #7 | Medical Note SummarizationProfessional · of 25 ranked | 145 |
| #7 | Scientific ResearchProfessional · of 25 ranked | 161 |
| #7 | History TutoringEducation · of 25 ranked | 141 |
| #7 | RFP ResponseBusiness · of 25 ranked | 161 |
| #7 | OKRs & Strategic PlanningBusiness · of 25 ranked | 150 |
| #7 | RAG PipelinesAgents · of 25 ranked | 157 |
| #7 | Long-Context Q&AAgents · of 25 ranked | 153 |
| #7 | Fiction CollaboratorPersonal · of 25 ranked | 161 |
| #7 | Math ProofsResearch · of 25 ranked | 150 |
| #7 | Literature ReviewResearch · of 25 ranked | 161 |
| #9 | Code ReviewCode · of 25 ranked | 154 |
| #9 | Bug FixingCode · of 25 ranked | 158 |
| #9 | Physics TutoringEducation · of 25 ranked | 138 |
| #9 | Essay GradingEducation · of 25 ranked | 154 |
| #9 | Scientific CodingResearch · of 25 ranked | 158 |
| #10 | Marketing CopyWriting · of 25 ranked | 122 |
| #10 | Standardized Test PrepEducation · of 25 ranked | 122 |
| #11 | Regex WritingCode · of 25 ranked | 128 |
| #11 | CI/CD PipelinesCode · of 25 ranked | 133 |
| #11 | Language TranslationWriting · of 25 ranked | 128 |
| #11 | Resume WritingBusiness · of 25 ranked | 114 |
| #11 | Agent WorkflowsAgents · of 25 ranked | 162 |
| #11 | Coding AgentsAgents · of 25 ranked | 162 |
| #11 | Tutoring for KidsPersonal · of 25 ranked | 128 |
| #13 | Math TutoringEducation · of 25 ranked | 130 |
| #14 | Screenshot DebuggingVision · of 25 ranked | 134 |
| #15 | Unit Test GenerationCode · of 25 ranked | 137 |
| #15 | CSV / Spreadsheet CleanupData · of 25 ranked | 140 |
| #15 | OCR / Document ParsingData · of 25 ranked | 136 |
| #15 | Table Extraction from PDFsData · of 25 ranked | 136 |
| #15 | Financial AnalysisProfessional · of 25 ranked | 134 |
| #15 | Fitness CoachingPersonal · of 25 ranked | 121 |
| #16 | SQL GenerationCode · of 25 ranked | 146 |
| #16 | Frontend Component DesignCode · of 25 ranked | 133 |
| #16 | Chart & Graph ReadingVision · of 25 ranked | 138 |
| #17 | Data AnalysisData · of 25 ranked | 138 |
| #17 | Meeting NotesBusiness · of 25 ranked | 143 |
| #17 | Experiment DesignResearch · of 25 ranked | 134 |
| #20 | SOP / Process DocsBusiness · of 25 ranked | 122 |
| #20 | Browser AutomationAgents · of 25 ranked | 141 |
| #21 | Sales / Cold EmailBusiness · of 25 ranked | 119 |
| #21 | Job Application DraftingBusiness · of 25 ranked | 119 |
| #21 | Journaling HelperPersonal · of 25 ranked | 119 |
| #21 | Recipe GenerationPersonal · of 25 ranked | 119 |
| #24 | Diagram ExtractionVision · of 25 ranked | 133 |
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Quick answers
- How much does OpenAI: GPT-5.4 (batch) cost?
- $1.25 per million input tokens and $7.50 per million output tokens.
- What is OpenAI: GPT-5.4 (batch)'s context window?
- 1,050,000 tokens, roughly 1,575 pages of text in a single request.
- Does OpenAI: GPT-5.4 (batch) support tool calling?
- It supports tool calling, structured output, a reasoning mode.
- Can OpenAI: GPT-5.4 (batch) process images?
- Yes, it accepts image input.