OpenAI: GPT-5.4 Mini
GPT-5.4 Mini is a multimodal model from OpenAI that accepts text, images, and files as input. It supports a 400,000-token context window with up to 128,000 tokens of output per request, and it includes tool use and reasoning capabilities. Structured output support is unconfirmed based on available data. At $0.75 per million input tokens and $4.50 per million output tokens, it sits in the budget-to-mid tier of capable multimodal models. Its blended benchmark score of 70.8 covers only three benchmarks, so treat that figure as a partial signal rather than a settled verdict. The coding score of 92.5 stands out and makes it worth shortlisting for development-focused workflows, while the agentic score of 49.8 suggests caution for complex multi-step automation tasks. Teams prioritizing long-context document processing at a moderate cost will find it worth evaluating.
- Model ID
- openai/gpt-5.4-mini
- Vendor
- openai
- 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
Strong choice for
Category rankings
Where OpenAI: GPT-5.4 Mini places across the 71 categories it ranks in. How we rank →
| # | Category | Score |
|---|---|---|
| #5 | Image CaptioningVision · of 25 ranked | 121 |
| #8 | OCR / Document ParsingData · of 25 ranked | 144 |
| #8 | Table Extraction from PDFsData · of 25 ranked | 144 |
| #9 | Customer SupportBusiness · of 25 ranked | 132 |
| #10 | JSON ExtractionData · of 25 ranked | 146 |
| #10 | Diagram ExtractionVision · of 25 ranked | 145 |
| #10 | Trivia & General KnowledgePersonal · of 25 ranked | 120 |
| #11 | Frontend Component DesignCode · of 25 ranked | 141 |
| #11 | Meeting NotesBusiness · of 25 ranked | 150 |
| #11 | Chart & Graph ReadingVision · of 25 ranked | 147 |
| #11 | Browser AutomationAgents · of 25 ranked | 161 |
| #11 | Dataset AnnotationResearch · of 25 ranked | 142 |
| #12 | Short-Form SummarizationWriting · of 25 ranked | 129 |
| #12 | Email DraftingWriting · of 25 ranked | 125 |
| #12 | Language LearningEducation · of 25 ranked | 125 |
| #12 | Screenshot DebuggingVision · of 25 ranked | 138 |
| #12 | Chat CompanionPersonal · of 25 ranked | 129 |
| #13 | CSV / Spreadsheet CleanupData · of 25 ranked | 151 |
| #13 | Blog Post WritingWriting · of 25 ranked | 136 |
| #13 | Function / Tool CallingAgents · of 25 ranked | 147 |
| #13 | Trip PlanningPersonal · of 25 ranked | 136 |
| #14 | Code CompletionCode · of 25 ranked | 132 |
| #14 | Code RefactoringCode · of 25 ranked | 158 |
| #14 | Unit Test GenerationCode · of 25 ranked | 148 |
| #14 | CI/CD PipelinesCode · of 25 ranked | 139 |
| #14 | ETL ScriptingData · of 25 ranked | 149 |
| #14 | Bulk Data LabelingData · of 25 ranked | 133 |
| #14 | Medical Note SummarizationProfessional · of 25 ranked | 149 |
| #14 | SOP / Process DocsBusiness · of 25 ranked | 134 |
| #14 | RAG PipelinesAgents · of 25 ranked | 158 |
| #15 | SQL GenerationCode · of 25 ranked | 164 |
| #15 | Code ReviewCode · of 25 ranked | 159 |
| #15 | Bug FixingCode · of 25 ranked | 170 |
| #15 | Contract ReviewProfessional · of 25 ranked | 169 |
| #15 | Essay GradingEducation · of 25 ranked | 159 |
| #15 | Resume WritingBusiness · of 25 ranked | 116 |
| #15 | RFP ResponseBusiness · of 25 ranked | 167 |
| #15 | Agent WorkflowsAgents · of 25 ranked | 179 |
| #15 | Coding AgentsAgents · of 25 ranked | 179 |
| #15 | Scientific CodingResearch · of 25 ranked | 170 |
| #16 | Math TutoringEducation · of 25 ranked | 141 |
| #16 | History TutoringEducation · of 25 ranked | 139 |
| #16 | Sales / Cold EmailBusiness · of 25 ranked | 121 |
| #16 | Job Application DraftingBusiness · of 25 ranked | 121 |
| #16 | Character RoleplayPersonal · of 25 ranked | 145 |
| #16 | Journaling HelperPersonal · of 25 ranked | 121 |
| #16 | Recipe GenerationPersonal · of 25 ranked | 121 |
| #16 | Fitness CoachingPersonal · of 25 ranked | 130 |
| #17 | Data AnalysisData · of 25 ranked | 160 |
| #17 | Long-Document SummarizationWriting · of 25 ranked | 154 |
| #17 | Marketing CopyWriting · of 25 ranked | 126 |
| #17 | Creative WritingWriting · of 25 ranked | 150 |
| #17 | Screenwriting & DialogWriting · of 25 ranked | 150 |
| #17 | Academic WritingWriting · of 25 ranked | 150 |
| #17 | Legal DraftingProfessional · of 25 ranked | 150 |
| #17 | Financial AnalysisProfessional · of 25 ranked | 150 |
| #17 | Physics TutoringEducation · of 25 ranked | 141 |
| #17 | Standardized Test PrepEducation · of 25 ranked | 126 |
| #17 | OKRs & Strategic PlanningBusiness · of 25 ranked | 150 |
| #17 | Math ProofsResearch · of 25 ranked | 150 |
| #17 | Experiment DesignResearch · of 25 ranked | 150 |
| #18 | Regex WritingCode · of 25 ranked | 132 |
| #18 | Language TranslationWriting · of 25 ranked | 132 |
| #18 | Legal ResearchProfessional · of 25 ranked | 159 |
| #18 | Scientific ResearchProfessional · of 25 ranked | 159 |
| #18 | Long-Context Q&AAgents · of 25 ranked | 149 |
| #18 | Fiction CollaboratorPersonal · of 25 ranked | 159 |
| #18 | Tutoring for KidsPersonal · of 25 ranked | 132 |
| #18 | Literature ReviewResearch · of 25 ranked | 159 |
| #20 | Code DocumentationCode · of 25 ranked | 140 |
| #24 | Transcript CleanupWriting · of 25 ranked | 138 |