openai

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.

Quality Score
100/100
price + capability + benchmarks
Input Price
$0.75
per 1M tokens
Output Price
$4.50
per 1M tokens
Context Window
400,000
tokens
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 →

#CategoryScore
#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

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