openai

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.

Quality Score
100/100
price + capability + benchmarks
Input Price
$1.25
per 1M tokens · checked 2026-09-23
Output Price
$7.50
per 1M tokens · checked 2026-09-23
Context Window
1,050,000
tokens

Benchmark results

Independent, published benchmarks. Blended score 80.9 across 2 benchmarks, last refreshed 2026-09-23. How scoring works →

BenchmarkMeasuresScore
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 →

JobTokensCost
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 →

#CategoryScore
#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 Regex WritingCode · of 25 ranked 128
#10 Marketing CopyWriting · of 25 ranked 122
#10 Language TranslationWriting · of 25 ranked 128
#10 Standardized Test PrepEducation · of 25 ranked 122
#10 Resume WritingBusiness · of 25 ranked 114
#10 Tutoring for KidsPersonal · of 25 ranked 128
#11 CI/CD PipelinesCode · of 25 ranked 133
#11 Agent WorkflowsAgents · of 25 ranked 162
#11 Coding AgentsAgents · of 25 ranked 162
#12 Screenshot DebuggingVision · of 25 ranked 134
#13 Math TutoringEducation · of 25 ranked 130
#14 Frontend Component DesignCode · of 25 ranked 133
#14 Chart & Graph ReadingVision · of 25 ranked 138
#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 Sales / Cold EmailBusiness · of 25 ranked 119
#16 Job Application DraftingBusiness · of 25 ranked 119
#16 Journaling HelperPersonal · of 25 ranked 119
#16 Recipe GenerationPersonal · of 25 ranked 119
#17 Data AnalysisData · of 25 ranked 138
#17 Experiment DesignResearch · of 25 ranked 134
#18 Meeting NotesBusiness · of 25 ranked 143
#18 Browser AutomationAgents · of 25 ranked 141
#19 SOP / Process DocsBusiness · of 25 ranked 122
#19 Diagram ExtractionVision · of 25 ranked 133

Similar models

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.

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