openai

OpenAI: o3 (batch)

The OpenAI o3 (batch) model is designed for various tasks that involve processing and generating content from different modalities, including text, images, and files. It can handle context lengths of up to 200,000 tokens and supports tools, reasoning capabilities, but does not produce structured output. For users who need a model that can handle diverse inputs and has some reasoning capabilities, the OpenAI o3 (batch) might be worth considering. Its price point is $5 per million input/output tokens, which may be competitive for large-scale applications with sufficient budget. However, its blended benchmark score of 72.1 across three independent benchmarks indicates it may not outperform other models in specific domains or tasks; users should evaluate its performance based on their own needs and priorities.

Quality Score
100/100
price + capability + benchmarks
Input Price
$1.00
per 1M tokens · checked 2026-09-23
Output Price
$4.00
per 1M tokens · checked 2026-09-23
Context Window
200,000
tokens

Benchmark results

Independent, published benchmarks. Blended score 71.2 across 3 benchmarks, last refreshed 2026-09-23. How scoring works →

BenchmarkMeasuresScore
Aider Polyglot code editing across languages 81.3
AI Index broad capability composite 33.3
EQ-Bench emotional understanding in dialogue 74.7
Model ID
openai/o3:batch
Vendor
openai
Released
April 2025
Tokenizer
GPT
Input Modalities
image, text, file
Output Modalities
text
Max Output
100,000 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 $1.00/M input and $4.00/M output rates. Run your own numbers →

JobTokensCost
Summarize a 50-page report 30k in / 1.5k out $0.04
Classify 1,000 customer emails 500k in / 50k out $0.70
A month of a busy support chatbot 5M in / 2M out $13.00

Strong choice for

Category rankings

Where OpenAI: o3 (batch) places across the 53 categories it ranks in. How we rank →

#CategoryScore
#1 Sales / Cold EmailBusiness · of 25 ranked 121
#1 Job Application DraftingBusiness · of 25 ranked 121
#1 SOP / Process DocsBusiness · of 25 ranked 128
#1 Journaling HelperPersonal · of 25 ranked 121
#1 Recipe GenerationPersonal · of 25 ranked 121
#2 Regex WritingCode · of 25 ranked 131
#2 Marketing CopyWriting · of 25 ranked 126
#2 Language TranslationWriting · of 25 ranked 131
#2 Standardized Test PrepEducation · of 25 ranked 126
#2 Resume WritingBusiness · of 25 ranked 115
#2 Tutoring for KidsPersonal · of 25 ranked 131
#3 Data AnalysisData · of 25 ranked 148
#3 Financial AnalysisProfessional · of 25 ranked 143
#3 Math TutoringEducation · of 25 ranked 137
#3 Diagram ExtractionVision · of 25 ranked 139
#3 Browser AutomationAgents · of 25 ranked 148
#3 Fitness CoachingPersonal · of 25 ranked 127
#3 Experiment DesignResearch · of 25 ranked 144
#5 SQL GenerationCode · of 25 ranked 152
#5 Frontend Component DesignCode · of 25 ranked 137
#5 Screenshot DebuggingVision · of 25 ranked 136
#5 Chart & Graph ReadingVision · of 25 ranked 143
#6 Function / Tool CallingAgents · of 25 ranked 129
#7 Blog Post WritingWriting · of 25 ranked 134
#7 Physics TutoringEducation · of 25 ranked 139
#7 Trip PlanningPersonal · of 25 ranked 134
#8 Unit Test GenerationCode · of 25 ranked 141
#8 CI/CD PipelinesCode · of 25 ranked 135
#8 Agent WorkflowsAgents · of 25 ranked 163
#8 Coding AgentsAgents · of 25 ranked 163
#12 Code ReviewCode · of 25 ranked 153
#12 Bug FixingCode · of 25 ranked 157
#12 Essay GradingEducation · of 25 ranked 153
#12 Scientific CodingResearch · of 25 ranked 157
#16 ETL ScriptingData · of 25 ranked 142
#16 Creative WritingWriting · of 25 ranked 146
#16 Screenwriting & DialogWriting · of 25 ranked 146
#16 Academic WritingWriting · of 25 ranked 146
#16 Legal DraftingProfessional · of 25 ranked 146
#16 Medical Note SummarizationProfessional · of 25 ranked 142
#16 OKRs & Strategic PlanningBusiness · of 25 ranked 146
#16 Math ProofsResearch · of 25 ranked 146
#17 CSV / Spreadsheet CleanupData · of 25 ranked 140
#18 OCR / Document ParsingData · of 25 ranked 136
#18 Table Extraction from PDFsData · of 25 ranked 136
#21 Character RoleplayPersonal · of 25 ranked 141
#22 RFP ResponseBusiness · of 25 ranked 156
#23 Contract ReviewProfessional · of 25 ranked 160
#24 Legal ResearchProfessional · of 25 ranked 154
#24 Scientific ResearchProfessional · of 25 ranked 154
#24 History TutoringEducation · of 25 ranked 136
#24 Fiction CollaboratorPersonal · of 25 ranked 154
#24 Literature ReviewResearch · of 25 ranked 154

Similar models

Quick answers

How much does OpenAI: o3 (batch) cost?
$1.00 per million input tokens and $4.00 per million output tokens.
What is OpenAI: o3 (batch)'s context window?
200,000 tokens, roughly 300 pages of text in a single request.
Does OpenAI: o3 (batch) support tool calling?
It supports tool calling, structured output, a reasoning mode.
Can OpenAI: o3 (batch) process images?
Yes, it accepts image input.

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