GPT-5 Pro Batch is OpenAI's language model with a 400K context window and up to 272K output tokens, starting at $7.50 / 1M input and $60.00 / 1M output. A batch-processing variant of OpenAI's high-capability GPT-5 Pro LLM optimized for asynchronous high-throughput workloads.
Specifications
Canonical IDopenai-gpt-5-pro-batch
TypeLanguage
StatusActive
CreatorOpenAIOpenAI
Providers
Context Window400K tokens
Max Output272K tokens
Input ModalitiesImagePDF
Output ModalitiesText
Reasoning Effortsdefault
Release Date · 1 year ago

Capabilities

Input2/5
Text·
Image✓
Audio·
Video·
PDF✓
Output1/5
Text✓
Image·
Audio·
Video·
Embedding·
Capabilities4/13
Reasoning✓
Adaptive Reasoning·
Function Calling✓
Parallel Function Calling·
Structured Outputs✓
Native JSON Schema·
Web Search✓
URL Context·
Computer Use·
Code Execution·
File Search·
Prompt Caching·
Assistant Prefill·

Pricing by Provider

US Dollar ($)
Per 1M tokens
ProviderStandard
Input
$ / 1M
Output
$ / 1M
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Vercel AI Gateway
openai/gpt-5-pro-batch
$7.50$60.00

Cost Calculator

US Dollar ($)
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GPT-5.6 Terra—1.1M$2.00$12.00
GPT-5.6 Luna—1.1M$0.200$1.20
GPT-5.5—1.1M$5.00$30.00
GPT-5.4 MiniMini400K$0.750$4.50
GPT-5.4 NanoNano400K$0.200$1.25

Model IDs

openai-gpt-5-pro-batch
openai/gpt-5-pro-batch
openrouter/openai/gpt-5-pro:batch