GPT-5 Nano Batch is OpenAI's language model with a 400K context window and up to 128K output tokens, starting at $0.025 / 1M input and $0.2 / 1M output. A batch-processing variant of OpenAI's ultra-compact GPT-5 Nano LLM optimized for asynchronous high-throughput workloads.
Specifications
Canonical IDopenai-gpt-5-nano-batch
TypeLanguage
StatusActive
CreatorOpenAIOpenAI
Providers
Context Window400K tokens
Max Output128K tokens
Input ModalitiesImagePDF
Output ModalitiesText
Reasoning Effortsdefault

Capabilities

Input2/5
Text·
Image
Audio·
Video·
PDF
Output1/5
Text
Image·
Audio·
Video·
Embedding·
Capabilities5/13
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
Cache Read
$ / 1M
OpenRouter logo
OpenRouter
openrouter/openai/gpt-5-nano:batch
$0.025$0.2$0.0025

Cost Calculator

US Dollar ($)
Preset:

Versions

VersionReleasedContextInput / 1MOutput / 1MStatus
GPT-5.4 Nano400K$0.200$1.25Available
GPT-5 Nano5.0M$0.050$0.400Deprecating
GPT-5 Nano Batch400K$0.025$0.200Current
GPT-5.4 Nano MediumAvailable
GPT-5 Nano MediumAvailable
GPT-5.4 Nano Non-ReasoningAvailable
GPT-5 Nano MinimalAvailable
GPT-4.1 Nano1.0M$0.100$0.400Deprecating

Other Models

ModelTierReleasedContextInput / 1MOutput / 1M
GPT-6 Astra1.1M$10.00$50.00
GPT-5.6 Sol1.1M$2.00$10.00
GPT-5.6 Terra1.1M$2.00$12.00
GPT-5.6 Luna1.1M$0.200$1.20
GPT-5.51.1M$5.00$30.00
GPT-5.4 MiniMini400K$0.750$4.50
GPT-5.41.1M$2.50$15.00
GPT-5.3 Codex400K$1.75$14.00
GPT-5.2 Codex400K$1.75$14.00
GPT-5.2410K$1.75$14.00

Model IDs

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