GPT-5.4 (batch)

OpenAI· released 5 Mar 2026

openai/gpt-5.4:batch
Input / 1M tokens
$1.25
Output / 1M tokens
$7.5
Context window1.1M tokens

Longest answer: 128K tokens

reads textreads imagereads filetool callingvisionreasoning

About

GPT-5.4 (batch) is an OpenAI model endpoint for batch use, with text output and support for text, image, and file inputs. It supports reasoning and tools, so it can be considered for workflows that need those capabilities alongside multimodal input. Its context window is 1,050,000 tokens, with a maximum output of 128,000 tokens. The listed price is $1.25 per 1M input tokens and $7.5 per 1M output tokens. The model ID is openai/gpt-5.4:batch, and its official listing is on OpenRouter. GPT-5.4 was released on 2026-03-05. For stack decisions, the key details are the batch endpoint, supported input types, token limits, and per-million-token rates; these define its fit more concretely than the broad model-family label.

Who it is for

Teams looking for a batch model endpoint with reasoning and tools may consider GPT-5.4 (batch). It accepts text, image, and file inputs and returns text.

What is good

  • Accepts text, image, and file inputs
  • Supports reasoning and tools
  • Context window of 1,050,000 tokens
  • Maximum output of 128,000 tokens

What to know first

  • Input costs $1.25 per 1M tokens
  • Output costs $7.5 per 1M tokens

Verdict

GPT-5.4 (batch) combines multimodal inputs with reasoning and tool support. Its listed rates are $1.25 per 1M input tokens and $7.5 per 1M output tokens.

Details

Lab
OpenAIopenrouter.ai · 3 Oct 2026
Context
1,050Kopenrouter.ai · 3 Oct 2026
Input price
$1.25 / 1Mopenrouter.ai · 3 Oct 2026
Output price
$7.5 / 1Mopenrouter.ai · 3 Oct 2026
Max output
128,000 tokensopenrouter.ai · 3 Oct 2026
Inputs
text, image, fileopenrouter.ai · 3 Oct 2026
Open weights
Noopenrouter.ai · 3 Oct 2026

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