GPT-5.4 (batch)
$1.25 per 1M input tokens and $7.50 per 1M output tokens · 1.05M context · vision, tools, reasoning, JSON.
Prices checked Oct 21, 2026 · tracked by LLM Cost Index since Oct 21, 2026
What GPT-5.4 (batch) costs per month
Estimated monthly bill for typical workloads, using the cached-input price for repeated context. Try your own numbers in the cost calculator.
| Workload | Per month |
|---|---|
| Customer chatbot 1,000 conversations a day, 8 turns each | $837 |
| Document Q&A (RAG) 500 questions a day over retrieved documents | $159 |
| Coding / tool-using agent 200 tasks a day, long tool-heavy contexts | $326 |
| Content generation 30 long articles a day | $20.25 |
| Classification / extraction 100,000 short items a day | $1,463 |
Prompts above 272K tokens are billed at $2.50 input / $11.25 output per 1M.
Price history
We started tracking GPT-5.4 (batch) on Oct 21, 2026; the chart appears as soon as there is a second data point. See all recent price changes.
Cheaper alternatives to GPT-5.4 (batch)
Models with the same tool calling, image input, structured output for at least 20% less (3:1 input/output mix), most capable first.
| Model | Input / 1M | Output / 1M | Context | Capabilities |
|---|---|---|---|---|
| Muse Spark 1.3 Meta | $1.25 | $4.25 | 1.05M | visiontoolsreasoningJSON |
| MiMo-V2.6-Pro Xiaomi | $0.435 | $0.87 | 1.05M | visionaudiotoolsreasoningJSONopen weights |
| Step 5 Preview Stepfun | $1.00 | $2.70 | 1.05M | visiontoolsreasoningJSONopen weights |
| Claude Haiku 5.5 Anthropic | $0.10 | $0.50 | 1M | visiontoolsreasoningJSON |
| GLM 5.3 Flash Z.ai | $0.041 | $0.12 | 1.05M | visiontoolsreasoningJSONopen weights |
How to pay less for GPT-5.4 (batch)
For a customer chatbot (1,000 conversations a day, 8 turns each) that costs $1,080 a month at list price without caching:
| Option | Per month | You save |
|---|---|---|
| Move to Muse Spark 1.3 (similar capabilities) | $569 | $511 (47%) |
| Use prompt caching (60% of input cached) | $837 | $243 (22%) |
Other workloads: cut-your-bill tool for GPT-5.4 (batch).
Specifications
| Model ID | openai/gpt-5.4:batch |
| Input | text, image, file |
| Output | text |
| Tool calling | Yes |
| Structured output | Yes |
| Reasoning mode | Yes |
| Open weights | No |
| Released | Mar 5, 2026 |
| Web search | $0.01 per request |
FAQ
- How much does GPT-5.4 (batch) cost?
- $1.25 per million input tokens and $7.50 per million output tokens; cached input costs $0.125 per million. Prompts over 272K tokens are billed at $2.50 / $11.25. Prices as of Oct 21, 2026.
- What is the context window of GPT-5.4 (batch)?
- 1.05M tokens, with up to 128K output tokens per response.
- Does GPT-5.4 (batch) support images, tools and structured output?
- Images as input: yes. Tool calling: yes. Structured (JSON) output: yes. Reasoning mode: yes.
- What are cheaper alternatives to GPT-5.4 (batch)?
- Models with the same key capabilities for at least 20% less include Muse Spark 1.3 ($1.25 / $4.25), MiMo-V2.6-Pro ($0.435 / $0.87), Step 5 Preview ($1.00 / $2.70).
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