OpenAI: GPT-5.4 Nano (batch)
This AI model, OpenAI's GPT-5.4 Nano, is designed for batch processing and supports input in text, image, and file formats up to 400,000 context tokens. It also includes tools and enables reasoning capabilities. Considering its price point of $0.1 per million input tokens and $0.625 per million output tokens, this model may be suitable for users who require a high capacity model with diverse input modalities and robust processing capabilities. Its benchmark score of 35.3 suggests competitive performance, although it's essential to evaluate its fit for specific applications before making a decision.
Benchmark results
Independent, published benchmarks. Blended score 31.5 across 1 benchmark, last refreshed 2026-09-23. How scoring works →
| Benchmark | Measures | Score |
|---|---|---|
| AI Index | broad capability composite | 34.2 |
- Model ID
- openai/gpt-5.4-nano:batch
- Vendor
- openai
- Released
- March 2026
- Tokenizer
- GPT
- Input Modalities
- file, image, text
- Output Modalities
- text
- Max Output
- 128,000 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 $0.10/M input and $0.62/M output rates. Run your own numbers →
| Job | Tokens | Cost |
|---|---|---|
| Summarize a 50-page report | 30k in / 1.5k out | under $0.01 |
| Classify 1,000 customer emails | 500k in / 50k out | $0.08 |
| A month of a busy support chatbot | 5M in / 2M out | $1.75 |
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Quick answers
- How much does OpenAI: GPT-5.4 Nano (batch) cost?
- $0.10 per million input tokens and $0.62 per million output tokens.
- What is OpenAI: GPT-5.4 Nano (batch)'s context window?
- 400,000 tokens, roughly 600 pages of text in a single request.
- Does OpenAI: GPT-5.4 Nano (batch) support tool calling?
- It supports tool calling, structured output, a reasoning mode.
- Can OpenAI: GPT-5.4 Nano (batch) process images?
- Yes, it accepts image input.