OpenAI: GPT-5.4
OpenAI's GPT-5.4 is a commercial model that accepts text, image, and file inputs, with a context window of 1,050,000 tokens and up to 128,000 output tokens per response. It supports tool use and reasoning, which suits agent workflows and multi-step tasks over large documents or codebases. Structured output support and weight availability are not listed, so teams that depend on either should verify them before committing. Pricing is $2.50 per million input tokens and $15.00 per million output tokens. The output rate makes long generations the main cost driver, while the large context keeps input-heavy work comparatively affordable. Its blended benchmark score of 97.0 rests on a single independent benchmark, EQ-Bench, where it scored 75.6. That is thin evidence for broad claims about quality. Shortlist it if you need very long context, multimodal input, and tool support, but run your own evaluations before treating its standing as proven.
Benchmark results
Independent, published benchmarks. Blended score 97.0 across 1 benchmark, last refreshed 2026-10-24. How scoring works →
| Benchmark | Measures | Score |
|---|---|---|
| EQ-Bench | emotional understanding in dialogue | 75.6 |
- Model ID
- openai/gpt-5.4
- Vendor
- openai
- Released
- March 2026
- Tokenizer
- GPT
- Input Modalities
- text, image, file
- 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 $2.50/M input and $15.00/M output rates. Run your own numbers →
| Job | Tokens | Cost |
|---|---|---|
| Summarize a 50-page report | 30k in / 1.5k out | $0.10 |
| Classify 1,000 customer emails | 500k in / 50k out | $2.00 |
| A month of a busy support chatbot | 5M in / 2M out | $42.50 |
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Quick answers
- How much does OpenAI: GPT-5.4 cost?
- $2.50 per million input tokens and $15.00 per million output tokens.
- What is OpenAI: GPT-5.4's context window?
- 1,050,000 tokens, roughly 1,575 pages of text in a single request.
- Does OpenAI: GPT-5.4 support tool calling?
- It supports tool calling, structured output, a reasoning mode.
- Can OpenAI: GPT-5.4 process images?
- Yes, it accepts image input.