GPT-5.4 Pro vs gpt-image-2
gpt-image-2 is cheaper on output tokens, while GPT-5.4 Pro offers a larger context window. Choose GPT-5.4 Pro or gpt-image-2 based on the trade-off between cost, context, and the benchmarks that matter for your use case.
| Spec | GPT-5.4 Pro | gpt-image-2 |
|---|---|---|
| Provider | OpenAI | OpenAI |
| Input / 1M tokens | $30.00 | $8.00 |
| Output / 1M tokens | $180.00 | $8.00 |
| Context window | 1.1M | 0 |
| Parameters | — | — |
| Open weights | No | No |
| Released | Mar 2026 | Apr 2026 |
| GPQA Diamond score | 94.6 | — |
| FrontierMath score | 50.0 | — |
| Epoch Capabilities Index score | 160 | — |
FAQ
Is GPT-5.4 Pro or gpt-image-2 cheaper?
gpt-image-2 is cheaper on output tokens ($8.00 vs $180.00 per 1M).
Which has the larger context window, GPT-5.4 Pro or gpt-image-2?
GPT-5.4 Pro has the larger context window (1.1M tokens).
Pricing is indicative — confirm with the provider before production use. Highlighted values indicate the better figure for that row.