GPT-6 Astra vs GPT-5.4 Pro
GPT-6 Astra vs GPT-5.4 Pro: which AI model is cheaper, has the larger context window and more capabilities? Side-by-side comparison updated daily.
Quick verdict
- GPT-6 Astra is 3.4× cheaper than GPT-5.4 Pro for the same mix of input and output tokens.
- Both have the same context window.
- GPT-6 Astra is the more recent release (Sep 4, 2026).
- GPT-6 Astra scores higher on independent tests (overall index 166.6 vs 159.1).
- GPT-6 Astra is both cheaper and better rated: for most uses it is the better choice.
| GPT-6 Astra | GPT-5.4 Pro | |
|---|---|---|
| Company | OpenAI | OpenAI |
| Released | Sep 4, 2026 ● | Mar 5, 2026 |
| Overall index | 166.6 ● | 159.1 |
| GPQA Diamond | 95.8% ● | 94.6% |
| AIME math | 100% | — |
| FrontierMath | 93.7% ● | 82.5% |
| SimpleQA Verified | 75.6% ● | 46.3% |
| Input (per 1M tokens) | $10 ● | $30 |
| Output (per 1M tokens) | $50 ● | $180 |
| Cost for 1M input + 1M output tokens | $60.00 ● | $210 |
| Providers | 7 ● | 3 |
| Context | 1.1M | 1.1M |
| Max output | 128K | 128K |
| Inputs | Files, Image, Text | Text, Image, Files |
| Outputs | Text | Text |
| Reasoning | ✓ | ✓ |
| Tool use | ✓ | ✓ |
| Structured output | ✓ | ✓ |
| Open weights | — | — |