GPT-5.1 Medium vs GPT-6 Astra: Specs & Benchmark Comparison
| Characteristic | GPT-5.1 Medium | GPT-6 Astra |
|---|---|---|
| Company | OpenAI | OpenAI |
| Release Date | November 11, 2025 | September 3, 2026 |
| Parameters | — | — |
| Multimodal | Yes | Yes |
| Context (input) | 256K | 1.1M |
| Context (output) | 64K | 128K |
| Input Price / 1M | $1.00 | $10.00 |
| Output Price / 1M | $4.00 | $50.00 |
| Average Score | 1.0 | 0.7 |
Verdict
GPT-6 Astra leads in 2 out of 4 comparison categories.
Overall Performance
Both models show comparable average scores: GPT-5.1 Medium — 1.0, GPT-6 Astra — 0.7.
API Cost
GPT-5.1 Medium is 12.0x cheaper: input $1.00/1M vs $10.00/1M tokens.
Context Window
GPT-6 Astra supports a larger context: 1M vs 256K tokens.
Recency
GPT-6 Astra is newer: released 9/3/2026 vs 11/11/2025.
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Frequently Asked Questions
Which is better for coding — GPT-5.1 Medium or GPT-6 Astra?
Direct comparison on the SWE-Bench benchmark is not available. We recommend reviewing other metrics on the comparison page.
Which model is cheaper — GPT-5.1 Medium or GPT-6 Astra?
GPT-5.1 Medium is cheaper for input: $1.00 per 1M tokens vs $10.00.
Which has a larger context window — GPT-5.1 Medium or GPT-6 Astra?
GPT-6 Astra supports a larger context: 1,050,000 tokens vs 256,000.
The GPT-5.1 Medium and GPT-6 Astra comparison is updated for 2026. Data includes benchmark results, API pricing, context window size and other specifications. For more detailed information, visit the GPT-5.1 Medium or GPT-6 Astra page. See also the complete list of AI model comparisons.