Pyyan / Compare / GPT-6 Luna vs GPT-6.1 Sol
GPT-6 Luna vs GPT-6.1 Sol
2 of 5Language Models · verified 1 Oct 2026
GPT-6 LunaOpenAIcurrentGPT-6.1 SolOpenAIcurrent| Specification | GPT-6 Luna | GPT-6.1 Sol |
|---|---|---|
| Summary | Ten cents a million in, for the work that does not need thinking. | Astra's score on DeepSWE, at a fifth of Astra's cost. |
| Context | 1.05M | 1.05M |
| Input ($/Mtok) | $0.1 | $2 |
| Output ($/Mtok) | $0.5 | $10 |
| Licence | Proprietary | Proprietary |
| Max output | 128K | 128K |
| Parameters | Not published | Not published |
| Released | 22 Sep 2026 | 29 Sep 2026 |
| Model ID | gpt-6-luna | gpt-6.1-sol |
| Category | Language Models | Language Models |
| Official | OpenAI ↗ | OpenAI ↗ |
Highlighted rows are where these differ.
GPT-6 Luna
- Half the price of GPT-5.6 Luna, which it replaces at the bottom of the family
- Beats or matches GPT-5.6 Luna on all five benchmarks OpenAI published
- Same 1.05M context window as the tiers above it
Best for classification and high-volume chat.
GPT-6.1 Sol
- Matches GPT-6 Astra on DeepSWE v1.1 at roughly a fifth of the cost
- $5.47 per Terminal-Bench Science task against $23.80 for Astra
- Above 272K tokens a prompt bills at 2x input and 1.5x output for the whole request
Best for coding and agent work at volume.