GPT-5.6 Luna vs KAT-Coder-Pro V1
Both have similar output pricing, while GPT-5.6 Luna offers a larger context window. Choose GPT-5.6 Luna or KAT-Coder-Pro V1 based on the trade-off between cost, context, and the benchmarks that matter for your use case.
| Spec | GPT-5.6 Luna | KAT-Coder-Pro V1 |
|---|---|---|
| Provider | OpenAI | Vercel AI Gateway |
| Input / 1M tokens | $0.20 | $0.30 |
| Output / 1M tokens | $1.20 | $1.20 |
| Context window | 1.1M | 256K |
| Parameters | — | — |
| Open weights | — | No |
| Released | — | Nov 2025 |
| LMArena (Chatbot Arena) Elo score | 1431 | — |
| LMArena WebDev Elo score | 1518 | 1256 |
| LMArena Vision Elo score | 1258 | — |
| GPQA Diamond score | 91.6 | — |
| Epoch Capabilities Index score | 156 | — |
FAQ
Is GPT-5.6 Luna or KAT-Coder-Pro V1 cheaper?
GPT-5.6 Luna and KAT-Coder-Pro V1 have comparable output pricing.
Which has the larger context window, GPT-5.6 Luna or KAT-Coder-Pro V1?
GPT-5.6 Luna 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.