KAT-Coder-Pro V1 vs Pixtral 12B
Pixtral 12B is cheaper on output tokens, while KAT-Coder-Pro V1 offers a larger context window. Choose KAT-Coder-Pro V1 or Pixtral 12B based on the trade-off between cost, context, and the benchmarks that matter for your use case.
| Spec | KAT-Coder-Pro V1 | Pixtral 12B |
|---|---|---|
| Provider | Vercel AI Gateway | Vercel AI Gateway |
| Input / 1M tokens | $0.30 | $0.15 |
| Output / 1M tokens | $1.20 | $0.15 |
| Context window | 256K | 128K |
| Parameters | — | — |
| Open weights | No | Yes |
| Released | Nov 2025 | Sep 2024 |
FAQ
Is KAT-Coder-Pro V1 or Pixtral 12B cheaper?
Pixtral 12B is cheaper on output tokens ($0.15 vs $1.20 per 1M).
Which has the larger context window, KAT-Coder-Pro V1 or Pixtral 12B?
KAT-Coder-Pro V1 has the larger context window (256K tokens).
Pricing is indicative — confirm with the provider before production use. Highlighted values indicate the better figure for that row.