KAT-Coder-Pro V1 vs o3-deep-research
KAT-Coder-Pro V1 is cheaper on output tokens, while KAT-Coder-Pro V1 offers a larger context window. Choose KAT-Coder-Pro V1 or o3-deep-research based on the trade-off between cost, context, and the benchmarks that matter for your use case.
| Spec | KAT-Coder-Pro V1 | o3-deep-research |
|---|---|---|
| Provider | Vercel AI Gateway | Vercel AI Gateway |
| Input / 1M tokens | $0.30 | $10.00 |
| Output / 1M tokens | $1.20 | $40.00 |
| Context window | 256K | 200K |
| Parameters | — | — |
| Open weights | No | No |
| Released | Nov 2025 | Jun 2025 |
FAQ
Is KAT-Coder-Pro V1 or o3-deep-research cheaper?
KAT-Coder-Pro V1 is cheaper on output tokens ($1.20 vs $40.00 per 1M).
Which has the larger context window, KAT-Coder-Pro V1 or o3-deep-research?
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.