Kat Coder Pro V1 API Pricing

These are the tracked rates, not a live quote. Hosted-provider choice, region, long-context tiers, caching, batch discounts, and temporary promotions can change the actual bill. Open-weight availability does not mean hosted inference is free. Workload examples assume the listed standard input and output rates, with no cache hits or discounts.

No model-specific official reference is recorded for this entry. Confirm the current rates directly with your inference provider.

Computed straight from the list prices above — token counts are illustrative workload sizes, not measurements of Kat Coder Pro V1.

In AI IQ's scoring, Kat Coder Pro V1's list price is adjusted by a token-usage multiplier of 1.032, giving an effective cost of $1.55 per 1M input + output tokens. That places it #47 of 149 models on the effective-cost ranking (lower is cheaper). Some models spend far more tokens than others on the same task, so effective cost compares what a unit of work really costs. Method details are on the methodology page; see all models on the cost charts and the falling cost of intelligence over time.

Models with a lower effective cost that score within a few IQ points of Kat Coder Pro V1 (IQ 104), or better.