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Claude Haiku 4.5 vs KAT-Coder-Pro V2.5

Side-by-side API pricing and Artificial Analysis performance for Claude Haiku 4.5 (Anthropic) and KAT-Coder-Pro V2.5 (Kwaipilot). Green cells mark the better value in each row.

Prices updated Jul 22, 2026, 1:36 AM UTC · refreshed hourly

Claude Haiku 4.5

Anthropic

KAT-Coder-Pro V2.5

Kwaipilot

Pricing
Input $/1M$1.00$0.74
Output $/1M$5.00$2.96
Blended $/1M (3:1)$2.00$1.29
RAG example (30K in / 2K out)$0.04$0.0281
Quality & speed
Intelligence Index29.6
Coding Index43.9
Agentic Index16.4
Output speed (tok/s)
Time to first token
Specs
Context window200K256K
Input modalitiestext, image, filetext

FAQ

Which is cheaper, Claude Haiku 4.5 or KAT-Coder-Pro V2.5?

KAT-Coder-Pro V2.5 has the lower blended API price at $1.29 per 1M tokens (3:1 input:output mix), versus $2.00 for the other model. Prices are live from OpenRouter and refresh about hourly.

Which is better for RAG workloads?

For a typical RAG request (30K input / 2K output tokens), KAT-Coder-Pro V2.5 costs about $0.0281 per request versus $0.04. Also compare context windows: Claude Haiku 4.5 offers 200K and KAT-Coder-Pro V2.5 offers 256K.

Which scores higher on Artificial Analysis benchmarks?

Claude Haiku 4.5 leads on the Artificial Analysis Intelligence Index (29.6 vs —). Check coding and agentic indices on this page for workload-specific tradeoffs.