Best Kwaipilot Models for RAG

Match · Updated July 2026

The best Kwaipilot model for RAG is KAT-Coder-Pro V2 — 33.7 intelligence with 262K tokens of context for retrieved passages.

33.7Intelligence

$0.300Input /M

262KContext

The best AI models for retrieval-augmented generation, ranked by intelligence among models with at least 128K tokens of context — enough to hold retrieved passages plus conversation. RAG pipelines run at volume, so weigh the price and speed columns as hard as the score.

1
kat-coder-pro-v2
ToolsJSON33.7 intel · $0.300/M · 262K ctx
33.7
Intelligence

Frequently asked

What is the best Kwaipilot model for RAG?

The best Kwaipilot model for RAG is KAT-Coder-Pro V2 — 33.7 intelligence with 262K tokens of context for retrieved passages.

How many Kwaipilot models are there?

modelgrep tracks 3 Kwaipilot models with live benchmarks, speed, latency and per-provider pricing, led on intelligence by KAT-Coder-Pro V2. 1 of them qualify for this ranking.

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