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Pick 2–3 models to overlay their suite radars and line up every stat. Best value in each row is highlighted.

Verified data — every figure is cited. See sources.
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Intelligence Coding Agentic
KAT-Coder-Pro V1
32.1VCI
Metric KAT-Coder-Pro V1
Vibe Coding Index 32.1
Intelligence 35
Coding 59
Agentic 15
Blended $/M
Input $/M
Output $/M
Output speed (tok/s)
Latency TTFT (s)
Context
Released
License Proprietary