# Cohere's 30B Coding Agent Beats Models 4x Its Size on One H100 — and It Shouldn't

> Source: <https://pub.towardsai.net/coheres-30b-coding-agent-beats-models-4x-its-size-on-one-h100-and-it-shouldn-t-a61b62b4de72?source=rss----98111c9905da---4>
> Published: 2026-06-21 05:52:05+00:00

A 30-billion-parameter model with only 3 billion active parameters has no business landing 0.6
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