Framework

The Sonnet-Class Swap

Most frontier leaders cluster at a Sonnet class that is, for most people, indistinguishable in practice.

How it works

  1. 1Open models like DeepSeek, GLM, Kimi, and Qwen can drop straight into that tier.
  2. 2The surprise: customers on Opus-class models try a Gemma 3 1B, a model small enough to run on a laptop, and find it just works.

Hear it on the podcast

40,000 Models, One API Key, and a $25M Bet on Open SourceListen to the episode

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