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@emollick

Ethan Mollick

@emollick

This matches the general feeling on the big Chinese open source models. They have great benchmarks and near-frontier status on some coding, but there is a larger gap with the the big closed models than the benchmarks would indicate when it comes to real work and general “smarts”

Flo Crivello

Flo Crivello

@Altimor

· Feb 18

But every time we've evaluated them, we've found the same thing: that their real life performance, for agentic behavior, and outside of coding use cases, falls extremely short of what they show on evals.

6:33 PM · Feb 18, 2026