The Open-Weight Release That Shook the Leaderboard
A permissively licensed model from a Chinese lab is now competitive with closed flagships — and anyone can run it.
Sophia Chen🇨🇦 China Desk CorrespondentJun 27, 2026 5m readOpen weights used to mean "good enough for hobbyists." That framing no longer holds.
Competitive, and free to run
The newest permissively licensed release lands within striking distance of closed flagships on reasoning and coding evaluations, while shipping weights that teams can host themselves.
For regulated industries that cannot send data to third-party APIs, a strong open model is a strategic unlock.
The catch
Running a frontier-scale model still demands serious hardware. The value is real, but the operational cost is not zero — which is exactly why our hardware desk exists.
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