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Stackness10 min read

How do you tell whether a hosted model got nerfed? The frozen eval panel, and what livenerf measures

A frozen eval panel is the only rerunnable way to tell whether a hosted model got worse. What livenerf measures on Opus 5.5, and how to size your own.

By Sergei GordeichukStackness Blog
How do you tell whether a hosted model got nerfed? The frozen eval panel, and what livenerf measures

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Originally published by Stackness Blog on Oct 2, 2026.

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