What does 99.9% uptime mean for inference?
Reliability numbers are easy to publish. We break down what 99%, 99.9%, and 99.99% uptime actually require, the failure domains each tier has to survive, and the questions to ask any inference provider before you commit.
By Ryan Lucchese, Sarung TripathiTogether AI Blog

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Originally published by Together AI Blog on Jul 16, 2026.
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