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Topic

Free-tier inference

Model inference offered at no charge on shared capacity, normally with rate limits and variable availability.

Current clusters

build1 publisher

A six-label scorer keeps a 429 out of the model's error column

A dev.to post plants 24 fake API responses across six failure classes to show what a boolean pass rate does with a timeout, and its author says up front that the percentages are the fixture talking.

Publishers:dev.to

Reality

Evidence66
Adoption
Insufficient
Hype gap+10
Incentives65
Confidence70