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Updated October 31, 2026 · How we measure

Structured-output index

The same model breaks your pipeline's structured outputs 15× more often on some inference providers than on others. Find the best one for your pipelines.

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2 models · 1.5M structured outputs a day
#ModelBroken
structured outputs
RankBest for
this model
Structured outputs
a day
1DeepSeek V4.1 Flash 1017fp41.16%15 of 33Reka AI 0.40%560k
2DeepSeek V4.1 Flashfp42.03%17 of 28DeepInfra (fp8/flex) 0.35%927k
New models

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And which provider to use.

For inference providers

Structured outputs don't have to break

The same provider can handle structured outputs well on one model and struggle on the next. Implementations diverge on strings, optionals, composition and conditionals (the April announcement): the schema one provider enforces, another ignores.

Worst model2.03%

of DeepSeek V4.1 Flash's structured outputs fail on Relace (fp4).

Best model1.16%

on DeepSeek V4.1 Flash 1017, its best model.

Best on0 of 2

models, where Relace is the most reliable provider.

dotjson plugs into your inference stack, so every model you serve gets perfect structured outputs from day 0.

Fix Relace's structured outputs↵