.TXT Serve models?→Release models?↓
Updated October 29, 2026

Tool-call index

Not all models are served equally by all providers. On a typical model, the worst provider breaks tool calls 19× as often as the best. Find the best one for your agents.

← All models
OpenAI · 7 providers · 623k tool calls a day
#ProviderBroken
tool calls
Tool calls
a day
$ in / out
per M
Tokens/sUptime
1Darkbloomfp8#0.13%20k$0.02 / $0.0962100.0%
2Groq#0.33%307k$0.07 / $0.3039499.8%
3DeepInfrabf16#2.01%5.3k$0.03 / $0.146499.3%
4Amazon Bedrock#2.77%191k$0.07 / $0.15320100.0%
5CoreWeavefp4#13.45%37k$0.03 / $0.139699.9%
6AkashMLfp4#20.78%6.2k$0.02 / $0.10136100.0%
7Parasailfp4#22.66%57k$0.03 / $0.1511996.8%
Recommended OpenRouter settings for gpt-oss-20b
{
  "provider": {
    "order": [
      "darkbloom/fp8",
      "groq",
      "deepinfra/bf16"
    ],
    "ignore": [
      "coreweave/fp4",
      "akashml/fp4",
      "parasail/fp4"
    ]
  }
}

Point your agent at llms.txt

Using gpt-oss-20b?

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And which provider to use.

For model makers

Broken tool calls carry your model's name

Releasing a model? Test it before launch.

Worst provider22.66%

of gpt-oss-20b's tool calls fail on Parasail (fp4).

Best to worst180×

as often on Parasail (fp4) as on Darkbloom (fp8), its best provider.

Every day26k

broken tool calls a day across its 7 providers.