Auto Exacto

Auto Exacto is a default routing behavior that activates when your request includes tools. Instead of routing by price alone, ARouter re-ranks providers using tool-calling quality signals — so the model that’s best at following tool schemas wins over the cheapest option.

How It Works

For tool-calling requests, ARouter scores providers on:

Schema adherence — Does the provider reliably return valid JSON matching the tool schema?
Argument accuracy — Are the tool arguments factually correct and well-formed?
Parallel tool calls — Does the provider correctly handle multi-tool responses?
Call frequency — Does the provider invoke tools when it should (not under/over-calling)?

Scores are derived from ARouter’s aggregate routing data across all requests on the platform.

Behavior

Request type	Routing strategy
No `tools`	Price-weighted (default)
With `tools`	Auto Exacto (quality-ranked)
With `tools` + `provider.sort: price`	Price-weighted (you opted out)
With `tools` + model suffix `:floor`	Price-weighted (you opted out)

Example

{
  "model": "openai/gpt-5.4",
  "messages": [{"role": "user", "content": "Get the weather in Shanghai"}],
  "tools": [
    {
      "type": "function",
      "function": {
        "name": "get_weather",
        "parameters": {
          "type": "object",
          "properties": {
            "city": {"type": "string"},
            "unit": {"type": "string", "enum": ["celsius", "fahrenheit"]}
          },
          "required": ["city"]
        }
      }
    }
  ]
}

With tools present, Auto Exacto is active. ARouter picks the provider endpoint with the highest tool-calling quality score for this model, not necessarily the cheapest one.

Opting Out

Three ways to disable Auto Exacto and fall back to price-based routing: 1. Explicit price sort:

{
  "provider": {"sort": "price"},
  "tools": [...]
}

2. Use the :floor variant:

{"model": "openai/gpt-5.4:floor", "tools": [...]}

3. Explicit provider order:

{
  "provider": {"order": ["OpenAI", "Azure"]},
  "tools": [...]
}

:exacto Model Variant — Explicitly enable quality-ranked routing for any request (not just tool calls)
Provider Routing — Full provider object reference
Tool Calling — Tool calling guide

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