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The Aggregate — LLM benchmark aggregate

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Search models

search_models
Read-onlyIdempotent

Find ranked models by (partial) name or provider. Returns rank, Elo and the model page URL. One row per model by default, fused across reasoning-effort settings.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMax results (1-25, default 10).
queryYesModel or provider name fragment, e.g. "opus" or "deepseek".
include_variantsNoReturn each reasoning-effort variant separately (e.g. "Claude Opus 4.6 (High)") instead of one fused row per model. Default false.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • addedInput schema / properties / include_variants
      Added value: +{
+  "description": "Return each reasoning-effort variant separately (e.g. \"Claude Opus 4.6 (High)\") instead of one fused row per model. Default false.",
+  "type": "boolean"
+}
  2. First observed

TDQS

Score is being calculated.

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