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benchlm.ai

benchlm.ai

live Unverified (seed import) AI & Agents 10 tools imperative implementation

LLM leaderboard and benchmark site comparing hundreds of AI models, with ranked scores, source evidence, API pricing, context windows, runtime and head-to-head pages.

First seen 2026-10-12 · Last seen 2026-10-12 · Source: webmcp.com

Answer 5 · Act 4 · Transact 1 · Score: Not yet scored

Tool inspector

find_best_models

answer imperative

Return top BenchLM-ranked AI models for a use case such as coding, reasoning, tool use, web research, computer use, long context, document AI, image understanding, factuality, open source, or value.

Input schema

PropertyTypeRequiredDescription
useCase string yes The use case or leaderboard to optimize for. Examples: coding, long context, tool use, web research, open source, value.
limit number no Maximum number of models to return. Defaults to 5.
openWeight boolean no If true, only return open-weight models.
maxOutputPrice number no Optional maximum output price per 1M tokens.
minContextTokens number no Optional minimum context window in tokens.
reasoning boolean no Optional. true returns reasoning models only; false returns non-reasoning models only.
Raw JSON schema
{
  "type": "object",
  "properties": {
    "useCase": {
      "type": "string",
      "description": "The use case or leaderboard to optimize for. Examples: coding, long context, tool use, web research, open source, value."
    },
    "limit": {
      "type": "number",
      "description": "Maximum number of models to return. Defaults to 5."
    },
    "openWeight": {
      "type": "boolean",
      "description": "If true, only return open-weight models."
    },
    "maxOutputPrice": {
      "type": "number",
      "description": "Optional maximum output price per 1M tokens."
    },
    "minContextTokens": {
      "type": "number",
      "description": "Optional minimum context window in tokens."
    },
    "reasoning": {
      "type": "boolean",
      "description": "Optional. true returns reasoning models only; false returns non-reasoning models only."
    }
  },
  "required": [
    "useCase"
  ]
}

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