Search LMArena Models by Name or Organization

Find LMArena leaderboard entries using a model or organization name. Your assistant handles the search and compares the returned models, explaining which ranking the results belong to.

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CodexClaude CodeCursorWindsurfCline

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Use Toolmu search-leaderboard-models-lmarena to find records for my ordinary model or organization name. Reuse a working Toolmu connection, or follow https://toolmu.com/SKILL.md to connect. Check current requirements, availability and the cumulative Credits ceiling, then execute within my authorization and budget. Put my name keyword into the current documented required search input internally; never ask me for a query-field name, model identifier, category code or technical parameters. The supplier documents matching text within display names and organization names, not semantic capability or task-suitability search; do not create a local classifier. For the ordinary name-only request, leave the optional category unspecified and explain the actual category returned, without claiming a default or an all-category search. The own retained successful Claude result returned the text category, but its actual submitted input is unknown; this does not prove a category default or accepted-value list, and another Tool’s category witness must not be transferred. If I request a specific ranking purpose, verify this Tool’s actual accepted category through current supplier documentation, returned metadata or a separately authorized bounded witness. Handle a confirmed source reference internally; if unresolved, ask a readable scope question and offer only confirmed choices, without raw category IDs, website-path guesses or silent fallback. If I provide a display count, select up to that many matching records after retrieval rather than adding an undocumented count, sorting or pagination control. Keep complete names and versions separate, actual scope and original source ranks unchanged, and source bounds and missing information intact. Include scores, votes, links, context and pricing only when supplied, retaining unconfirmed units and separating model pricing from the lookup’s charge. Do not run models, search the web or claim a best choice or current access. Bracketed example text is replaced by my own content.

Task:
Find LMArena records for [model or organization name, such as Claude]. Show up to [number of models to display, such as three] matching models with complete names, ranks, scores and votes. Explain the actual ranking scope and missing information.

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Connection guide

Up to 0.012 credits / call

The final charge is based on confirmed usage. Unused reserved credits return to your available balance.

LMArena

Search LMArena Models by Name or Organization

Find LMArena leaderboard entries using a model or organization name. Your assistant handles the search and compares the returned models, explaining which ranking the results belong to.

You receive

Matching model records with complete names and organizations, plus source ranks, scores, votes and reference links when supplied. Your assistant explains the actual ranking scope, preserves original ranks and clearly marks missing information.

Start with your task

Find LMArena records for [model or organization name, such as Claude]. Show up to [number of models to display, such as three] matching models with complete names, ranks, scores and votes. Explain the actual ranking scope and missing information.

What to know

The search looks for text in model or organization names; it does not choose a model from a task description. An unspecified ranking scope does not mean every leaderboard is searched. This lookup does not run models, search the web or guarantee suitability or current service access.

Inputs & outputs

Inspect the current inputs, availability, and maximum charge before starting.

Input schema

Input schema
Field / Path	Type	Requirement	Meaning
Model-name query`queryParams`	`object`	Required	Required object containing the query string and an optional category string. The published input schema accepts no other nested properties. Required fields `query`
Name or organization keyword`queryParams.query`	`string`	Required	Required string. The supplier documents case-insensitive substring matching against model display names or organization names; it is not semantic capability search.
Optional leaderboard category`queryParams.category`	`string`	Optional	Optional category string. No accepted-value enum or default behavior is published; confirm the intended identifier rather than assuming all-category search.

View raw JSON

{
  "type": "object",
  "required": [
    "queryParams"
  ],
  "properties": {
    "queryParams": {
      "type": "object",
      "required": [
        "query"
      ],
      "properties": {
        "query": {
          "type": "string",
          "description": "Search keyword to match against model display names or organization names (case-insensitive substring match)."
        },
        "category": {
          "type": "string",
          "description": "Leaderboard category to search in."
        }
      },
      "additionalProperties": false
    }
  },
  "additionalProperties": false
}

Result schema

No fixed output contract is available. Field types reflect saved result evidence; individual responses can differ.

Result schema
Field / Path	Type	Meaning
Returned query`result.data.query`	`string`	Query string returned with the response. Use it to show which search term the matching records belong to.
Matching model records`result.data.results`	`array`	Matching records returned within the response’s category. Preserve the actual list and source ranks; its size is not a fixed future count or a new ranking.
Source rank`result.data.results[].rank`	`number`	Source rank supplied for this matched record. Preserve it within the returned category; do not renumber it as a position in the shorter match list.
Votes`result.data.results[].votes`	`number`	Source vote count associated with the model record. It does not establish unique-voter counts or a verified voting method.
Source rating`result.data.results[].rating`	`number`	Source rating for the matched configuration. Score scale and calculation method are not established here; it is not a personal task guarantee.
License label`result.data.results[].license`	`string`	Source license string. It does not establish complete license terms, current account access or permission for your intended use.
Model identifier`result.data.results[].modelKey`	`string`	Source identifier for the returned model/configuration. Preserve it exactly; it is not a documented selection parameter for this search.
Model reference link`result.data.results[].modelUrl`	`string`	Reference link associated with the model record. It is not an executed-model result or a guarantee of current service access.
Lower-labeled rank bound`result.data.results[].rankLower`	`number`	Source rank bound under the lower label. Preserve its value even when it exceeds rankUpper; method and confidence level are unknown.
Upper-labeled rank bound`result.data.results[].rankUpper`	`number`	Source rank bound under the upper label. Do not swap it with rankLower; method and confidence level are unknown.
Lower rating bound`result.data.results[].ratingLower`	`number`	Lower rating-bound value supplied by the source. Keep the number without inferring a confidence level or statistical method.
Upper rating bound`result.data.results[].ratingUpper`	`number`	Upper rating-bound value supplied by the source. Keep the number without inferring a confidence level or statistical method.
Context value`result.data.results[].contextLength`	`number`	Source context metadata. Its unit and workload capacity are not established; do not treat the number as a verified input limit.
Complete model name`result.data.results[].modelDisplayName`	`string`	Display name supplied for the matched configuration. Keep the full string so similar names do not silently merge distinct records.
Organization`result.data.results[].modelOrganization`	`string`	Organization string supplied for the record. Keep the source value rather than deriving an organization from a model name or link.
Input price value`result.data.results[].inputPricePerMillion`	`number`	Source value supplied in inputPricePerMillion. Currency, counted quantity and billing conditions need confirmation before you estimate a model’s cost. This lookup has its own charge.
Output price value`result.data.results[].outputPricePerMillion`	`number`	Source value supplied in outputPricePerMillion. Currency, counted quantity and billing conditions need confirmation before you estimate a model’s cost. This lookup has its own charge.
Returned leaderboard category`result.data.category`	`string`	Category string reported for this search result. It establishes the returned scope, not an accepted-value enum or a default for omitted category input.

Additional notes

Choose a model or organization name you want to find; part of a familiar name can also be used. Your assistant searches for that text and explains which ranking the returned records belong to. If you want a particular leaderboard, describe it in ordinary language so the assistant can confirm the supported scope.

A match list is a subset of the source leaderboard. Preserve its original rank values even when they contain gaps or start above one, and keep complete model identifiers so similarly named configurations remain separate. Table row order and a model’s source rank serve different purposes; do not renumber ranks to match the shorter list.

Read ratings with votes and keep source bounds unchanged, including rank bounds whose labels appear in the opposite numerical order. Their calculation method and confidence level are not established here. Context and price values are additional source metadata with unverified units or billing conditions; use the references to check the service before making a workload or cost decision.

Questions about this tool.

Inputs, results and details to know before running it.

Get connected

This search finds text in model or organization names. Provide a familiar name or part of it; a desired capability alone does not establish which name to search.

Search LMArena Models by Name or Organization

Search LMArena Models by Name or Organization

You receive

Start with your task

What to know

Inputs & outputs

Input schema

Result schema

Provide a model or organization name

Choose how many matches to show

Compare the actual matching models

Questions about this tool.

You receive

Start with your task

What to know

Inputs & outputs

Input schema

Result schema

Provide a model or organization name

Choose how many matches to show

Compare the actual matching models

Questions about this tool.

Can I describe a task instead of providing a model name?

Why don’t the matching ranks start at one?

Will a name search cover every ranking?