Top AI Models By Leaderboard Category

omnial/get-top-models-by-category

Returns the top-ranked models in a given leaderboard category (e.g. text, image, video), sorted by rank, up to a requested limit -- each with its Elo-style rating and confidence range, vote count, publishing organization, license, per-million-token pricing, context length, and release status.

activeper callv2

Price

Up to $0.0137 per call; you pay what the call used

You pay the price shown. If a call turns out to cost more than its quote, you pay the actual price, capped at twice the quote. No monthly minimum. Top-ups start at $5.00.

Data source

LMArena

Data from LMArena.

Use it

Your AI assistant does the work: it finds this tool, shows you the price first, runs it, and you are charged when the run finishes. There is nothing to set up for this tool in particular.

Connect once and your AI can find and run this tool, and any other it needs.

Install it Create an account

For developers: the calls your assistant makes

agent

// 1. search: find the tool
omnial_search({ query: "what you need" })

// 2. inspect: price and input schema
omnial_inspect({ tool: "omnial/get-top-models-by-category" })

// 3. learn: read the usage guide at runtime
omnial_learn({ tool: "omnial/get-top-models-by-category" })

// 4. run: price the exact call first, then run it
omnial_execute({ tool: "omnial/get-top-models-by-category", input: { /* see input_schema */ }, dry_run: true })
omnial_execute({ tool: "omnial/get-top-models-by-category", input: { /* ... */ } })

// 5. settle: the call is charged when it finishes, nothing to do

Not connected yet? Point your MCP client at https://mcp.eden-engine.com/mcp, then copy a config for your client.

Pricing

Every charge this tool can incur.

Charge	Price
Per call	$0.0137

Updated: Oct 27, 2026

Input and output schemas

Input schema

input_schema.json

{
  "type": "object",
  "required": [
    "category"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "description": "Maximum number of top models to return, e.g. 5."
    },
    "category": {
      "type": "string",
      "description": "Leaderboard category to query, e.g. 'text'. An unrecognized category returns no results rather than an error."
    }
  },
  "additionalProperties": false
}

Output schema

output_schema.json

{
  "type": "object",
  "properties": {
    "data": {
      "type": "object",
      "properties": {
        "limit": {
          "type": "number",
          "description": "Echoes the input limit."
        },
        "models": {
          "type": "array",
          "items": {
            "type": "object",
            "properties": {
              "rank": {
                "type": "number",
                "description": "The model's current leaderboard position."
              },
              "votes": {
                "type": "number",
                "description": "Number of head-to-head votes backing this rating."
              },
              "rating": {
                "type": "number",
                "description": "Elo-style leaderboard rating."
              },
              "license": {
                "type": "string",
                "description": "e.g. 'Proprietary'. Only that value observed on real calls."
              },
              "modelKey": {
                "type": "string",
                "description": "The provider's internal identifier for this model version."
              },
              "modelUrl": {
                "type": "null",
                "description": "Always null; the source's announcement/product-page URL is not returned."
              },
              "rankLower": {
                "type": "number",
                "description": "Worst-case rank within the statistical confidence interval."
              },
              "rankUpper": {
                "type": "number",
                "description": "Best-case rank within the statistical confidence interval."
              },
              "ratingLower": {
                "type": "number",
                "description": "Lower bound of the rating's confidence interval."
              },
              "ratingUpper": {
                "type": "number",
                "description": "Upper bound of the rating's confidence interval."
              },
              "releaseType": {
                "type": [
                  "string",
                  "null"
                ],
                "description": "e.g. 'pre_release' for a model still in preview. Only null was observed on real calls -- not always present."
              },
              "contextLength": {
                "type": [
                  "number",
                  "null"
                ],
                "description": "Maximum context window in tokens. Observed null for one model with no published context length in this tool's own real call."
              },
              "pricePerImage": {
                "type": [
                  "number",
                  "null"
                ],
                "description": "USD per generated image, for image-output models. Only null was observed on real calls (a text-category call) -- an image-category call may populate this, unconfirmed here."
              },
              "pricePerSecond": {
                "type": [
                  "number",
                  "null"
                ],
                "description": "USD per second of generated media, for video/audio-output models. Only null was observed on real calls (a text-category call) -- unconfirmed for other categories."
              },
              "modelDisplayName": {
                "type": "string",
                "description": "The model's public display name, e.g. 'claude-opus-4-6-high'."
              },
              "modelOrganization": {
                "type": "string",
                "description": "The organization that publishes this model, e.g. 'Anthropic'."
              },
              "inputPricePerMillion": {
                "type": [
                  "number",
                  "null"
                ],
                "description": "USD per million input tokens. Not observed null in this tool's own real 5-model 'text' call, but this endpoint shares the field with search-leaderboard-models, which observed it null for models with no published API pricing -- kept nullable rather than claimed always present."
              },
              "outputPricePerMillion": {
                "type": [
                  "number",
                  "null"
                ],
                "description": "USD per million output tokens. Same nullable caveat as inputPricePerMillion above."
              }
            },
            "additionalProperties": false
          },
          "description": "The top models in the requested category, in rank order, up to the requested limit."
        },
        "category": {
          "type": "string",
          "description": "Echoes the input leaderboard category."
        }
      },
      "additionalProperties": false
    },
    "status": {
      "type": "string",
      "description": "'success' on the one populated call observed."
    }
  },
  "description": "The result. Empty ({}) when the requested category is not recognized.",
  "additionalProperties": false
}