nonobench.com WebMCP Tools, Schemas & Agent Capabilities

nonobench.com

live Unverified (seed import) AI & Agents 11 tools imperative implementation

Evaluate and compare how well large language models solve Nonogram (Picross) puzzles. Interactive benchmark results, visualizations, and leaderboards for AI reasoning capabilities.

First seen 2026-11-05 · Last seen 2026-11-05 · Source: webmcp.com

Answer 8 · Act 3 · Transact 0 · Score: Not yet scored

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get_leaderboard

answer imperative

Nonobench models ranked by accuracy, overall or for one grid size. Effort defaults to all levels; use effort=best to match the homepage.

Page: /

Input schema

Property	Type	Required	Description
`size`	string	no	Grid size to filter on
`provider`	string	no	Comma-separated provider ids
`family`	string	no	Comma-separated family ids
`version`	string	no	Comma-separated benchmark versions: 1.0, 1.1, 1.2
`effort`	string	no	best, all, or an effort level
`reasoning`	boolean	no	—
`open_weights`	boolean	no	—

Raw JSON schema

{
  "type": "object",
  "properties": {
    "size": {
      "type": "string",
      "enum": [
        "5x5",
        "10x10",
        "15x15",
        "20x20"
      ],
      "description": "Grid size to filter on"
    },
    "provider": {
      "type": "string",
      "description": "Comma-separated provider ids"
    },
    "family": {
      "type": "string",
      "description": "Comma-separated family ids"
    },
    "version": {
      "type": "string",
      "description": "Comma-separated benchmark versions: 1.0, 1.1, 1.2"
    },
    "effort": {
      "type": "string",
      "description": "best, all, or an effort level"
    },
    "reasoning": {
      "type": "boolean"
    },
    "open_weights": {
      "type": "boolean"
    }
  }
}