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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

estimate_ai_cost

answer imperative

Estimate monthly, daily, and yearly AI model cost for real workloads such as blog posts, website pages, docs articles, PRDs/specs, or shipped product features.

Input schema

PropertyTypeRequiredDescription
workload string yes Workload preset to estimate.
unitsPerMonth number no Number of workload units per month, such as posts, pages, articles, specs, or features.
wordsPerUnit number no Approximate final words per unit. Ignored for features-shipped.
revisionRounds number no Number of drafting/revision passes per unit.
complexity string no Feature complexity. Used for features-shipped.
modelNames array no Optional model names to price. Defaults to BenchLM cost-calculator defaults.
Raw JSON schema
{
  "type": "object",
  "properties": {
    "workload": {
      "type": "string",
      "enum": [
        "blog-posts",
        "website-pages",
        "docs-articles",
        "prds-specs",
        "features-shipped"
      ],
      "description": "Workload preset to estimate."
    },
    "unitsPerMonth": {
      "type": "number",
      "description": "Number of workload units per month, such as posts, pages, articles, specs, or features."
    },
    "wordsPerUnit": {
      "type": "number",
      "description": "Approximate final words per unit. Ignored for features-shipped."
    },
    "revisionRounds": {
      "type": "number",
      "description": "Number of drafting/revision passes per unit."
    },
    "complexity": {
      "type": "string",
      "enum": [
        "small",
        "medium",
        "large"
      ],
      "description": "Feature complexity. Used for features-shipped."
    },
    "modelNames": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Optional model names to price. Defaults to BenchLM cost-calculator defaults."
    }
  },
  "required": [
    "workload"
  ]
}

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