benchlm.ai
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
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
| Property | Type | Required | Description |
|---|---|---|---|
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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