ai-prices.oxweb.xyz
Compare normalized AI API prices across a curated set of public inference providers. WebMCP lets AI agents search models, compare providers and calculate workload costs from the same data shown on…
First seen 2026-11-05 · Last seen 2026-11-05 · Source: webmcp.com
Answer 2 · Act 3 · Transact 0 · Score: Not yet scored
Tool inspector
estimate_ai_workload_cost
Calculate what a specific workload actually costs at each provider, given the number of input tokens and output tokens the job will use. Costs are computed from published prices in USD per 1,000,000 tokens and returned as exact USD totals per provider for every requested model, ranked cheapest first, naming the single cheapest model-and-provider combination overall. Pass raw token counts, not millions: 50 million input tokens is 50000000. Use this to answer "which provider is cheapest for this workload" or "what would 50M in and 10M out cost".
Page: /
Input schema
| Property | Type | Required | Description |
|---|---|---|---|
models |
array | yes | One to five model names to price, e.g. ["GPT-5.6 Sol", "Claude Opus 5"]. |
input_tokens |
integer | yes | Total whole input (prompt) tokens for the whole workload, as a raw count. Fractional values are rounded. |
output_tokens |
integer | yes | Total whole output (completion) tokens for the whole workload, as a raw count. Fractional values are rounded. |
limit |
integer | no | Maximum number of providers to return per model. |
Raw JSON schema
{
"type": "object",
"properties": {
"models": {
"type": "array",
"items": {
"type": "string",
"maxLength": 120
},
"minItems": 1,
"maxItems": 5,
"description": "One to five model names to price, e.g. [\"GPT-5.6 Sol\", \"Claude Opus 5\"]."
},
"input_tokens": {
"type": "integer",
"minimum": 0,
"maximum": 1000000000000,
"description": "Total whole input (prompt) tokens for the whole workload, as a raw count. Fractional values are rounded."
},
"output_tokens": {
"type": "integer",
"minimum": 0,
"maximum": 1000000000000,
"description": "Total whole output (completion) tokens for the whole workload, as a raw count. Fractional values are rounded."
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 25,
"default": 5,
"description": "Maximum number of providers to return per model."
}
},
"required": [
"models",
"input_tokens",
"output_tokens"
],
"additionalProperties": false
}
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