AI Model Cost Per Task Benchmark (by Model Slug)
omnial/get-model-cost-per-task
Given a model slug, returns that model's cost-per-task benchmark: the average dollar cost of running a standard task (with a breakdown by input/output/reasoning/cache tokens), token counts, response timing, an intelligence-index score, and a coding-specific cost and timing variant where the benchmark has evaluated one.
Price
Up to $0.137 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
Data from Artificial Analysis.
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.
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For developers: the calls your assistant makes
// 1. search: find the tool
omnial_search({ query: "what you need" })
// 2. inspect: price and input schema
omnial_inspect({ tool: "omnial/get-model-cost-per-task" })
// 3. learn: read the usage guide at runtime
omnial_learn({ tool: "omnial/get-model-cost-per-task" })
// 4. run: price the exact call first, then run it
omnial_execute({ tool: "omnial/get-model-cost-per-task", input: { /* see input_schema */ }, dry_run: true })
omnial_execute({ tool: "omnial/get-model-cost-per-task", input: { /* ... */ } })
// 5. settle: the call is charged when it finishes, nothing to doNot 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 | $0.137 |
- Updated
- Oct 27, 2026
Input and output schemas
Input schema
{
"type": "object",
"required": [
"slug"
],
"properties": {
"slug": {
"type": "string",
"description": "The model slug identifying the model (e.g., 'gpt-5-6-sol', 'gpt-5-6-terra-high', 'claude-sonnet-4')"
}
},
"additionalProperties": false
}Output schema
{
"type": "object",
"properties": {
"data": {
"type": "object",
"properties": {
"model": {
"type": "object",
"properties": {
"name": {
"type": "string",
"description": "Full display name, e.g. 'GPT-5.6 Sol (max)'."
},
"slug": {
"type": "string",
"description": "The model slug, echoing the input."
},
"ttft": {
"type": "number",
"description": "Time to first token, seconds."
},
"short_name": {
"type": "string",
"description": "Short display name; identical to `name` on the one real call observed."
},
"coding_index": {
"type": [
"number",
"null"
],
"description": "Coding-specific benchmark score; null on the one real call observed -- not every model has a coding-specific evaluation."
},
"cost_per_task": {
"type": "number",
"description": "USD, average total cost to run the benchmark's standard task."
},
"time_per_task": {
"type": "number",
"description": "Seconds, average total time to complete the standard task."
},
"intelligence_index": {
"type": "number",
"description": "The benchmark's aggregate reasoning/quality score for this model."
},
"coding_cost_per_task": {
"type": [
"number",
"null"
],
"description": "USD, coding-task variant of `cost_per_task`; null when not evaluated."
},
"coding_time_per_task": {
"type": [
"number",
"null"
],
"description": "Seconds, coding-task variant of `time_per_task`; null when not evaluated."
},
"input_tokens_per_task": {
"type": "number"
},
"output_tokens_per_task": {
"type": "number"
},
"cost_per_task_breakdown": {
"type": "object",
"properties": {
"cache_hit": {
"type": "number"
},
"cache_write": {
"type": "number"
},
"input_tokens": {
"type": "number"
},
"output_tokens": {
"type": "number"
},
"reasoning_tokens": {
"type": "number"
}
},
"description": "USD contribution of each token category to `cost_per_task`.",
"additionalProperties": true
},
"end_to_end_response_time": {
"type": "number",
"description": "Seconds."
},
"reasoning_tokens_per_task": {
"type": "number"
},
"coding_cost_per_task_breakdown": {
"type": [
"object",
"null"
],
"description": "Coding-task variant of `cost_per_task_breakdown`; null when not evaluated. Shape unconfirmed beyond null since no populated example was captured.",
"additionalProperties": true
}
},
"additionalProperties": true
}
},
"additionalProperties": true
},
"status": {
"type": "string",
"description": "'success' on the one populated real call observed."
}
},
"description": "The cost-per-task record.",
"additionalProperties": true
}