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AgentDiet LLM Benchmark Papers Lookup
x402
AgentDiet LLM Benchmark Papers Lookup is a paid API for AI agents from status.agentdiet.dev, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-22).
Retrieves a list or data about LLM benchmark papers, compressed for token efficiency, via the AgentDiet context distillation service.
Price / call$0.01
Success—
StatusUnknown
How this service works
Deterministic B2A/A2A/MCP/x402/MPP/L402 execution and intelligence node at https://status.agentdiet.dev settling in USDC on Base.
Output
Returns a JSON object with a 'data' field containing benchmark paper information, a 'status' field ('ok'), and an 'roi_proof' object showing compression_ratio_pct (e.g. 91.4%), demonstrating the token savings achieved by the distillation service.
Example use cases
Researcher finding LLM evaluation papers
“Pull up the LLM benchmark papers from AgentDiet so I can see what evaluation datasets and leaderboards exist for comparing large language models.”
Agent comparing model performance sources
“I'm building an AI agent that needs to know which benchmark papers it should cite when discussing GPT-4 vs Claude performance — grab the benchmark papers list from AgentDiet.”
Developer auditing AI model capabilities
“Get me the list of LLM benchmark papers so I can check which standardized tests cover reasoning, coding, and factual accuracy for the models I'm evaluating.”
Technical details
Endpoint
GEThttps://status.agentdiet.dev/v1/llm-benchmark-papers?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a token-efficient, compressed list or lookup of LLM benchmark papers for agent workflows where context window size matters; particularly useful in A2A or MCP pipelines where downstream token costs are a concern and you want proof-of-compression alongside the data.
Side effects
- Missing or malformed 'input' object returns a validation error
- Payment not settled in USDC on Base results in 402 Payment Required
- Service node unavailable returns a non-200 status
- Empty query returns generic or unfiltered paper list
- Network timeout if node is under load
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| inputrequired | object | |
| output | object |
Output
Schema · Response
{
"type": "json",
"example": {
"data": {},
"status": "ok",
"roi_proof": {
"compression_ratio_pct": 91.4
}
}
}Tags
x402
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