{"uid":"cap_yUgRUzNonM1yTVntNhffE","slug":"pyfile-llm-bench-leaderboard-8af97928","name":"Pyfile LLM Bench Leaderboard","description":"Pay-per-call endpoints for AI agents: web search, web-to-markdown reader, LLM chat completions, encrypted secret storage with one-read dead drops, and a business-idea generator. Payment over x402: USDC on Base, or XNO on nano:mainnet.","url":"https://pyfile-agent.taile3ff35.ts.net/data/bench/leaderboard?utm_source=zero.xyz","method":"GET","headers":{},"bodySchema":{"type":"object","properties":{"properties":{"type":"string"}}},"responseSchema":{"type":"json","example":{"ok":true}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_JJfd3Q99XqlYHfRwUaIv1","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Returns the current LLM benchmark leaderboard data ranking models by performance metrics","exampleAgentPrompt":"Can you pull up the current LLM benchmark leaderboard from Pyfile and tell me which models are ranked at the top right now?","exampleUseCases":[{"title":"Choosing best LLM for agent task","prompt":"I'm building an AI agent and want to pick the best model — can you check the current LLM benchmark leaderboard and tell me which models are scoring highest?"},{"title":"Tracking model ranking changes","prompt":"Can you fetch the latest benchmark leaderboard and tell me where Gemini and DeepSeek are currently ranking compared to each other?"},{"title":"Reporting AI model standings","prompt":"I need a quick summary of the top 5 models on the current LLM leaderboard for a report I'm writing — can you grab that data for me?"}],"resultDescription":"Returns a JSON object with ok:true and leaderboard data listing LLM models ranked by benchmark performance scores, suitable for comparing model quality and selecting the best model for a given task.","failureModes":["Payment not processed — 402 response if x402 payment header is missing or invalid","Network timeout if the upstream benchmark data source is unavailable","Empty or stale leaderboard if no models have been indexed recently","Invalid USDC wallet or insufficient balance causing payment failure"],"whenToPreferThis":"Choose this endpoint when you need a current, pay-per-call LLM benchmark leaderboard without subscribing to a service, especially when already using other Pyfile Toolkit endpoints and want consolidated billing via USDC on Base/Polygon/Arbitrum or XNO.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-18T00:35:32.587Z","isFirstParty":false,"canonicalSlug":"pyfile-llm-bench-leaderboard-8af97928"}