{"uid":"cap_ETvzO2XT5x4aeDxXS0AMM","slug":"tensorfeed-provider-reliability-verdict-60dedfc6","name":"TensorFeed Provider Reliability Verdict","description":"Returns a ranked verdict on provider availability and latency reliability.","url":"https://tensorfeed.ai/api/premium/provider-reliability-verdict","method":"GET","headers":{},"bodySchema":{"type":"object","required":["input"],"properties":{"input":{"type":"object","required":["type","method"],"properties":{"type":{"type":"string","const":"http"},"method":{"enum":["GET"],"type":"string"},"queryParams":{"type":"object"}},"additionalProperties":false},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"example":{"type":"object"}}}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.02","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"settled","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":"$0.02/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.02","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.02","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_ruiwCR_bFv9Nbon_obGSv","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.02","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Returns a ranked verdict on which AI provider/model best fits a given task, optimized by cost, speed, quality, or balance, based on live reliability and benchmark data.","exampleAgentPrompt":"Which AI provider should I use for a long-form document summarization task — optimize for quality?","exampleUseCases":null,"resultDescription":"A ranked verdict identifying which AI provider and model best suits the described task given the chosen optimization goal, backed by live service status, pricing, and benchmark data aggregated across the AI ecosystem.","failureModes":["Missing or empty prompt returns 400 bad request","Invalid optimize enum value returns validation error","Provider data temporarily stale if upstream feeds are delayed","No strong differentiation between providers may return tie or low-confidence verdict","Rate limit exceeded returns 429 with retry guidance"],"whenToPreferThis":"Use this endpoint when an AI agent needs to dynamically select the best model or provider for a specific task at runtime, especially when cost, speed, or quality trade-offs matter and live reliability signals are important. Prefer over static model comparison tables when freshness of provider status is critical.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-15T12:57:32.523Z","isFirstParty":false}