{"uid":"cap_-6U_bU2KEqx6arvW5EQrG","slug":"tensorfeed-route-verdict-75ffc6eb","name":"TensorFeed Route Verdict","description":"TensorFeed is the real-time dashboard for the AI industry. Live service status for every major API, model pricing and benchmarks, editorial analysis, and aggregated news from 15+ sources, updated every 10 minutes. Built for humans and AI agents.","url":"https://tensorfeed.ai/api/premium/route-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","properties":{"task":{"enum":["code","reasoning","creative","general"],"type":"string","description":"Task profile to rank models for. Provide task or model."},"model":{"type":"string","description":"Canonical model id or display name to narrow the verdict to one model."},"exclude_deprecated":{"enum":["true","false"],"type":"string","description":"Default true. Drop models flagged deprecated or sunsetted."},"max_latency_p95_ms":{"type":"integer","minimum":1,"description":"Drop candidates whose measured p95 latency exceeds this floor."},"require_operational":{"enum":["true","false"],"type":"string","description":"Default true. Drop candidates known to be down or in failover."}}}},"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_TfR45GbopMd1UGvguirTZ","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":"Ranks and recommends the best AI model for a given task based on a specified optimization objective (cost, speed, quality, or balanced)","exampleAgentPrompt":"Using TensorFeed's route verdict, which AI model should I use for writing long-form technical documentation — optimize for quality?","exampleUseCases":[{"title":"Budget-conscious API integration optimization","prompt":"I need to build a chatbot for our support team but want to keep inference costs low. Which AI model should I use that won't sacrifice too much on quality?"},{"title":"Real-time code generation task routing","prompt":"We're building an internal tool that generates Python scripts automatically. What's the fastest AI model available right now for code generation?"},{"title":"Balanced performance for customer-facing applications","prompt":"Help me choose the best all-around AI model for our customer-facing chatbot — I want it to be fast, affordable, and good quality without over-optimizing for any single metric."}],"resultDescription":"A verdict recommending one or more AI models ranked by the specified objective (cost, speed, quality, or balanced), given the task described in the prompt. Likely includes model name, provider, and scoring rationale.","failureModes":["Missing or empty prompt parameter returns error","Invalid optimize enum value returns validation error","Service unavailable during provider outage","No models matched for highly unusual task descriptions","Payment failure for x402 micropayment returns 402"],"whenToPreferThis":"Use this endpoint when you need to programmatically route a task to the best available AI model, especially when optimizing for a specific objective like cost or speed. Prefer this over manual model selection when building agentic pipelines that need dynamic model routing based on task type.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-13T12:40:40.854Z","isFirstParty":false}