{"uid":"cap_C5T_dG2uuXMhh4IiWW7S6","slug":"myceliasignal-llm-chat-task-oracle-cheapest-efficient-fast-tier-bd00d2ca","name":"MyceliaSignal LLM Chat Task Oracle — Cheapest Efficient/Fast Tier","description":"Best LLM for chat tasks — cheapest efficient/fast tier model — Ed25519 signed attestation","url":"https://api.myceliasignal.com/oracle/inference/compare/task/chat","method":"GET","headers":{},"bodySchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","required":["input"],"properties":{"input":{"type":"object","required":["type","method"],"properties":{"type":{"type":"string","const":"http"},"method":{"enum":["GET"],"type":"string"},"queryParams":{"type":"object","properties":{}}},"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":"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":"$0.02/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_ZwtD55EGfNyHE7rfnJwPt","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 cryptographically signed (Ed25519) recommendation for the best cheap, fast LLM suited for chat tasks, allowing agents to compare models by cost-efficiency tier.","exampleAgentPrompt":"Which is the cheapest and fastest LLM I should use for a chat task right now — give me the oracle-attested recommendation with a cryptographic signature so I can trust the result?","exampleUseCases":null,"resultDescription":"A signed oracle response (Ed25519 attestation) identifying the best-value (cheapest, efficient/fast tier) LLM for chat tasks, likely including model name, tier classification, and pricing signal — verifiable via the accompanying cryptographic signature.","failureModes":["Payment not processed — 402 response if USDC payment not attached","Invalid or missing query parameters — schema validation error","Oracle signing service unavailable — 5xx server error","Stale or cached data returned if upstream LLM pricing data is delayed","Model list may be incomplete if upstream providers are unreachable"],"whenToPreferThis":"Use this endpoint when an AI agent needs a cryptographically verifiable, oracle-backed recommendation for the cheapest fast LLM suitable for chat tasks — especially in automated or trust-sensitive pipelines (e.g. smart contracts, DeFi agents, or autonomous systems) where unsigned heuristics are insufficient. Prefer over manual comparison when cost-tier ranking and attestation matter more than customization.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T12:57:32.592Z","isFirstParty":false}