{"uid":"cap_852H-oaw2m047wv5geDZZ","slug":"hyperliquid-cohort-bias-analysis-d55187e1","name":"Hyperliquid Cohort Bias Analysis","description":"Operator-neutral Hyperliquid trading intelligence — perp fills, position lifecycles, all-wallet leaderboards, trader cohorts, liquidation risk and prediction markets. Every endpoint is FIRST-PARTY: computed from our own node_fills ledger and the Hyperliquid public info API (no third-party data source). Free quota, then HTTP 402 (x402: pay-per-call in USDC, no account, no key).","url":"https://hyperliquid-data.v1337.org/services/hyperliquid-data/v1/live/cohort-bias","method":"POST","headers":{},"bodySchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","required":["input"],"properties":{"input":{"type":"object","required":["type","method","bodyType","body"],"properties":{"body":{"type":"object","description":"Operator-defined JSON payload. Probe the upstream or consult the operator's /openapi.json for the concrete shape.","additionalProperties":true},"type":{"type":"string","const":"http"},"method":{"enum":["POST","PUT","PATCH"],"type":"string"},"headers":{"type":"object","additionalProperties":{"type":"string"}},"bodyType":{"enum":["json","form-data","text"],"type":"string"},"queryParams":{"type":"object","additionalProperties":{"type":"string"}}},"additionalProperties":false},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"example":{"type":"object"}}}}},"responseSchema":{"type":"json","example":{}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.001","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":"$0.001/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.001","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.001","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_81S6uBOqyTVj7wOD47rC8","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.001","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Analyzes directional bias and sentiment skew across trader cohorts on Hyperliquid perpetuals markets","exampleAgentPrompt":"What's the current directional bias across trader cohorts on Hyperliquid — are most wallets running long or short on ETH perps, and is there any crowding risk I should know about?","exampleUseCases":[{"title":"Detect retail vs whale crowding","prompt":"Are retail traders and whales positioned the same way on BTC perps right now on Hyperliquid, or is there a divergence I could use as a contrarian signal?"},{"title":"Check crowding risk before entry","prompt":"I'm thinking about going long SOL perps on Hyperliquid — can you check how crowded the long side already is across different trader cohorts before I pull the trigger?"},{"title":"Monitor sentiment shift across cohorts","prompt":"Has the directional bias on Hyperliquid ETH perps shifted meaningfully in the last few hours — which trader cohorts flipped or are showing the most extreme skew right now?"}],"resultDescription":"Returns cohort-segmented bias metrics showing the directional skew (long/short ratios, bias scores) across different trader groups on Hyperliquid perpetuals, derived from first-party node_fills ledger data. May include cohort labels, sentiment signals, and crowding indicators.","failureModes":["HTTP 402 if free quota is exhausted and no USDC payment is attached — pay-per-call x402 required","Malformed or missing required body fields return 400-level errors","Upstream Hyperliquid public info API outage may cause stale or unavailable data","Unknown cohort type or asset identifiers may return empty result sets","Rate limiting if too many calls are made without payment"],"whenToPreferThis":"Use this endpoint when you need trader sentiment segmented by cohort (e.g., whale vs retail) on Hyperliquid perps — especially when looking for directional crowding signals, contrarian indicators, or aggregate positioning data. Prefer this over generic on-chain analytics when you specifically need Hyperliquid-native, first-party fill data with cohort segmentation.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T12:44:40.663Z","isFirstParty":false}