{"uid":"cap_mWfo1gbi4O_E3HuL14Cpk","slug":"token-liquidity-relative-change-benchmark-correlation-79375fb8","name":"Token Liquidity Relative Change — Benchmark Correlation","description":"Token liquidity relative change — Benchmark correlation: Benchmark correlation for Token liquidity relative change. Supplied token observations only. Deterministic calculation or caller-threshold verdict, not a live scan, safety proof or trade recommendation. Specialised preset in a shared 50-profile, 20-operation engine. 0.01 USDC includes one bounded benchmark correlation report.","url":"https://market.datapackvibe.com/x402/assistant-bx-token-liquidity-change-correlation?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["current_liquidity","previous_liquidity"],"properties":{"current_liquidity":{"type":"number","default":120000,"maximum":10000000000000000,"minimum":0,"exclusiveMinimum":0},"previous_liquidity":{"type":"number","default":100000,"maximum":10000000000000000,"minimum":0,"exclusiveMinimum":0}},"additionalProperties":false},"default":[{"current_liquidity":120000,"previous_liquidity":100000},{"current_liquidity":132000,"previous_liquidity":110000.00000000001},{"current_liquidity":120000,"previous_liquidity":100000},{"current_liquidity":132000,"previous_liquidity":110000.00000000001}],"maxItems":200,"minItems":2},"benchmarks":{"type":"array","items":{"type":"number","default":1,"maximum":1000000000000000000,"minimum":-1000000000000000000},"default":[10,20,30,40],"maxItems":200,"minItems":2}}},"responseSchema":null,"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_IrWhbny_GPDZHS2aBB2lO","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":"Computes the Pearson (or similar) correlation between token liquidity relative changes and a set of caller-supplied benchmark values, returning a deterministic bounded report.","exampleAgentPrompt":"I have liquidity readings for a token over 4 periods — the current values are 120000, 132000, 120000, and 132000, with previous values of 100000, 110000, 100000, and 110000 — and I want to know how correlated those relative liquidity changes are against the benchmarks 10, 20, 30, and 40.","exampleUseCases":[{"title":"DeFi pool liquidity benchmark alignment check","prompt":"I'm tracking a DeFi liquidity pool and I have current and previous liquidity snapshots for 6 time periods. Can you compute the correlation between the relative liquidity changes and my benchmark series [5, 15, 25, 35, 45, 55]? The current liquidity values are 500000, 480000, 510000, 490000, 520000, 505000 and the previous are 450000, 460000, 470000, 465000, 480000, 490000."},{"title":"Token launch liquidity momentum vs market index","prompt":"We launched a token last month and I want to see if its liquidity growth pattern correlates with a reference index. Here are 5 observation pairs — current: [200000, 210000, 225000, 240000, 260000], previous: [180000, 195000, 200000, 215000, 230000] — and my benchmark values are [2, 5, 8, 12, 17]. What's the benchmark correlation?"},{"title":"Automated quant pipeline liquidity correlation step","prompt":"As part of my quant pipeline, run a benchmark correlation on these 8 token liquidity change observations: current liquidity [1000000, 1050000, 980000, 1100000, 1070000, 1020000, 1090000, 1060000], previous liquidity [900000, 1000000, 950000, 1000000, 1050000, 980000, 1040000, 1010000], against benchmarks [10, 12, 8, 15, 11, 9, 13, 10]."}],"resultDescription":"Returns a bounded benchmark correlation report showing the computed correlation coefficient(s) between the series of token liquidity relative changes (derived from current vs previous liquidity pairs) and the supplied benchmark values. The result is deterministic for a given set of inputs and does not represent a live market scan, safety guarantee, or trade recommendation.","failureModes":["Fewer than 2 rows or benchmark values provided — minimum 2 required for each array","Mismatched array lengths between rows and benchmarks may produce degenerate correlation","Zero or negative liquidity values rejected — exclusiveMinimum: 0 enforced","Exceeding 200 items in rows or benchmarks array returns validation error","Non-numeric benchmark values cause schema rejection","Payment of 0.01 USDC not processed — 402 Payment Required response"],"whenToPreferThis":"Choose this endpoint when you need a fast, cheap ($0.01 USDC), deterministic correlation computation between token liquidity relative changes and a set of reference benchmarks — particularly in automated quant pipelines, DeFi analytics dashboards, or token monitoring workflows where you already have the liquidity snapshots and benchmark series and just need the correlation number without building the math yourself.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T18:48:01.595Z","isFirstParty":false,"canonicalSlug":"token-liquidity-relative-change-benchmark-correlation-79375fb8"}