{"uid":"cap_xnTlaPdnkUuvADaw31Xk4","slug":"token-liquidity-relative-change-distribution-histogram-dae30670","name":"Token Liquidity Relative Change — Distribution Histogram","description":"Token liquidity relative change — Distribution histogram: Distribution histogram 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 distribution histogram report.","url":"https://market.datapackvibe.com/x402/assistant-bx-token-liquidity-change-histogram?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"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}}},"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_m8Sul2CQJXOCy4BjUoO7n","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 a distribution histogram of relative liquidity changes across a batch of token observations, bucketed into a configurable number of bins.","exampleAgentPrompt":"Can you build a distribution histogram for these token liquidity observations — group the relative changes into 10 bins and tell me how the changes are distributed across the dataset?","exampleUseCases":[{"title":"DeFi liquidity shift spread analysis","prompt":"I have 50 token pairs with their current and previous liquidity values — can you compute a histogram of the relative liquidity changes using 8 bins so I can see how evenly the shifts are distributed?"},{"title":"Detecting outlier liquidity spikes","prompt":"Run a distribution histogram on these 120 token liquidity observations with 15 bins — I want to see if most changes are clustered near zero or if there are fat tails with big spikes."},{"title":"Comparing liquidity stability across a portfolio","prompt":"Here are the current and previous liquidity readings for my 30 tracked tokens — bucket their relative changes into 5 bins and show me the frequency distribution so I can tell which tokens are stable vs volatile."}],"resultDescription":"A bounded distribution histogram report showing how relative liquidity changes (computed from current vs previous liquidity pairs) are distributed across the specified number of bins. Each bin represents a range of relative change values and its associated frequency count from the supplied observations.","failureModes":["fewer than 2 row observations provided — minimum rows not met","current_liquidity or previous_liquidity is zero or negative — exclusiveMinimum violation","bins value exceeds 30 or is less than 1 — out of range","rows array exceeds 200 items — maxItems exceeded","missing required fields current_liquidity or previous_liquidity in any row — schema validation failure","payment not settled — x402 payment required before response"],"whenToPreferThis":"Choose this endpoint when you need to understand the statistical distribution of liquidity changes across a batch of token observations — specifically when you want to see how relative changes cluster across configurable bins. Prefer this over single-value or ranking endpoints when the goal is to understand spread, skew, or concentration of liquidity shifts rather than individual token values.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T18:48:03.043Z","isFirstParty":false,"canonicalSlug":"token-liquidity-relative-change-distribution-histogram-dae30670"}