{"uid":"cap_tPTzpNUFZsocOt6G9kg7b","slug":"token-liquidity-relative-to-market-cap-distribution-histogram-89e4b634","name":"Token Liquidity Relative to Market Cap — Distribution Histogram","description":"Token liquidity relative to market cap — Distribution histogram: Distribution histogram for Token liquidity relative to market cap. 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-cap-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":["liquidity_usd","market_cap_usd"],"properties":{"liquidity_usd":{"type":"number","default":100000,"maximum":10000000000000000,"minimum":0,"exclusiveMinimum":0},"market_cap_usd":{"type":"number","default":2000000,"maximum":10000000000000000,"minimum":0,"exclusiveMinimum":0}},"additionalProperties":false},"default":[{"liquidity_usd":100000,"market_cap_usd":2000000},{"liquidity_usd":110000.00000000001,"market_cap_usd":2200000},{"liquidity_usd":100000,"market_cap_usd":2000000},{"liquidity_usd":110000.00000000001,"market_cap_usd":2200000}],"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_M72Q1cO-LcL6N-NsG38ih","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 token liquidity-to-market-cap ratios from supplied token observations, bucketed into user-defined bins.","exampleAgentPrompt":"Can you generate a 10-bin distribution histogram of liquidity relative to market cap for these 8 tokens — their liquidity_usd values are [500000, 120000, 800000, 230000, 1500000, 95000, 420000, 670000] and market_cap_usd values are [10000000, 3000000, 25000000, 5000000, 40000000, 2500000, 8000000, 15000000]?","exampleUseCases":[{"title":"DeFi portfolio liquidity ratio audit","prompt":"I have 12 tokens in my portfolio — here are their liquidity and market cap figures. Can you build a 5-bin histogram showing how the liquidity-to-market-cap ratios are distributed across the set?"},{"title":"Screening tokens by liquidity efficiency","prompt":"I want to see how concentrated liquidity is relative to market cap across 50 tokens I'm tracking. Generate a 20-bin distribution histogram so I can spot which ratio ranges most tokens cluster in."},{"title":"Comparing liquidity distribution before and after a market event","prompt":"Here are liquidity_usd and market_cap_usd snapshots for 30 tokens from before last week's crash. Give me a 10-bin histogram of the liquidity-to-market-cap distribution so I can see how the spread looked."}],"resultDescription":"A bounded distribution histogram report showing how the liquidity-to-market-cap ratios of the supplied token observations are spread across the requested number of bins. Each bin represents a ratio range and its corresponding frequency count of token observations. The output is deterministic — no live scanning or trade recommendation is included.","failureModes":["Fewer than 2 rows supplied — minimum input requirement not met","liquidity_usd or market_cap_usd set to zero or negative — violates exclusiveMinimum:0 constraint","More than 200 rows supplied — exceeds maxItems limit","bins value outside 1–30 range — rejected by schema validation","Missing required fields liquidity_usd or market_cap_usd in any row object","Payment not completed — x402 payment of 0.01 USDC required per call"],"whenToPreferThis":"Choose this endpoint when you have a batch of token observations (2–200) with known liquidity and market cap values and need a deterministic, binned frequency distribution of liquidity-to-market-cap ratios. It is ideal for portfolio-level analysis, screening, or pre-trade due diligence workflows where you want to understand how tokens cluster by liquidity efficiency. Prefer this over raw ratio calculations when you need a histogram summary rather than per-token scores.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T18:48:22.150Z","isFirstParty":false,"canonicalSlug":"token-liquidity-relative-to-market-cap-distribution-histogram-89e4b634"}