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Token Liquidity Relative to Market Cap — Distribution Histogram
x402
Token Liquidity Relative to Market Cap — Distribution Histogram is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-16).
Computes a distribution histogram of token liquidity-to-market-cap ratios from supplied token observations, bucketed into user-defined bins.
Price / call$0.01
Success—
StatusUnknown
How this service works
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.
Output
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.
Example use cases
DeFi portfolio liquidity ratio audit
“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?”
Screening tokens by liquidity efficiency
“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.”
Comparing liquidity distribution before and after a market event
“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.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-bx-token-liquidity-cap-histogram?utm_source=zero.xyzWhen to prefer
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.
Side effects
- 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
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array |
Tags
x402
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