Chain
ERC-20 holder-distribution analytics: Gini, concentration curve, whale tiers API
Deep holder-distribution analytics for an ERC-20 token (distribution science, NOT a risk verdict). From the real top-holder list it computes the holder count, the top-1/top-5/top-10/top-50 concentration curve, a Gini coefficient over the sampled holders (0 = perfectly equal, 1 = one wallet holds everything), whale-tier counts (holders >1% and >0.1% of supply), and a distribution-shape verdict (highly_concentrated | moderate | well_distributed). It also returns a circulating-holder view that excludes detectable burn, LP, and known contract addresses (via a curated label set plus the explorer is_contract flag) so the metrics reflect real end-holders rather than the null address or a DEX pool. Answers 'How concentrated is this token's supply?', 'What is the Gini coefficient of the holders?', 'How many whales hold more than 1% of supply?', 'Is this token well distributed or whale-dominated?'.
https://x402.hexl.dev/v1/chain/token-holder-analytics{
"address": "0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48",
"chain": "ethereum"
}{
"token": "0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48",
"chain": "ethereum",
"symbol": "USDC",
"name": "USDC",
"totalSupply": "51914128593723110",
"decimals": 6,
"holdersCount": 7593526,
"holdersSampled": 50,
"concentration": {
"top1": 0.0834,
"top5": 0.2101,
"top10": 0.2849,
"top50": 0.475
},
"gini": 0.5289,
"whaleTiers": {
"over1Pct": 10,
"over0_1Pct": 50
},
"distributionShape": "moderate",
"circulating": {
"holdersSampled": 35,
"excludedSupplyShare": 0.2109,
"top1": 0.0834,
"gini": 0.4871,
"excluded": [
{
"address": "0x000000000000000000000000000000000000dead",
"reason": "burn",
"label": "Dead Address (burn)"
},
{
"address": "0x40ec5b33f54e0e8a33a975908c5ba1c14e5bbbdf",
"reason": "contract",
"label": "Polygon ERC20 Bridge"
}
]
},
"narrative": "MODERATELY distributed across the sampled top 50 holders. 7,593,526 total holders; top-1 8.3%, top-10 28.5%, top-50 47.5% of supply. Gini 0.5289. 10 sampled holder(s) hold >1% and 50 hold >0.1% of supply. Excluded 15 non-end-holder address(es) (burn/LP/contract = 21.1% of supply) from the circulating view. Distribution analytics only — NOT a risk or safety verdict.",
"methodologyVersion": "token-holder-analytics-2026.1",
"disclaimer": "Holder-distribution analytics from public explorer data and a bounded top-50 holder sample; Gini and whale-tier counts are computed over that sample, not the full holder base. Burn/LP/contract exclusion is best-effort. This is distribution ANALYTICS, NOT a risk, safety, or investment verdict. Verify before relying on it."
}{
"type": "object",
"required": [
"address"
],
"properties": {
"address": {
"type": "string",
"description": "0x-prefixed 40-hex ERC-20 token contract address."
},
"chain": {
"type": "string",
"enum": [
"base",
"ethereum"
],
"default": "ethereum",
"description": "Chain the token is deployed on."
}
},
"examples": [
{
"address": "0xa0b86991c6218b36c1d19d4a2e9eb0ce3606eb48",
"chain": "ethereum"
}
]
}{
"type": "object",
"additionalProperties": true
}