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Token concentration is the single most predictive indicator of rug risk. If the top 10 wallets hold 80% of supply and three of them are the dev’s known alts, you are not trading a market — you are trading three people’s mood and they have every incentive to dump on you. Dequan watches the actors behind every token, live, and shows you what’s happening with them in real time.

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What’s tracked

Top 10 holders

The ten largest holders by percentage of supply. Updates as on-chain transfers happen. High concentration is a yellow flag; changing concentration (e.g., a top wallet starting to ladder out) is a red flag.

Dev hold

How much of the supply the deployer wallet still holds. A dev sitting on 30% of supply is a different risk profile than a dev who already distributed. Both can be fine; both can be catastrophic. The number plus the activity matters.

Snipers

Wallets that bought in the very first blocks of the token’s existence. These are typically bots running launch-snipe strategies. A high sniper count means many sophisticated actors are about to be looking for exits.

Bundlers

Wallets identified as part of bundled launch transactions — coordinated buys that arrived in the same block, often with the same source. Bundlers are a strong indicator of insider coordination.

Insiders

Wallets connected by transfer-graph analysis to the deployer or to known alt clusters. Insiders are doing what the dev is doing, with the dev’s information advantage.

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Where it surfaces

  • The Holders tab of the Token Detail Tabs — full live snapshot
  • The action tray — alerts when sniper/bundler/insider activity changes meaningfully
  • The TQS — concentration metrics are an input to the Token Quality Score
  • The Pump Zone glyph — high-concentration tokens render with a warning ring

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Streaming, not snapshots

The data is streamed. You don’t pull a snapshot when you open the chart and then watch a stale view. The view updates as the underlying chain state updates. If a top-10 holder begins selling while you’re on the chart, you see it happen. This is the difference between detection (you see something has happened) and observation (you see something is happening). Dequan gives you observation.

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What it means in practice

The single highest-leverage habit a trader can build is reading concentration before sizing in. Dequan makes that habit easy:
  1. Open the chart
  2. Glance at the Holders tab
  3. If top 10 < 30% and bundlers/snipers look reasonable, proceed with normal size
  4. If top 10 > 50% or insiders look heavy, reduce size or pass
That whole sequence takes about three seconds in Dequan because the data is colocated with the chart and the buy panel. Doing the same check on a typical scanner setup means opening a separate site, looking up the contract, waiting for the page to load, parsing a wall of text. By the time you’re done, the entry is gone — or you skipped the check, because you didn’t have time.

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What we’re explicitly not doing

We do not scrape Twitter sentiment, count Telegram members, or weight reputation signals into this. Those signals are easy to manipulate and not worth the noise. What we track is on-chain behaviour — wallets, balances, transfers, timing. That data is hard to manipulate at scale and tells you what is actually happening with the supply, not what people are saying about it.