How to check if trading volume is fake (on a DEX or an exchange)

1 November 2026 · 6 min read · MemeSonar research
MemeSonarRug pullsVol ÷ Liqdozens of times more volumethan liquidity is a red flag
Short answer

Wash trading inflates volume so a token looks popular. Compare 24-hour volume with liquidity (dozens of times more volume than liquidity is a red flag), check whether the volume just mirrors another exchange, and watch for large orders that appear and disappear. None is proof alone; two together usually are.

How common it is

Wash trading means trading with yourself (or a friendly wallet) to create volume. On DEXs it is cheap, and it works: trending lists, screeners and bots rank by volume. Studies keep finding a lot of it.

Wash trading in research%
DEX pools manipulated by wash traders (Solidus Labs)
67%
sample of about 30,000 pools
Volume faked on unregulated exchanges (Cong et al.)
70%
upper estimate
Share of volume that was wash trading in those pools (Solidus)
16%
a lower bound
Source: Solidus Labs; Cong et al., cited in Victor and Weintraud (2021)
Show as table
ValueNote
DEX pools manipulated by wash traders (Solidus Labs)67%sample of about 30,000 pools
Volume faked on unregulated exchanges (Cong et al.)70%upper estimate
Share of volume that was wash trading in those pools (Solidus)16%a lower bound

Check 1: volume against liquidity

On DexScreener or Birdeye, divide 24-hour volume by the pool's liquidity. Real trading rarely turns a pool over dozens of times a day for long; data firm Kaiko flags assets with volume above 100 times their order book depth as a possible sign of wash trading. Memes and low caps naturally run hot, so use it as a filter: very high ratio plus few unique traders is the pattern.

MemeSonar uses this check in its token score: a token whose volume is many times its liquidity gets a penalty, so it does not rank as "hot" just because a bot trades it back and forth.

Check 2: volume that copies another exchange

DefiLlama's 0xngmi showed that volume on one perp exchange started to mirror Binance perp volume almost exactly, with a ratio close to 1, while other exchanges looked nothing like it. Real users do not trade in perfect sync with another venue. Compare the hourly volume chart of a pair on two exchanges; if one is a near copy of the other, it is probably being farmed, often for points or a listing.

Check 3: walls that flicker (spoofing)

On centralised exchanges, watch the order book. Trader The White Whale described a sell order of about $200,000 on Bybit spot that kept flipping in and out of view, the classic sign of spoofing: an order placed to scare buyers and pulled before it can be filled. Large walls that move away as price approaches are not real supply.

Quick on-chain signs

More on reading a token before buying: market cap, liquidity and slippage and pump and dumps.

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Not financial advice. Numbers are measurements of past tokens and calls; meme coins are extremely risky and most go to zero.

Terms in this post

Trading volumeLiquidityDEX (decentralized exchange)CEX (centralized exchange)Wallet clusterAll terms →

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