Does Copy Trading Work? What 9,470 Real-Money Vaults Show

Jay Sharma · Founder, Botsfolio

Published November 2, 2026

Every copy trading platform sells the same picture: find someone who trades well, press copy, and earn what they earn. The leaderboard shows the proof, a trader with +300% this month.

What the leaderboard doesn't show is what happened to the people who copied. Most platforms publish the lead trader's own return. Followers' results, and the traders who blew up and disappeared, stay out of sight.

Hyperliquid is the exception. Its copy trading runs through vaults, and every vault's balance, profit and followers are recorded on its own public blockchain, including the vaults that closed. So we downloaded all of them.

How Hyperliquid vaults work, and why the record is complete

A vault is copy trading in its simplest form. A leader opens a vault and trades it. Followers deposit into the same vault, so they own a share of one account and get exactly its result. When a follower withdraws a profit, the leader keeps 10% of it.

Because followers share the account, there is no gap between what the leader shows and what followers get, as there is on exchanges where copiers' orders fill after the leader's. And because the data lives on-chain, nothing disappears when a vault does badly. That matters: of the 9,470 vaults opened through Oct. 30, 2026, about two in three have closed, and 58% never held $1,000.

We measured every vault that ever held at least $10,000, 1,815 of them, after the profit share. Here's how they did over their whole lives.

Is copy trading profitable? What followers actually got

Vault results assume someone was in from day one. Real followers arrive and leave at different times, so we also looked at them directly: 6,078 followers with $50 or more still in a vault, 351 days in at the median.

31% of them are in profit after the profit share. The median follower is down 25.2%. Together they have put in $70.2 million, are down $9.6 million, and have paid leaders $774,000 in profit share. Holding bitcoin and ether over the same dates made money for 30% of them, so copying came out about even with holding, with much bigger swings.

The longer people stayed, the worse it got. Under a year, roughly a third to a half are in profit. Past a year, 18% are, and the median follower has lost almost everything. Counting one vote per vault, only 18% of vaults have a median follower in profit.

How does that compare with trading alone? In our study of 1,076 human traders, 31% made money and half lost 90% of their account at some point. Vault followers made money about as often, and fell 90% or more less often: 34% of vaults did. Copying didn't make people better traders. It made the worst outcome a little rarer.

What happened to the top of the leaderboard

Most new followers start with the leaderboard, sorted by recent return. So we rebuilt it for every month in the data, took the top 10 by 30-day return, and followed them forward. We did the same for the top 10 by balance, the other common sort.

The return leaders weren't lucky beginners. When they reached the top, they had made a median 77% in 30 days, and they had already fallen 53% from a high at some point, against 32% for everyone else. These were vaults taking big swings, and a big swing up is what puts a vault at the top of a 30-day board. The same swings came back the other way.

The board looked the same when we pulled the data on Oct. 30. The top 20 open vaults by recent return had a median worst drop of 96% and a median balance of $1,982. Sorted by balance, the top 20 had a median worst drop of 33%.

After a +40% week

A week like that is what pulls people in. We found 507 vaults with a week of +40% or more and followed each from its first such week.

When follower money arrives

Deposits follow performance. We found 692 weeks in which a vault's balance grew by 25% or more from new deposits. In the 90 days before, those vaults had made a median 16.7%. In the 90 days after, they lost 8.6%. An ordinary week was followed by a median 0.0%.

That's the pattern behind most copy trading losses. The money arrives after the run, and the people who join get the part that comes next.

The steady 3%: what the vaults worth following had in common

Some vaults do hold up. To find them without hindsight, we set a test up front and ran every vault through it. A vault passes if it has a record of a year or more, ended ahead of a strong benchmark over its own dates, was ahead in at least 3 of every 4 weeks and in most 3-month stretches, and was still ahead with its single best week taken out.

The benchmark is a demanding one: Botsfolio AI's trading rules, tested on real prices over each vault's exact dates. Against simply holding bitcoin and ether, 16% of vaults pass, but many of those just lost less in a falling market.

56 vaults passed, 3.1% of the 1,814, or 3.6% of those with a year of history. Their median return was +188%, with a median worst drop of 36%.

What set them apart was steadiness, not size of the wins. Among the 276 vaults that ended ahead at all, the single best week made up a median 63% of the whole gain. The 56 kept winning when that week was taken out.

On Oct. 30, 25 of them were open with $10,000 or more. None was in the top 20 by recent return across all open vaults, and 5 were once vaults under $10,000 are left out. Six were in the top 20 by balance.

Five ways to pick a vault, a year later

A test like that needs a year of data. A simpler version anyone can check on Hyperliquid's own pages did almost as well: a record of a year or more, a worst drop under 30% so far, and up over the last six months.

The careful route made money two times in three and rarely fell hard. It still ended slightly down at the median, because the stretch was a hard one: holding the two biggest coins lost money from most of these start dates.

Is copy trading safe?

Copy trading on Hyperliquid is transparent: you can see a vault's full history and its followers before you deposit. The risk is in the trading. Vault leaders can use leverage and trade any market, a third of the vaults that held $10,000 fell 90% or more at some point, and a follower's money moves with every trade the leader makes.

On exchanges, two more things apply. The return a leaderboard shows is the lead trader's own account, and copiers' orders fill after the leader's, at other prices. On Nov. 2, 2026, the top 10 on Binance's 30-day leaderboard showed a median return of +2,322%. What their copiers had made on the money they put in, as Binance reports it, had a median of +9%. The top trader showed +5,709%; its 373 copiers had made $2,078 together on $64,193.

Binance, Bybit, OKX and Bitget: what carries over

The big exchanges don't publish their followers' history the way Hyperliquid does, so the full test above can't be repeated there. The parts that drove the results are the same, though:

• The leaderboard ranks by recent return. On Hyperliquid, that was the worst way to pick.
• The leader takes a share of profits. Hyperliquid's is 10%; on exchanges each lead trader sets it, and the Binance traders we looked at charged 10%.
• Copiers fill after the leader. Unlike a vault, an exchange copy is a separate account, so the copier's result is usually worse than the leader's.

We're now tracking the top 10 by 30-day return on Hyperliquid, Binance and OKX in public, day by day: copy trading vs AI, live. Bybit publishes only a short list of traders it picks itself, and Bitget publishes no leaderboard data, so they aren't in it.

Copy trading vs letting AI trade

Copy trading asks you to pick a person and trust them to keep doing what they did. The alternative is a rules-based system that doesn't depend on who's at the top this month. We put the two side by side here; on the same dates as the vaults above, the numbers came out like this:

Botsfolio AI trades in public, with every order on the page, and you can run it on paper money for free or with real money on your own exchange.

Is copy trading worth it? What the data says

For most people who followed the leaderboard, it wasn't. For people who looked past the leaderboard, the odds were much better. In this data, the vaults that held up had:

• A long record. A year or more of history, through more than one kind of market.
• Steady weeks. Ahead most weeks, not one huge week carrying the whole result.
• Small drops. A worst drop under 30% so far.
• A place on the balance board more often than the return board. Six of the 25 steady vaults still open were in the top 20 by balance; none was in the top 20 by recent return across all open vaults.

And they joined before a run, not after it. The money that arrived after a +40% week, or after a quarter of strong gains, mostly bought the fall that came next.

Method and limits

FAQ

Educational analysis, not financial advice. Vault and follower results come from Hyperliquid's public data. Botsfolio AI's results are tested on past prices. Trading crypto can lose money. Past performance does not predict future results.