Seven ways to pick coins, tested
Maths double-checked · we ran every number twice, from the original data both times, and got the same answers. Nobody outside this lab has checked it.

This page in one lineEvery month we split the big coins into five groups using one simple rule, then check which group made the most money. We tried 7 rules. The short answer: none of them beat just holding Bitcoin.

Which Ways Of Picking Coins Made Money

Every month we sort up to 80 big coins into five groups by one simple thing about them, then see which group made the most money over the next month. Tested from 2022-07-31 to 2026-09-30. The best sorting rule was “Few buyers so far”: its top group beat its bottom group by +1.4% a month, and it won in 58% of months. The worst was “Busy coins” at -4.0% a month. 3 of the 7 rules made money after costs and won more months than they lost. Be careful with that count: “Calm coins” only clears zero by +0.11% a month, which is too small to build anything on. Here is the blunt version. We set two tests before starting: win more than 60% of months, and make money after costs. No rule passed both. “Few buyers so far” makes the most money but wins 58% of months, under the 60% bar. So treat everything below as a hint, not a result. Now the catch on that +1.4%: it assumes you buy the top group AND bet against the bottom group. Betting against a coin costs extra money that we have not charged here, so the real number is lower. If you only buy the top group, you get what the top bar shows and nothing more.

Rules that beat just holding Bitcoin0 of 7$100 in Bitcoin became $359. The best of the 7 top groups, “Calm coins”, became $307
Best rule at sorting coinsFew buyers so farIts top group beat its bottom group by +1.4% a month after costs. That is a gap between groups, not money made
Months that rule's top group won58%of 50 months. We set 60% in advance as the bar for calling it real
Coins actually measured each month59–70Out of 80 big coins. Not every coin has every kind of data. Coins that died along the way are not here at all.

Which coins are in each group right now?

This is the “Few buyers so far” rule, the one that sorted coins best (none of the rules beat simply holding Bitcoin), applied to the market as it stands on 2026-09-30. Group 1 holds the coins this rule ranks highest and group 5 the ones it ranks lowest. That is a ranking, not a shopping list: read the rest of the page before doing anything with it, because this rule did not beat simply holding Bitcoin. These lists change every month, so treat this as today's answer, not a permanent one.

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GroupWhat put it hereCoinsWhich coins
Group 1 (top)What this rule likes most15TRON, Zcash, Quant, Official World Liberty Financial, JUST, PancakeSwap, Stacks, Injective Protocol, Dash, Ether.fi, Curve DAO Token, Starknet, Pudgy Penguins, Pendle, Arweave
Group 2In between14Bitcoin, Stellar, Arbitrum, Cosmos, Raydium, Virtuals Protocol, Tezos, Conflux Network, Compound, THETA, IOTA, dogwifhat, Trust Wallet Token, Axie Infinity
Group 3In between15Solana, Near Protocol, Uniswap, Hedera Hashgraph, Aave, Ethereum Classic, Polygon Ecosystem Token, Algorand, VeChain, OFFICIAL TRUMP, Kaia, Lido DAO, Celestia, Ethereum Name Service, LayerZero
Group 4In between14Chainlink, Bitcoin Cash, Ethena, BitTensor, Worldcoin, Internet Computer, Jupiter Exchange Token, Render, Filecoin, Aptos, The Graph, JasmyCoin, THORChain, Convex Finance
Group 5 (bottom)What this rule likes least14Ethereum, BNB, XRP, Dogecoin, Cardano, Litecoin, Sui, Avalanche, Ondo, Pyth Network, Artificial Superintelligence Alliance, Sei, Optimism, SUN
What this meansEverything below explains how these groups were built and whether the split has actually made money.

What this does not mean. This is not advice to buy these coins. It is what one simple rule picks out, and the rule is only a little better than a 50-50 guess.

How does the test work?

Picture five buckets. Every month-end, the coins trading at the time (up to 80) are lined up by one trait and dealt into the buckets: the strongest fifth in bucket 1, the weakest fifth in bucket 5. Equal money goes into every coin in a bucket. A month later, the buckets are counted and the coins are dealt again. If a rule matters, group 1 should beat group 5, and should do it in most months. Group 1 always means the coins the rule likes most and group 5 the ones it likes least, so that holds for every rule below. A clean staircase down from group 1 to group 5 is the sign of a rule that really separates coins; a jumbled middle means only the two ends are worth reading. Here is the whole market for comparison: Bitcoin and an equal-money mix of every coin. One warning before anything else: these are the coins that are large today, so coins that died along the way are missing, and every line here looks rosier than a real investor’s would have.

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$100$200$300$400$500Aug 22Feb 23Aug 23Feb 24Aug 24Feb 25Aug 25Feb 26Aug 26Sep 26BitcoinEqual money in every coin

This is the backdrop. Any trait has to be judged against what simply holding would have done.

What this meansOne note that applies to every chart below: the bars are rounded to one decimal, so subtracting the two end bars can be out by about 0.1 from the gap we print. The period includes both rising and falling stretches, which is what you want. A trait that only works in a rising market is really just a bet that the market goes up, dressed up as something cleverer.

Trait: Few buyers so far

This one COUNTS PEOPLE. Of everyone holding a bet on this coin, only a small slice were betting the price goes up, so most of the crowd has not picked it yet. Do not mix this up with “Cheap to bet on a rise” above, which measures a fee instead. The two sound similar and gave opposite answers.

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+0%+1%+2%+3%+4%+3.7%Bucket 1+2.4%Bucket 2+2.9%Bucket 3+2.8%Bucket 4+2.2%Bucket 5

Bucket 1 minus bucket 5: +1.6% a month before costs, +1.4% after. Ahead in 58% of 50 months. Bitcoin and Ether are so much bigger than the rest that they can drag the whole answer around, so we also ran it with those two taken out: the gap becomes +1.4%. If that number is close to the main one, the rule is not secretly just a Bitcoin story. On average 59 of the coins could be measured each month.

What this meansThis one is a staircase with one step out of place (bucket 3), so the trait mostly works as described. Averaged over all 50 months tested, about 12 coins sat in each group. The table at the top of the page shows today's groups, which are a little larger. Right now the top group is TRON, Zcash, Quant, Official World Liberty Financial, JUST, PancakeSwap, Stacks, Injective Protocol and others. The bottom group is Ethereum, BNB, XRP, Dogecoin, Cardano, Litecoin, Sui, Avalanche and others.

Trait: Bets piling up

The total pile of money sitting in live bets on this coin grew the most this month. A bigger pile means more people have joined in.

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+0%+1%+2%+3%+4%+5%+3.6%Bucket 1+0.8%Bucket 2+4.0%Bucket 3+4.2%Bucket 4+2.7%Bucket 5

Bucket 1 minus bucket 5: +0.9% a month before costs, +0.6% after. Ahead in 51% of 47 months. Bitcoin and Ether are so much bigger than the rest that they can drag the whole answer around, so we also ran it with those two taken out: the gap becomes +0.9%. If that number is close to the main one, the rule is not secretly just a Bitcoin story. On average 63 of the coins could be measured each month.

What this meansBucket 1 beats bucket 5 here, but the middle buckets are jumbled, so the gap at the ends is there while the ordering inside it is noise. Averaged over all 47 months tested, about 13 coins sat in each group. The table at the top of the page shows today's groups, which are a little larger. Right now the top group is Stellar, Near Protocol, Litecoin, Uniswap, Avalanche, Hedera Hashgraph, Quant, Ethena and others. The bottom group is Bitcoin, Ethereum, BNB, XRP, Pepe, Virtuals Protocol, OFFICIAL TRUMP, Optimism and others.

Trait: Calm coins

Coins whose price wobbled least day to day over the last month.

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+0%+1%+2%+3%+4%+5%+4.0%Bucket 1+2.8%Bucket 2+2.9%Bucket 3+2.6%Bucket 4+3.7%Bucket 5

Bucket 1 minus bucket 5: +0.3% a month before costs, +0.1% after. Ahead in 64% of 50 months. Bitcoin and Ether are so much bigger than the rest that they can drag the whole answer around, so we also ran it with those two taken out: the gap becomes -0.1%. If that number is close to the main one, the rule is not secretly just a Bitcoin story. On average 70 of the coins could be measured each month.

What this meansBucket 1 and bucket 5 are only 0.3 points apart and the middle is jumbled, so this trait did not really separate the coins. Averaged over all 50 months tested, about 14 coins sat in each group. The table at the top of the page shows today's groups, which are a little larger. Right now the top group is Bitcoin, Ethereum, BNB, XRP, Solana, TRON, Shiba Inu, Official World Liberty Financial and others. The bottom group is Zcash, Near Protocol, Uniswap, Hedera Hashgraph, Quant, Ethena, Ondo, Arbitrum and others.

Trait: Losers bounce back

Coins that fell most over the last month go in the top bucket.

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+0%+1%+2%+3%+4%+3.2%Bucket 1+3.9%Bucket 2+2.9%Bucket 3+2.8%Bucket 4+3.4%Bucket 5

Bucket 1 minus bucket 5: -0.2% a month before costs, -0.5% after. Ahead in 48% of 50 months. Bitcoin and Ether are so much bigger than the rest that they can drag the whole answer around, so we also ran it with those two taken out: the gap becomes -0.7%. If that number is close to the main one, the rule is not secretly just a Bitcoin story. On average 69 of the coins could be measured each month.

What this meansBucket 1 and bucket 5 are only 0.2 points apart and the middle is jumbled, so this trait did not really separate the coins. Averaged over all 50 months tested, about 14 coins sat in each group. The table at the top of the page shows today's groups, which are a little larger. Right now the top group is Bitcoin, Ethereum, BNB, XRP, TRON, Dogecoin, Shiba Inu, Official World Liberty Financial and others. The bottom group is Zcash, Near Protocol, Uniswap, Sui, Quant, Ethena, Arbitrum, Filecoin and others.

Trait: Winners keep winning

Coins that rose most over the last three months, ignoring the most recent week. One caution specific to this rule: it looks back three months but is re-sorted every month, so each month's reading shares about two thirds of its days with the month before. Its months are not fully separate tests, and its 49 months are closer to about 16 independent ones.

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+0%+1%+2%+3%+4%+2.5%Bucket 1+2.1%Bucket 2+3.4%Bucket 3+3.8%Bucket 4+3.9%Bucket 5

Bucket 1 minus bucket 5: -1.4% a month before costs, -1.6% after. Ahead in 52% of 50 months. Bitcoin and Ether are so much bigger than the rest that they can drag the whole answer around, so we also ran it with those two taken out: the gap becomes -1.6%. If that number is close to the main one, the rule is not secretly just a Bitcoin story. On average 68 of the coins could be measured each month.

What this meansHere the staircase runs the wrong way: the coins in bucket 1 did worse than those in bucket 5. The trait still tells you something, just the opposite of what its name suggests. Averaged over all 50 months tested, about 14 coins sat in each group. The table at the top of the page shows today's groups, which are a little larger. Right now the top group is Zcash, Near Protocol, Uniswap, Ethena, Pepe, Arbitrum, PancakeSwap, Stacks and others. The bottom group is TRON, Stellar, Quant, Worldcoin, Official World Liberty Financial, Render, Cosmos, Artificial Superintelligence Alliance and others.

Trait: Cheap to bet on a rise

This one is about a FEE, not about people. On betting sites, whichever side is more crowded pays a small fee to the other side. These are the coins where betting on a rise was cheapest, because that fee was smallest. Do not mix this up with “Few buyers so far” below, which counts people instead. The two sound similar and gave opposite answers.

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+0%+2%+4%+6%+8%+3.5%Bucket 1+3.8%Bucket 2+4.9%Bucket 3+3.0%Bucket 4+6.5%Bucket 5

Bucket 1 minus bucket 5: -2.9% a month before costs, -3.1% after. Ahead in 43% of 37 months. Bitcoin and Ether are so much bigger than the rest that they can drag the whole answer around, so we also ran it with those two taken out: the gap becomes -2.9%. If that number is close to the main one, the rule is not secretly just a Bitcoin story. On average 65 of the coins could be measured each month.

What this meansHere the staircase runs the wrong way: the coins in bucket 1 did worse than those in bucket 5. The trait still tells you something, just the opposite of what its name suggests. Averaged over all 37 months tested, about 13 coins sat in each group. The table at the top of the page shows today's groups, which are a little larger. Right now the top group is BNB, Solana, TRON, Zcash, Bitcoin Cash, JUST, Arbitrum, Polygon Ecosystem Token and others. The bottom group is Stellar, Official World Liberty Financial, Ether.fi, Starknet, Kaia, Arweave, Conflux Network, Compound and others.

Trait: Busy coins

Coins where the most money changed hands over the last month.

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+0%+2%+4%+6%+1.4%Bucket 1+3.8%Bucket 2+1.0%Bucket 3+4.6%Bucket 4+5.3%Bucket 5

Bucket 1 minus bucket 5: -3.9% a month before costs, -4.0% after. Ahead in 40% of 50 months. Bitcoin and Ether are so much bigger than the rest that they can drag the whole answer around, so we also ran it with those two taken out: the gap becomes -3.0%. If that number is close to the main one, the rule is not secretly just a Bitcoin story. On average 70 of the coins could be measured each month.

What this meansHere the staircase runs the wrong way: the coins in bucket 1 did worse than those in bucket 5. The trait still tells you something, just the opposite of what its name suggests. Averaged over all 50 months tested, about 14 coins sat in each group. The table at the top of the page shows today's groups, which are a little larger. Right now the top group is Bitcoin, Ethereum, BNB, XRP, Solana, Zcash, Dogecoin, Chainlink and others. The bottom group is Nexo, Kaia, Terra Classic, SUN, Decred, Gnosis, The Graph, Conflux Network and others.

Which traits paid, still paid once you count the cost of buying and selling?

Every time a coin moves into or out of a bucket, it has to be bought or sold. That costs money. The first bar is the raw gap between bucket 1 and bucket 5; the second bar charges 0.10% for every entry and exit. A trait that swaps most of its coins every month loses a lot of its advantage to those costs.

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Few buyers so far · before costs+1.58%Bets piling up · before costs+0.92%Calm coins · before costs+0.30%Losers bounce back · before costs-0.16%Winners keep winning · before costs-1.40%Cheap to bet on a rise · before costs-2.94%Busy coins · before costs-3.88%Few buyers so far · after costs+1.40%Bets piling up · after costs+0.58%Calm coins · after costs+0.11%Losers bounce back · after costs-0.47%Winners keep winning · after costs-1.59%Cheap to bet on a rise · after costs-3.13%Busy coins · after costs-3.96%-4%-2%+0%+2%

Monthly figures. The first bar of each pair is before the cost of buying and selling, the second after. Do not multiply by 12 to get a year, because money compounds: the best rule's +1.40% a month works out to +18% over a year if it kept going. The year-by-year table lower down is also in monthly gaps, so compare it with the +1.40% and not with the yearly figure.

What this meansThe cost of buying and selling changes the ranking less than you might fear, even though between 21% and 81% of a top bucket’s coins are swapped each month, because the fee per swap is small next to the monthly moves. “Few buyers so far” survives it best; “Busy coins” is negative either way.

What this does not mean. 0.10% per trade is fair for a small account on a large exchange. Big money moving fast pays more, and thinly traded coins (few buyers and sellers) cost more still.

How often was each trait ahead?

An average can be carried by one huge month. The hit rate cannot: it counts the share of months where bucket 1 beat bucket 5, no matter by how much. Guessing at random gets 50 out of 100.

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+0%+20%+40%+60%+80%58% of 50Few buyersso far51% of 47Bets piling up64% of 50Calm coins48% of 50Losersbounce back52% of 50Winnerskeep winning43% of 37Cheap to beton a rise40% of 50Busy coins50 out of 100 — the same as guessing

Each bar shows the share of months, then how many months that rule could be tested over. Anything touching the dashed line is no better than guessing. We decided in advance that a rule needs to clear 60% before we would call it real. 1 did: “Calm coins” at 64%.

What this means“Few buyers so far” was ahead in 58% of months, which is above a 50-50 guess but short of our 60% bar, so it is a hint, not an answer. 3 rules were behind in most months: “Losers bounce back” at 48% of 50, “Cheap to bet on a rise” at 43% of 37, “Busy coins” at 40% of 50.

What this does not mean. A 60% hit rate over 50 months is about 30 wins. That is a hint, not proof: guess at random 50 times and you would get that many heads by pure luck reasonably often.

What did $100 do in the best trait’s buckets?

Follow $100 through bucket 1 of “Few buyers so far”, through its bucket 5, and through plain Bitcoin. Costs are charged on the buckets.

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$100$200$300$400$500Aug 22Feb 23Aug 23Feb 24Aug 24Feb 25Aug 25Feb 26Aug 26Sep 26Bucket 1: Few buyers so farBucket 5: Few buyers so farBitcoin

Each line is charged its own buying and selling costs, worked out from how much of that bucket is swapped each month: 0.10% a month for group 1 and 0.08% for group 5. Remember that these are today’s large coins, so every line is rosier than a real investor’s would have been; the gap between the two bucket lines is the part to trust.

What this means$100 put into group 1 became $250. In group 5 it became $65. Just buying Bitcoin and doing nothing became $359. Read that again, because it is the most important line on this page: the rule did sort the coins correctly, group 1 really did beat group 5, but both groups lost badly to simply holding Bitcoin. Sorting coins better than other coins is not the same as making money. The gap is real; the profit is not.

What this does not mean. Bucket 1 can lose money in a falling market and still be the right bucket. The test is the gap, not the level.

Did the traits work every year, or just once?

The same gap, split by calendar year. A trait that is positive in every year is far more believable than one that made all its money in a single stretch.

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Rule2022 monthly gap, before costs2023 monthly gap, before costs2024 monthly gap, before costs2025 monthly gap, before costs2026 monthly gap, before costsMonths ahead, whole period
Few buyers so far+4.7%+1.9%-2.0%+3.0%+2.4%58%
Bets piling up+1.5%+6.3%-3.4%+0.4%+0.1%51%
Calm coins+11.5%-12.2%+2.7%+4.7%+1.7%64%
Losers bounce back-3.7%-3.8%+5.7%-1.3%+0.5%48%
Winners keep winning+7.5%+0.1%-5.8%-1.4%-2.5%52%
Cheap to bet on a riseno data that year-11.3%-2.9%-3.8%+1.8%43%
Busy coins-3.9%+0.4%-9.0%-1.7%-5.7%40%
What this meansRead across each row. A row that stays positive (or stays negative) across years is the thing to look for; a row that swings between positive and negative every year is a trait that depends on the weather.

What this does not mean. The first and last years are partial years, so their averages rest on fewer months.

What should you do with this?

Two kinds of reader use this page. One runs money for other people and has rules to follow. The other is deciding about their own savings. The same evidence leads to different actions.

If you run money for others

Funds, trading teams, the people who manage a company’s cash, research teams.

  • You hold as much of the “Few buyers so far” coins as of everything elseThe top and bottom groups are far enough apart to mean something, but the middle groups came out jumbled. So use this to steer clear of the bottom group, not to pile into the top one.
  • You want to copy the top group exactlyDo not. On every rule here the middle groups are out of order, which means the exact ranking is noise. Only the two ends are far enough apart to trust.
  • You are quoted a trait return without costsAsk how many coins get swapped each month. A trait that swaps most of its coins monthly loses a large share of its advantage to those costs.

If it is your own money

Anyone deciding what to do with their own savings.

  • You are choosing which large coins to holdThe traits that paid here are cheap to check yourself: look at what share of everyone with a bet open is betting the coin goes up, and look at whether the pile of open bets on the coin grew over the last month, and look at how little a coin’s price wobbled over the last month.
  • You hold coins that sit in bucket 5 of a paying traitThat is the group the trait says to avoid, and on average it trailed bucket 1. It does not mean sell today, but it does mean know why you hold them.
  • You want to copy bucket 1 exactlyAround 12 coins, re-sorted every month, with a fee each time, is a lot of work for most people. Use the idea to avoid the worst bucket rather than to chase the best.

The conclusion

What this page is

A monthly bucket test of 7 simple coin traits across the large, actively traded coins.

Why it matters

Most coin picking is done on stories. This asks the boring question first: which measurable traits have actually paid, and how often.

How it is useful

It tells you which traits deserve a place in your thinking and which sound clever but did not pay, and it shows you how much the cost of buying and selling takes away.

“Few buyers so far” sorted the coins best: its top group beat its bottom group, and it was ahead in 58% of months. Sorting is not the same as making money, though. Over the same period $100 in that top group became $250 while $100 left in Bitcoin became $359. 3 of the 7 traits paid after costs and won more months than they lost. “Busy coins” did not pay.

Words used on this page

Every technical word above is explained again here, in plain English.

  • BucketOne fifth of the coins, grouped by how they score on a trait. When the count does not divide by five, the spare coins go to the earlier buckets; bucket 5 is never the one that gets a spare.
  • TraitA simple, measurable feature of a coin, like how much it rose last quarter.
  • GapWhat group 1 made minus what group 5 made, in the same month.
  • TollThe trading cost charged whenever a coin enters or leaves a bucket: 0.10% each way.
  • Hit rateThe share of months in which bucket 1 beat bucket 5.
  • Equal moneyThe same dollar amount in every coin in a bucket, so no single coin dominates.
  • FundingA fee that passes between traders of a coin’s futures (contracts that bet on its price), paid by whichever side is more crowded to the other side.
  • FuturesContracts that let traders bet on a coin’s price without owning the coin.
  • Turnover or swappedThe share of a bucket’s coins that were swapped out at a month-end.
  • Large coinsThe coins with the biggest total market value today (price times number of coins) that trade on a large exchange with at least 400 days of history.
  • Betting againstMaking money if a coin falls instead of rises. Traders do this with futures; it carries extra costs that this page does not charge.
  • Before costs, after costsBefore costs is the raw gap between the buckets. After costs subtracts the trading toll.
  • ReturnHow much money grew or shrank over the month, as a percentage of what was put in.
  • NoiseDifferences that are just chance, with no real pattern behind them.
  • LongBetting on a rise. A futures account is long when it makes money if the coin goes up.
  • EtherThe coin of the Ethereum network, the second-largest coin after Bitcoin.
  • ExchangeA marketplace where people buy and sell coins. Prices and trading here come from one of the largest.
  • Open betsEvery bet needs someone on the other side, and it stays open until one of them closes it. This is all the bets on a coin that nobody has closed yet, added up. A bigger pile means more people are playing.
  • PointsShort for percentage points, and always a subtraction. If group 1 made +3% and group 5 made +1%, group 1 is 2 points ahead. Note that 3% is three times 1%, not 2% more than it, which is why we subtract rather than compare.

Where this page could be wrong

  • The coins are the ones that are large today. Coins that collapsed and vanished are not in the history, so every bucket looks better than a real investor would have done, and coins that started trading during the period join once they have enough history. This is also why the test starts in 2022: further back, today’s large coins were the small, beaten-down, wild ones, and any trait that picks those out looks like magic for the wrong reason.
  • The “Cheap to bet on a rise”, “Bets piling up” and “Few buyers so far” rules can only be measured for coins people bet on, so each rests on the months and coins where that record exists; the month counts are shown beside every result.
  • The bucket 1 minus bucket 5 gap behaves like owning one bucket and betting against the other; betting against coins has extra costs that are not charged here.
  • About 4 years of monthly tests is still a short record. Some traits take a decade to prove.
  • Prices come from one large exchange. Other exchanges can differ slightly.
  • Costs are a flat 0.10% per trade. Real costs vary by coin and by size.
  • Everything here is about the past. It describes what paid, not what will.

Research by for Charlie Quant Lab · Updated