Why so few memecoins graduate: the 1% problem

Roughly one memecoin in a hundred graduates, but the honest range is 0.5% to 2% and the published figures span an order of magnitude. That dispersion is not disagreement about the market. It is disagreement about how long you watch a token before deciding it failed. A graduation rate quoted without a measurement window is close to meaningless.

This page is about why, because the number gets repeated constantly and almost never with the qualification that makes it usable.

What has actually been published

Four figures circulate widely. They do not conflict in the way they appear to.

A fifth number, lower than all of these, is quoted across dozens of articles and traces back to a single news post that now returns a 404. We will not repeat it even to argue with it, because repeating an unverifiable figure is how it survives.

Read the third column rather than the second and the table changes meaning. The apparent spread between 0.198% and 1.4% is not a market that moved by a factor of seven between February and June 2026. It is four measurement designs answering four subtly different questions.

The 0.198% study is a floor, and says so

This is the most methodologically serious number in the set and the most misused. The paper pools 832,941 Solana mints observed between 8 May and 10 June 2026 and reports 0.198%, with a 95% confidence interval of 0.189% to 0.208% — a tight interval on a huge sample, which is why it gets quoted as if it settled the question.

It does not, and the paper says so. Each mint was observed for only about six minutes after launch. It describes its own result as one that should "be read as a fast-regime graduation rate and a lower bound on the true 24-hour rate." A token graduating forty minutes after deployment counts as a failure here — not because the method is bad, but because it answers "how many graduate almost immediately", not "how many graduate".

The author then did something worth respecting. An attempt to recover late graduations through a sensitivity analysis was withdrawn after API verification found zero graduations in a 100-mint sample, too little to support the extrapolation. That is the opposite of what the incentives here reward, and it is why 0.198% should be treated as the most credible floor available rather than as a debunking of the higher numbers.

The 1.15% figure was a high, not a low

The other half of the confusion runs the opposite way. The ~1.15% figure, reported on 19 February 2026, is routinely cited as evidence of how brutal the market is. Cryptopolitan reported it explicitly as "the highest level in over seven months," following pump.fun's cashback-token launch.

So the two most-quoted numbers in the debate are a lower bound and a local maximum, presented as though they were competing estimates of the same quantity. They are two ends of a range, correctly labelled at source and mislabelled downstream. Solana Compass's "fewer than 2%" on 10 June 2026 is less precise and more useful: an upper bound with no false precision beats a point estimate with a hidden window.

The defensible position: the true 24-hour graduation rate on Solana's dominant venue in 2026 sits in the 0.5% to 2% band, varying with the observation window and the market regime of the week measured. The dispersion in the literature is a measurement-definition problem, not evidence the market changed.

It gets worse across venues

Everything above concerns one venue with one definition. Across venues the comparison breaks down entirely, because graduation is not one event. On pump.fun it is an atomic full-LP migration to PumpSwap. On nad.fun it requires roughly 225,000 MON collected and about 80% of supply sold. On Pools.trade's Crowd Launch it is a $10,000 minimum FDV cleared inside a four-hour window, failing which funds are refunded. On Pons it is a status flag at 4.2 ETH with no migration whatsoever, because there is no bonding curve to move off. Clanker has no such concept at all.

A cross-venue percentage adds those together as if they were one event. The differences are laid out in what graduation actually means on each venue, and per-venue figures, each with the definition it uses, are tracked in memecoin graduation rates by launchpad.

The number that survives all of this

Take one statistic from this page and take this one. As of 10 June 2026, pump.fun had recorded roughly 11.9 million cumulative launches since January 2024. Ninety-six of those tokens ever exceeded $1M market cap. Eighteen ever exceeded $10M.

That requires no measurement window, no confidence interval and no methodological argument. It is a count of things that happened, and eighteen out of 11.9 million is not a rate whose definition needs debating.

It also reframes the question. Graduation is a low bar — enough capital entered a bonding curve to trigger a migration, at a threshold reported around $69K to $100K on pump.fun. Clearing it is not success. The failure rate that matters is not the 99% that never graduate but the fraction of the remaining 1% that go anywhere afterwards, which is very small.

What actually predicts graduation

The study behind the 0.198% floor produced two findings more useful than the headline rate, because relative differences survive the window problem better than absolute levels.

A linked Telegram is the strongest observable signal. Launches advertising one graduated at 1.485% against 0.166% for those without — an 8.94× differential, with a Cox hazard ratio of 5.40. This is a correlation: adding a Telegram link to a token nobody wants does not move it. The plausible reading is that a Telegram proxies for a launch someone put effort into. Telling a real community from a manufactured one is covered in red flags in a memecoin's social presence.

Initial market cap above the platform's 30 SOL default was the single strongest predictor, at a hazard ratio of 4.51. Again the mechanism is probably not the parameter but the deliberate configuration behind it — another proxy for a deployer doing something other than mass-minting. Both findings point the same way: most launches are not serious attempts at anything, which is what you would expect at a creation fee of zero.

Why the base rate is this low

Supply is effectively unbounded. pump.fun's creation fee is 0 SOL and it recorded roughly 42,000 launches in 24 hours as of 10 June 2026, up to 83% of Solana minting on peak days. Noxa managed about 60,000 launches on Robinhood Chain in under two weeks before disappearing. When deployment costs nothing, the denominator is set by how fast scripts run, not by how many tokens anyone wants.

Demand is not. Graduation requires real buy pressure on a curve within a short window against tens of thousands of simultaneous competitors, most indistinguishable, many automated, and a meaningful share launched with pre-positioned supply — a pattern set out in bundled launches and sniper wallets.

The low rate is therefore not a market failure or a sign of a downturn. It is the arithmetic consequence of free issuance meeting finite attention, and it would look roughly like this in any regime.

What this doesn't tell you

The 0.5–2% band is Solana-centric and pump.fun-dominated, because that is where the research is. No comparable study exists for Robinhood Chain, Base or BNB Chain, and we would not extrapolate to them.

None of these figures is refreshed continuously. The most rigorous covers five weeks of mid-2026; the highest is one February data point from a week of unusual incentive activity. Graduation rates count migrations, not returns, so they say nothing about outcomes for a holder. And Meme Central's own launch and graduation data, on the analytics hub, reflects tokens indexed by Meme Central rather than the whole market — the limitation we apply to everyone else's numbers applies to ours.

What would resolve this is a study with a 24-hour observation window on a large sample, per-venue definitions published alongside the counts, and independent replication. None exists yet. Until one does, the correct answer to "what is the memecoin graduation rate" is a range with a stated window attached, and anyone offering a single decimal figure without one is not giving you information.

Frequently asked questions

What percentage of memecoins actually graduate?

Between roughly 0.5% and 2% for a 24-hour window, depending on how and when it is measured. The most rigorous published figure, 0.198% across 832,941 Solana mints in May and June 2026, is explicitly a lower bound from a six-minute observation window. The most-quoted higher figure, ~1.15% in February 2026, was a seven-month high.

Why is the pump.fun graduation rate reported so differently everywhere?

Because published figures use different observation windows and are rarely labelled as such. A six-minute window and a 24-hour window produce answers an order of magnitude apart from identical data. One widely repeated low figure also traces to a source that no longer resolves, which is why we do not reproduce it.

Does a Telegram link really make graduation more likely?

Launches advertising a Telegram graduated at 1.485% versus 0.166% without, an 8.94× differential with a Cox hazard ratio of 5.40, in data covering 8 May to 10 June 2026. That is a correlation. The likely mechanism is that a Telegram marks a deployer who put effort in, not that the link causes demand.

How many pump.fun tokens have ever been worth more than $10M?

Eighteen, out of roughly 11.9 million cumulative launches since January 2024, as of 10 June 2026. Ninety-six ever exceeded $1M market cap. That count needs no measurement window to interpret, which is why it is more useful than any graduation rate.

Is graduating a sign that a token is worth buying?

No. Graduation records that enough capital entered a bonding curve to cross a threshold, reported at roughly $69K to $100K on pump.fun. It says nothing about liquidity being locked, developer holdings, or whether anyone is still trading the token the next day. Most graduated tokens still lose most of their value.

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Verify the liquidity rather than the graduation badge

If graduation is a weak signal, a locked liquidity position is a stronger one, because it is a commitment you can check on-chain rather than a threshold someone crossed. Team Finance — built by TrustSwap, which also builds Meme Central — locks LP tokens for a fixed term on Ethereum, Robinhood Chain, Polygon, Base and BNB, and the lock appears as a verified badge on the token's page in the Meme Central feed. It is not a quality signal either: it does not stop a developer selling their own allocation.

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Nothing here is financial, legal or tax advice. Memecoins are extremely high-risk: most lose most of their value, and the majority of tokens launched never reach a decentralised exchange at all. Never spend money you cannot afford to lose entirely. Meme Central does not recommend any specific token. Data described as Meme Central's own reflects tokens indexed by Meme Central and is not whole-market data.