Meme coins are usually tied to retail speculation and outsized return narratives, but they have also become an efficient way to pull traffic and liquidity into newer blockchain ecosystems. A CoinMetrics report, using data from Talos, tries to quantify that cycle by measuring how long these tokens take to move from launch to peak and then into deep drawdown.
The report points to several waves of activity across chains. Solana saw a meme coin trading surge as it recovered after the FTX collapse in late 2023. Base saw a similar pattern in 2024. More recently, Robinhood Chain has introduced a new mix that combines meme coins with tokenized stocks. At the same time, issuance platforms such as shturl.c and PONS have lowered the barrier to launch, leading to millions of meme coins being minted, while only a very small share reaches centralized exchanges and even fewer survive over time.
How the study defines a meme coin lifecycle
To map a market lifecycle, the report sets three key events: the token’s first trade on an exchange, its all-time high price, and a crash defined as a 95% drawdown from that all-time high.
It uses the Kaplan-Meier estimator, a statistical method originally developed for clinical trials to estimate median survival time, and applies it to meme coin market behavior.
The sample includes 150 meme coins from the Talos market database. All were launched after BONK went live in December 2023, when the Solana meme coin wave began to accelerate. The report stresses that the sample is biased toward relatively successful tokens because inclusion required market data from at least one centralized exchange. Many meme coins issued directly through platforms such as shturl.c were left out, so the results likely overstate the actual lifespan of ordinary low-quality meme coins.
The report also notes that the 95% drawdown threshold is an artificial choice and that changing the threshold would materially alter the median lifespan result. It adds that comparing current prices with all-time highs naturally creates a bearish bias, even if the all-time high can only be identified after the fact. Using local highs instead would introduce more uncertainty into the price path. The study presents the framework as an analytical model rather than a precise universal measurement.
Peaks come quickly, but the final collapse takes longer
According to the Kaplan-Meier survival curve, the median meme coin reaches its all-time high just 17.2 days after first trading. One quarter of the sample peaks within 1.6 days.
The fall is much slower. After hitting an all-time high, the median token takes 370 days to drop 95% from that level. In other words, meme coins often sprint to the top and then spend a much longer period bleeding lower.
The report explains the chart reading this way: the estimator moves from left to right across time. Each time a marked event occurs, it calculates the share of still-surviving tokens that have just crashed, then multiplies those conditional survival rates together. As long as a token remains within the observation window, it stays in the risk set denominator. Once observation ends, it leaves the dataset without being marked as crashed. The curve starts at 100% and steps down over time, with the median at the point where the line crosses 50%.
More than half are down 95% from their highs
The return distribution is harsh. More than half of the meme coins in the sample are currently down 95% from their own all-time highs.
Looking at performance after listing during the Solana meme coin era, the report says most tokens showed a fairly concentrated range of early gains before shifting into a prolonged decline. Out of 151 sample tokens, only five still trade above their day-one listing price. After 300 days, most retain just 10% of their initial value. Across market-cap ranges, negative returns are the norm rather than the exception.
The report also highlights three names among the five largest tokens by market value from the Solana meme coin era: TRUMP, PUMP and PENGUIN are all trading below their issuance price.
Half complete the full cycle within 456 days
For meme coins launched during the Solana meme coin era, 50% completed the full sequence from listing to all-time high to a 95% decline within an average of 456 days.
By day 1000, about 90% of the tokens had fallen 95% from peak.
A Sankey diagram in the report tracks where these tokens end up. Only 19% avoid dropping 90% from their all-time high. Among the 81% that do fall 90% from peak, just 3% ever return to their all-time high.
Most tokens never get a second high
The report also separates local highs from all-time highs. It says traders cannot know in real time whether a rally has reached only a local top or the final top, but the historical record shows that meme coins rarely produce more than one meaningful peak.
Roughly two-thirds of meme coins from the Solana era never stage a second rebound. They rise once, peak within days, and never come close to that level again. The remaining one-third take months on average to print their all-time high.
On-chain activity fades in a similar pattern
The same framework was also applied to on-chain activity. The report tracks active Solana addresses with balances of at least $1 and compares the peak address count with current levels.
The pattern closely matches price behavior during the boom stage. Before activity peaks, there are almost no repeated local spikes. After the first top, activity is hard to rebuild. For the leading meme coins, less than 7% of active addresses remain after peak activity, according to data from Talos CM Network Data Pro.
Weak long-term performance does not mean speculation disappears
The report’s broad conclusion is negative on long-term performance, but it stops short of saying meme coin speculation is ending. Trading activity is still spreading across more platforms.
It argues there is little evidence that the asymmetric payoff structure in meme coins exists to reward people for chasing a very low probability of becoming rich. At the same time, the report says it would be a category error to frame meme coin speculation as the product of rational investors making careful long-term decisions. Market participants may broadly understand that meme coins have poor long-term investment value, yet new entrants continue to join the trade.
The report describes speculation as something rooted in market culture rather than in blockchain alone. In that reading, blockchain simply allows these markets to expand efficiently and with almost no entry barrier. As more assets are financialized and tokenized on-chain, new forms of speculation are still likely to emerge in unexpected ways.