An Analysis of the Meme Coin Sector: A 95% Drop Is the Norm, and 66% of Tokens Only Pump Once,
- Core Viewpoint: The report uses survival analysis models to conduct a quantitative study of 150 Meme coins, finding that the median time for a Meme coin to reach its all-time high after its first trade is only 17.2 days, while the full lifecycle (from launch to a 95% drawdown) has a median duration of 456 days. The vast majority of tokens ultimately go to zero, but speculative behavior is rooted in market culture, and the Meme coin frenzy will not end easily.
- Key Elements:
- The median time for a Meme coin to reach its all-time high is only 17.2 days, with a quarter of tokens peaking within 1.6 days.
- After peaking, it takes a median of 370 days for a 95% crash from the relative high to occur, and 50% of tokens complete their full lifecycle within 456 days.
- Among the 151 samples, only 5 tokens currently trade above their first-day listing price, and after 300 days from launch, most tokens retain only 10% of their initial value.
- More than half of Meme coins are currently down 95% from their all-time highs, and only 19% manage to avoid a 90% drop from their peak.
- In the Solana era, two-thirds of Meme coins have no second rebound, and the retention rate of active addresses for leading on-chain Meme coins is less than 7%.
Original Author: Victor Ramirez
Original Compilation: Saoirse, Foresight News
Meme coins are often associated with retail speculation and exaggerated high returns, but they have proven capable of efficiently bringing traffic and liquidity to emerging public chain ecosystems. In late 2023, Solana saw a recovery after the FTX collapse, and a Meme coin trading boom followed; in 2024, Base replicated this phenomenon; and more recently, Robinhood Chain introduced a new model combining Meme coins with tokenized stocks.
But this inherently viral, attention-grabbing quality also destined them for short lifecycles. Launch platforms like shturl.c and PONS lowered the barriers to issuing Meme coins, further amplifying this phenomenon. Millions of Meme coins were minted, yet only a tiny fraction ever made it onto centralized exchanges, and even fewer truly survived.
The cycle of Meme coins pumping and crashing is widely known, but rarely studied quantitatively. How long do Meme coin market cycles actually last? How do they actually perform over the long term? This report selects a large sample of Meme coins, measures their complete lifecycle from first quotation to collapse, and analyzes the Meme coin sector from a macro perspective.
Using Survival Analysis Models to Study the Meme Coin Market Lifecycle
To define a token's market lifecycle, this article establishes three key events:
- Start: the token's first trade on an exchange
- Peak: the Meme coin's all-time high (ATH)
- Collapse: a 95% drawdown from the all-time high
This article employs the Kaplan-Meier estimator, a statistical method originally used in clinical trials to estimate the median survival time of subjects, in order to measure the typical market lifecycle of Meme coins. The research sample is drawn from 150 Meme coins in the Talos market database, limited to coins issued after the BONK listing in December 2023 and the rise of the Solana Meme coin wave.
Important caveats: this sample skews toward relatively successful tokens; inclusion requires that the coin generated market data on at least one centralized exchange. The vast number of Meme coins issued directly on platforms like shturl.c are not included. Therefore, this report's results systematically overestimate the actual lifespan of ordinary "doge" Meme coins. Additionally, the 95% drawdown is an arbitrary threshold, and the choice of threshold significantly changes the calculated median lifespan.
One more point: comparing current prices to all-time highs naturally skews results toward pessimism. Although all-time highs can only be confirmed in hindsight, they still hold reference value; using local highs as a benchmark would introduce even greater uncertainty into the price path. Please treat this article as a demonstration of an analytical model, rather than absolutely precise statistical conclusions.
Meme Coin Lifecycle: Kaplan-Meier Survival Curve. Source: Talos CM Market Data Pro
Chart reading notes: the estimator progresses through time from left to right. Each time a marked event occurs, it calculates: among coins that have not yet collapsed, what proportion just collapsed; then multiplies the conditional survival rates. As long as a token remains within the market observation window, it is counted in the "at-risk denominator," and upon exiting observation it is removed from the statistics without being marked as collapsed. The curve starts at 100% and steps downward; the KM median is where the curve crosses 50%.
Key findings: after a Meme coin's first trade, the median time to reach its all-time high is only 17.2 days; a quarter of coins peak within 1.6 days. After hitting the all-time high, the median time for a Meme coin to experience a 95% drawdown from that high is 370 days.
Investor Warning: Like a Casino, Meme Coin Returns Are Extremely Brutal
The above examined the lifecycle from a temporal dimension; next we analyze the return distribution across different Meme coins.
The chart below shows the price distribution of each Meme coin relative to its own all-time high: more than half of Meme coins are currently down 95% from their all-time highs.
Current price drawdown of Meme coins relative to all-time highs
Price performance of tokens after listing in the Solana Meme coin era
The vast majority of Meme coins have a fairly concentrated initial return range, then shift into a sustained decline; among the 151 sample tokens, only 5 are currently priced above their first-day listing price. After 300 days from listing, most tokens retain only 10% of their initial value. Regardless of market cap, almost all Meme coins fail to escape negative returns. Among the five largest market-cap coins born in the Solana Meme coin era, three—TRUMP, PUMP, and PENGUIN—are currently priced below their issue price.
Duration distribution of each phase in the complete Meme coin lifecycle
Among Meme coins launched in the Solana Meme coin era, 50% completed their entire lifecycle—from listing, to all-time high, to a 95% decline—within an average of 456 days. By day 1000, roughly 90% of tokens had fallen 95% from their peak.
The Sankey diagram below shows where Meme coins ultimately go. Only 19% of Meme coins manage to avoid a 90% decline from their all-time high. Of the 81% of Meme coins that fell 90% from their all-time high, a macro perspective analysis of the Meme coin sector once again reached all-time highs.
Is This the Top? Exploring Local Highs vs. All-Time Highs
When the market is carrying you on a wild ride, how do you tell whether you've hit a local high or the absolute peak? There's no way to know, but historically, Meme coins rarely manage to set more than one "high."
Two-thirds of Meme coins in the Solana era never see a second rally. They rise once, peak within days, and never come close to that level again. The remaining one-third take an average of several months to reach their all-time high.
Beyond Price: The On-Chain Activity Perspective
We can apply the same approach to conduct a similar analysis from the on-chain activity dimension. Measuring active addresses on Solana with a balance of at least $1, we compare peak address counts with current levels. The pattern closely mirrors that of the price surge phase: on-chain activity shows almost no multiple local spikes before reaching its peak; and after first peaking, on-chain activity rarely recovers. Currently, those "top" Meme coins retain less than 7% of their active addresses compared to their peak activity.
Source: Talos CM Network Data Pro
Outlook: Is the Meme Coin Boom Era Coming to an End?
The overall data presents a grim picture of the Meme coin market. Does this mean the Meme coin speculative frenzy is over?
Yet the fact that Meme coin trading is spreading across various platforms suggests the opposite conclusion. There is little evidence that Meme coins' asymmetric returns are meant to reward people for chasing extremely low-probability chances of getting rich. But to conclude from this that Meme coin speculation is based on rational market participants making prudent investment decisions would be a category error. Although the market widely recognizes that Meme coins have extremely poor long-term investment value, this does not stop wave after wave of new participants from throwing themselves into the game.
Speculation is deeply rooted in market culture and has nothing to do with the underlying trading infrastructure. Speculation is not unique to blockchain; blockchain simply allows such markets to expand efficiently and without barriers to entry. As more assets undergo financialization and on-chain tokenization, various new forms of speculation will likely continue to emerge in unexpected new ways.
