PEPE risk appetite may sound like a joke, but the data reveals a surprisingly consistent relationship between memecoin rallies and speculative market behavior.

PEPE as a Macroeconomic Indicator Is a Ridiculous Idea. Let’s Test It.

Finance Crypto by Léa Valmont

A frog-themed token with no cash flow, no yield, no central bank and no obvious claim on anything productive should have very little to tell us about the global economy.

That is precisely why PEPE is interesting.

Traditional measures of risk appetite tend to look respectable: equity indices, credit spreads, Treasury yields, volatility, currencies. Memecoins sit at the opposite end of the financial food chain. Their prices can move violently because of social attention, exchange listings, leverage, crypto-native narratives and traders chasing whatever is already going up.

PEPE is almost pure speculation.

So here is the ridiculous hypothesis: if investors become willing to throw serious money at an asset whose investment case is essentially a famous internet frog, perhaps that behavior tells us something about their willingness to take risk elsewhere.

PEPE only launched in 2023, which means there is nowhere near enough history to crown it a legitimate macroeconomic indicator. Its largest moves also contain obvious crypto-specific noise. But its short history gives us several episodes large enough to test a narrower question.

When PEPE goes berserk, are broader markets already showing measurable signs of rising risk appetite?

The answer is more interesting than the joke.

Table of Contents

How do you test a frog against the global market?

First, we need to define what we are looking for.

“Risk-on” is not a single financial variable. It describes an environment in which investors become increasingly comfortable owning assets with greater volatility, uncertainty or sensitivity to future growth. Depending on the cycle, that can appear through rising equities, stronger growth stocks, tighter credit spreads, falling demand for downside protection, crypto rallies or increasingly aggressive speculative behavior.

For this experiment, four signals are particularly useful.

The first is Bitcoin, because it provides a bridge between mainstream financial risk appetite and the crypto market in which PEPE actually trades.

The second is the Nasdaq, a much broader and more economically meaningful expression of investor willingness to own growth assets.

The third is the VIX. Cboe defines the index as a measure of expected 30-day S&P 500 volatility derived from options prices. It is commonly called Wall Street’s “fear gauge,” although that nickname oversimplifies what it actually measures.

Finally, we can look at the rest of the memecoin market. If PEPE is rising alone because Coinbase just listed it, that tells us something very different from DOGE, SHIB, PEPE and other speculative tokens exploding together.

This is not a formal econometric study. PEPE simply does not have enough history for one to produce particularly convincing long-term conclusions. Instead, we can examine its largest speculative episodes as a small event study and ask what was happening around them.

March 2024: the first serious clue

PEPE’s early history is messy because its initial 2023 explosion was partly the story of a newly launched token discovering its market price. A tiny asset going from obscure to famous tells us more about that asset than about the S&P 500.

By early 2024, the test becomes more useful.

Bitcoin reached a record above $69,000 in March 2024 as the newly launched US spot Bitcoin ETFs helped transform the crypto market. Speculation rapidly moved down the risk curve.

PEPE rose roughly 158% in a single week during the early-March memecoin surge. Dogecoin gained around 50%, Shiba Inu roughly 210%, BONK about 112% and dogwifhat around 180% over the same period.

This was not PEPE discovering itself.

It was a speculative category moving together.

And the sequence matters. Bitcoin had already become extraordinarily strong before the memecoin explosion. Capital was not using PEPE to discover that investors wanted risk. Investors had already demonstrated that appetite through Bitcoin and other crypto assets, then moved toward instruments offering even greater volatility.

That is our first important result.

PEPE looked less like a macroeconomic smoke detector and more like the party moving from the living room into the kitchen at 3 a.m.

Useful information, perhaps.

Early information, probably not.

May 2024: this one is difficult to dismiss

The May 2024 episode provides a cleaner test because risk appetite was visible far beyond crypto.

On May 15, softer-than-expected US inflation strengthened expectations that the Federal Reserve could eventually cut interest rates. The S&P 500 and Nasdaq reached record highs as Treasury yields fell.

The broader picture became unusually bullish. Reuters reported that investors were reaching for riskier assets as confidence in a US soft landing increased. Bitcoin was approaching its previous highs, US equities were setting records, speculative meme stocks had surged and volatility was falling across several asset classes.

By May 23, Reuters described implied volatility across equities, bonds, credit and currencies as exceptionally subdued. The S&P 500 and Nasdaq were around record territory.

Then the frog really started moving.

PEPE reached a new all-time high of approximately $0.00001725 on May 27, having gained roughly 81% in seven days. Its price had risen around 88% following the SEC’s approval of key filings connected with spot Ether ETFs.

That last point prevents us from treating PEPE as a clean macro signal. PEPE is an Ethereum token, and traders explicitly used it as a leveraged speculative expression of enthusiasm around Ethereum and the ETF story.

But look at the environment surrounding the move.

Stocks near records.

Bitcoin strong.

Expected equity volatility low.

Rate-cut optimism rising.

Crypto speculation expanding.

PEPE exploding.

If the hypothesis is simply that major memecoin rallies coincide with periods of elevated risk appetite, May 2024 passes the test extremely well.

If the hypothesis is that PEPE predicted that environment, it fails.

The risk-on regime was already visible almost everywhere else.

November 2024: PEPE goes vertical, but there is a problem

November looks even more spectacular.

Following the 2024 US election, Bitcoin surged to repeated records as crypto investors priced in expectations of a friendlier regulatory environment. On November 11, Reuters reported Bitcoin above $82,000. Within days it had moved through $90,000.

Dogecoin was also going wild. By November 13, it had risen roughly 150% since Election Day.

Then came PEPE.

On November 13, Robinhood added PEPE for US customers and Coinbase moved to list it. The token exploded. The Block recorded a 77% 24-hour increase as PEPE’s market capitalization briefly exceeded $10 billion. The broader GMCI Meme index was also rising sharply.

This is exactly what a speculative risk-appetite indicator should look like — until we examine causality.

PEPE had a massive idiosyncratic catalyst.

Getting listed on major US trading platforms radically expanded its accessibility. A trader who previously needed a crypto exchange or decentralized infrastructure could suddenly gain exposure through mainstream platforms. The price reaction therefore cannot be attributed to macro risk appetite alone.

But the listings did not happen in a vacuum.

Bitcoin was breaking records. Crypto’s total market capitalization was pushing beyond $3 trillion. DOGE was surging. Political expectations had changed dramatically for the industry. Speculative capital was already moving aggressively through digital assets.

The listing was the match. The broader risk-on crypto environment was the room full of gasoline.

That distinction matters if we want to use PEPE as data rather than entertainment.

A PEPE rally caused by a PEPE-specific catalyst is weak evidence.

PEPE rising alongside DOGE, SHIB, Bitcoin, crypto equities and other high-beta assets is much stronger evidence of broad speculative appetite.

PEPE is really measuring the bottom of the risk ladder

The strongest evidence for the experiment comes from stepping away from PEPE itself.

CoinGecko’s research on the memecoin sector shows just how extreme 2024 became. Total memecoin market capitalization reached a record $150.6 billion in December 2024. Average daily memecoin trading volume increased from about $1.1 billion in 2023 to $9.7 billion in 2024, a 767.1% increase.

At the most extreme point, daily volume reached $87.4 billion following major exchange listings involving PEPE and WIF.

That is no longer a handful of people gambling on a joke token.

It is tens of billions of dollars moving through a financial category whose defining characteristic is the absence of conventional fundamental valuation.

And that gives memecoins an unusual property.

With a stock, price can rise because expected earnings improved.

With a bond, price can move because interest-rate expectations changed.

With oil, traders can react to supply and demand.

Even Bitcoin can be analyzed through monetary scarcity, institutional allocation, ETF flows and macro liquidity.

A memecoin strips much of that away.

Its price is unusually dependent on attention, liquidity, positioning, narrative and willingness to speculate.

That makes PEPE terrible for conventional valuation.

It may also make it surprisingly useful as a behavioral instrument.

Is PEPE a leading indicator?

This is where the fun theory starts losing money.

Across the strongest episodes in PEPE’s short history, the pattern usually runs in the wrong direction for anyone hoping to turn the frog into Bloomberg’s next macro terminal.

Bitcoin strengthens.

Crypto liquidity improves.

Major assets break resistance.

Speculators become more comfortable.

Capital moves into altcoins.

Then increasingly aggressive money reaches memecoins.

PEPE often behaves like high-beta crypto with an additional layer of narrative volatility. It can move much faster than Bitcoin because its market is smaller and its speculative component is much larger.

That amplification creates the illusion of information.

Suppose Bitcoin rises 8%, Ether 12% and PEPE 40%. PEPE attracts attention because 40% looks extraordinary. But the important signal may have arrived earlier in Bitcoin.

PEPE is therefore better understood as a confirmation indicator than a leading indicator.

When investors are aggressively buying large memecoins after Bitcoin and other major assets have already strengthened, the market may be revealing that risk appetite has moved deeper into speculative territory.

That can be informative.

It is not predictive magic.

The experiment has some enormous problems

The first problem is obvious: the sample is tiny.

PEPE launched in April 2023. Traditional macroeconomic indicators are evaluated across decades, recessions, inflation shocks, monetary cycles and market crashes. PEPE has experienced only a small number of distinct market regimes.

The second problem is crypto-specific causality.

Exchange listings can move PEPE. Ethereum developments can move PEPE. Whale activity can move PEPE. Liquidations can move PEPE. A viral meme can move PEPE. None of these necessarily says anything about whether a portfolio manager wants to buy small-cap US stocks.

The third is survivorship bias.

We are examining PEPE partly because it became one of the successful memecoins. Thousands of speculative tokens disappear. Selecting the survivors after the fact creates an obvious statistical problem.

The fourth is that risk appetite is fragmented.

November 2024 demonstrated this nicely. Crypto could experience extraordinary euphoria even while risk appetite cooled elsewhere. A political or regulatory catalyst can create a local crypto bull market without producing an equivalent move in equities, credit or other assets.

And even the VIX needs care. Cboe itself stresses that the index measures expected S&P 500 volatility rather than fear directly. It can occasionally behave in ways that do not fit the simplistic “VIX down equals risk-on” interpretation.

PEPE is noisier still.

Treating one token as a macro indicator without controlling for these effects would be statistical cosplay.

The 2026 test makes the idea more interesting

September 2026 gives us another live experiment.

Bitcoin recently moved above $86,000, reaching its highest level in roughly eight months after a powerful rebound. The move coincided with renewed strength in technology and AI-related equities, while the Nasdaq returned to record territory.

The VIX, meanwhile, closed at 14.87 on September 25, according to Cboe — a relatively subdued level of expected equity volatility.

The configuration is recognizable.

Technology strong.

Bitcoin strong.

Volatility relatively low.

Crypto liquidity improving.

And PEPE has begun responding. Recent market data put the token around $0.000004, still roughly 85% below its December 2024 record.

That last number is useful.

If PEPE were a simple risk-on indicator, an environment with a record Nasdaq, resurgent Bitcoin and subdued VIX should perhaps have pushed the token much closer to its old highs.

It has not.

This weakens the simplistic version of the theory.

It also tells us something more interesting: risk appetite can return without speculative intensity returning equally across every layer of the market.

Bitcoin can attract institutional money. Mega-cap technology stocks can rally on earnings and AI spending. Neither requires traders to rediscover their appetite for frog coins.

The distance between those markets may itself contain information.

So what does PEPE actually measure?

PEPE is not a macroeconomic indicator in any conventional sense.

It does not tell us where inflation is going. It cannot reliably forecast GDP, employment, interest rates or the S&P 500. Its history is far too short, and its price contains far too much crypto-specific noise.

But the experiment does not completely kill the idea.

The largest PEPE rallies have repeatedly occurred during periods when measurable risk appetite was already strong elsewhere. March 2024 coincided with Bitcoin reaching records and speculation spreading through crypto. May combined record US equities, low volatility, strong Bitcoin and accelerating memecoin speculation. November produced an even more extreme crypto risk-on regime before PEPE’s exchange listings poured fuel onto it. The current 2026 rebound again finds PEPE strengthening inside a broader recovery in Bitcoin and technology assets.

The relationship looks mostly coincident or lagging rather than predictive.

And that suggests a better use for the frog.

PEPE should not sit next to payrolls, CPI or the yield curve on a macroeconomic dashboard.

It belongs closer to measures of speculative temperature.

Bitcoin tells us something about demand for crypto.

PEPE can tell us how far traders are willing to travel down the risk curve once that demand becomes aggressive.

A rising Nasdaq is risk appetite.

Bitcoin ripping higher is more risk appetite.

PEPE suddenly gaining 80% while billions of dollars pour into memecoins is something else: risk appetite losing its jacket and climbing onto the table.

That is not a leading economic indicator.

But it is data.

And occasionally, ridiculous data can tell us something serious.

PEPE and market risk appetite: key questions

Can PEPE really be used as a macroeconomic indicator?
Not reliably. PEPE has existed only since 2023, its price is extremely volatile and coin-specific events can dominate trading. Its history is far too short to treat it like an established macroeconomic indicator.

Do PEPE rallies coincide with risk-on markets?
Several of PEPE’s largest rallies have occurred during periods of strong Bitcoin performance, broader crypto speculation and, in some cases, strong equity markets and low implied volatility. The sample remains too small to establish a durable statistical relationship.

Does PEPE predict stock-market rallies?
The historical episodes examined here provide little evidence that it does. PEPE has generally exploded after risk appetite was already visible in Bitcoin, crypto or other markets.

Why might memecoins still be useful for measuring sentiment?
Memecoins have few conventional fundamentals, making their prices unusually dependent on liquidity, attention, momentum and speculative demand. Broad memecoin strength can therefore provide information about how aggressively traders are taking risk.

Is PEPE better than Bitcoin as a risk indicator?
They measure different parts of the crypto market. Bitcoin is much larger and increasingly connected to institutional capital and macroeconomic conditions. PEPE sits much further along the speculative risk curve and may therefore be more useful as a measure of speculative intensity than general risk appetite.

What would make the PEPE signal more convincing?
A broader basket would be preferable. Simultaneous strength across PEPE, DOGE, SHIB and other liquid memecoins, accompanied by rising volumes and strength in Bitcoin and high-beta assets, is more informative than an isolated PEPE rally.

Is this financial advice?
No. This article is editorial analysis for informational purposes only. PEPE and other memecoins are highly speculative assets and can experience extreme price movements.

Sources: CoinGecko Research, Cboe Global Markets, Reuters market reporting.