Why Do Crypto To the Moon Claims Rarely Mention the Losers?
Every so often a screenshot circulates of someone turning a small amount into a life-changing sum from a cryptocurrency investment, and it’s worth asking why the same platforms rarely seem to feature the far more common story of the coin that went to zero.
In a nutshell
The pattern is a well-known statistical bias called survivorship bias: dramatic winners get shared, screenshotted, and amplified, while the far larger number of losses simply fade away without anyone posting about them. This creates a skewed impression of what a typical outcome looks like, because the visible sample is made up almost entirely of extreme successes rather than a representative cross-section of results.
What survivorship bias actually means
Survivorship bias happens whenever a filtered subset of outcomes — the ones that “survived” or succeeded dramatically — gets treated as if it represents the whole picture. Someone who lost money on a coin that later became worthless has little reason to post about it, while someone who bought early into something that surged has an obvious reason to share the outcome. Multiply that pattern across millions of individual purchases and the result is a visible record that looks dramatically more successful than the underlying reality, simply because failures are quiet and successes are loud.
Why this bias is especially strong in crypto
- Extreme volatility creates extreme outliers. Cryptocurrency prices have historically moved by very large percentages in short periods, in both directions, which produces both dramatic winners and dramatic losers — but only one of those gets posted as a screenshot.
- A constant stream of new tokens. Thousands of new coins and tokens are created regularly, and the overwhelming majority never gain meaningful value or trading activity, meaning most individual bets in this category don’t pan out, though the ones that do get outsized attention.
- Social sharing incentives. People are naturally more inclined to share a success story than a loss, and platforms that reward engagement tend to amplify the most dramatic content, which skews even further toward outlier wins.
- No centralized reporting of outcomes. Unlike some other markets, there’s no simple public ledger showing the full distribution of results across everyone who has ever bought a given token, which makes the visible sample even less representative.
How this connects to the broader risk-and-reward idea
This bias is part of why the phrase describing how risk and reward are connected in investing gets repeated so often — a higher potential payoff is generally paired with a higher chance of losing some or all of the investment, and viral success stories tend to showcase only the payoff side of that relationship. It’s also related to why market drops can feel scarier than the actual numbers suggest, since the emotional weight of a story is rarely proportional to how common that outcome actually is, in either direction.
A pattern that shows up outside crypto too
This same bias shows up in plenty of other corners of the internet, not just cryptocurrency — for instance, when reselling thrifted items is shown as more consistently profitable in viral videos than it typically is in practice, the visible examples tend to be the standout successes rather than the more typical, less dramatic results. Recognizing the pattern in one context tends to make it easier to spot in others, including debates over whether picking individual companies beats broad index investing, where the same skew toward highlighting winners over the full range of outcomes tends to show up.
The bottom line
A viral success story is data, but it’s a single, cherry-picked data point rather than a representative sample of typical outcomes. Understanding survivorship bias doesn’t require dismissing every success story as fake — it just means recognizing that the loud, visible stories are a poor guide to the full range of what actually tends to happen.