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What 13 major BTC crashes tell us about what's next [Market Analysis]

Market commentary

After a -10% Bitcoin crash day, history shows a clear pattern: short-term bounce is common — but second dips happen 92% of the time. Here’s what the data says.

After the last post, many of you wondered:

"What does BTC usually do after a move like this?"

Nobody can fully predict the future, but we can look for similar historical events and see what happened next.

For reference: we'll use Binance Futures data for the purposes of this research post.

Futures are useful here because liquidation-driven moves often show up clearly in perp data.


What Happened

First, let's see what happened.

February 5 was a classic "capitulation day":

A large daily drop, heavy intraday selling, a close near the day's low, and a major activity spike.


Historical Comparisons

There were at least 5 similar historical events in the Bitcoin Futures data.

These were:

  • 2020-03-12 (COVID crash)
  • 2022-01-21
  • 2022-05-09
  • 2022-06-13
  • 2022-11-09 (FTX collapse)

The image below maps these analogs (orange) versus all -10%+ days (blue) and highlights Feb 5 (green).

What 13 major BTC crashes tell us about what's next [Market Analysis], image 1

For robustness, we'll also look at a broader sample of 13 historical days where the close-to-close daily return was lower than -10%.

We need a full 30-day window after each event for proper analysis.

What 13 major BTC crashes tell us about what's next [Market Analysis], image 2

Key Finding: Short-Term Bounces Are Common

One of the main insights:

A short-term bounce is common.

Across those 13 crash days with -10%+ drops, the median next-day return is +2.8% (mean +3.7%).

So, mean reversion often happens.


But Second Dips Are Even More Likely

The "second dip" base rate is even higher.

Within the next 30 days after a -10% crash day, BTC traded below the crash-day low at least once in 92% of cases (12/13).

That's why crash-day mean reversion can be profitable but dangerous:

The market often bounces first, then retests (and sometimes breaks) the low later.

What 13 major BTC crashes tell us about what's next [Market Analysis], image 3

The Counterintuitive Reality

This seems counterintuitive:

"If a rollback is likely, how can the market usually go lower?"

The distribution of outcomes after the crash is two-sided:

BTC can rebound sharply and still print a lower low inside the next week/month.

A "risk/opportunity map" makes this obvious:

Many crash episodes include both +5% to +15% upside and -5% to -15% downside within the same week.


February 6: The V-Bounce

One more nuance:

Feb 6 was a strong V-bounce.

In the Binance Futures dataset, the pattern "-10% crash day + next day ≥ +5%" happened only 4 times historically.

In those cases, the probability of a deep second leg (5% below the crash low) fell to 25% (1/4), but big pullbacks from the bounce were still common (-11% to -24% within 30 days).

What 13 major BTC crashes tell us about what's next [Market Analysis], image 4

What This Means for You

We've seen numerous analyses predicting both outcomes over the last few days.

However, the statistical evidence doesn't provide a clear answer.

Expect a bounce — and respect the high retest/volatility risk.


If You:

Trade the rebound, do so with a plan for tails.

Missed the rebound, chasing is usually worse than waiting for pullbacks.

Want to stop guessing and automate the whole process with a:

  • Time-tested
  • Proven
  • Fully algorithmic approach

It's as easy as signing up with Algocrat AI.

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Best,
The Algocrat AI Team

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