Market Risk

Drawdowns: Why a 90% Drop Needs a 900% Gain to Recover

A 90% drop needs a 900% gain just to break even. How drawdown math works, how far AI tokens sit below their highs, and how position size limits the damage.

AiTokens Research · October 24, 2026 · 7 min read

A glowing token has fallen into a canyon at dusk, and a long zigzag staircase of glowing blocks climbs back up the far wall.

A drawdown is the fall from an asset's peak to its current price, and the way back is lopsided: a 50% drop needs a 100% gain to recover, and a 90% drop needs a 900% gain, because every gain starts from a smaller base. That math matters for AI tokens. On October 16, 2026, the median AI token worth $100 million or more on our tracker sat 86% below its all-time high, a gap that would take a gain of about 630% to close.

Key takeaways

The gain needed to recover from a drop is the drop divided by what's left: 50% needs 100%, 80% needs 400%, 90% needs 900%.
On October 16, 2026, 14 of the 32 AI tokens worth $100 million or more on AiTokens.app were at least 90% below their all-time highs.
Recoveries take years even for survivors. Bitcoin needed until March 2024 to beat its November 2021 high, and ether needed three years to beat its January 2018 high.
Position size decides what a 90% drop does to you: on a 2% position it costs the portfolio 1.8%, on a 25% position it costs 22.5%.

What is a drawdown?

A drawdown measures how far an asset has fallen from its highest price, as a share of that high. Two versions matter:

Current drawdown: today's price compared with the all-time high. This is what token pages mean by "% below ATH."
Maximum drawdown: the deepest peak-to-trough fall over a period, even if the price has since come part of the way back.

It isn't everyone's loss: a holder who bought earlier may still be ahead. But it shows exactly how far the price has to travel to get back.

Why does a 90% drop need a 900% gain?

Because the gain is measured from the lower price. If a token falls from $10 to $1, it has lost $9 of its $10, or 90%. To get back to $10 it has to rise $9 from a base of $1, which is a 900% gain. In general, a drop of D needs a gain of D ÷ (1 − D) to recover.

Drop from the high	Gain needed to get back
10%	11%
25%	33%
50%	100%
75%	300%
80%	400%
90%	900%
95%	1,900%
99%	9,900%

The bottom of the table is where it gets steep. Going from a 90% drop to a 95% drop looks like five more points of loss, but it more than doubles the gain needed, from 900% to 1,900%. A related trap: equal moves in opposite directions don't cancel out. A 50% fall followed by a 50% rise leaves you 25% down.

How far below their highs are AI tokens?

Most of the sector sits in the steep part of the table. FXStreet reported on September 25, 2026 that most major AI tokens were 70% to 90% below their 2024–25 highs. Our October 16 data agrees:

AI tokens worth $100M+ on AiTokens.app, Oct 16, 2026	Result
Tokens in the group	32
Median distance below all-time high	86%
Gain needed to bring the median token back	about 630%
At least 80% below their high	19
At least 90% below their high	14

Some of the larger names, with the gain each would need to get back to its record:

NEAR: about 75% below its January 2022 high, so it needs about 310%.
Bittensor (TAO): about 64% below its March 2024 high, about 175%.
Render (RENDER): about 86% below its March 2024 high, about 610%.
FET (Artificial Superintelligence Alliance): about 94% below its March 2024 high, about 1,630%.
The Graph (GRT): about 99% below its February 2021 high, more than 11,000%.

Age tells its own story. Eleven of the 32 set their all-time highs in January 2022 or earlier and haven't been back since, and only nine have set a new record in the past 12 months. Our guide to how AI tokens behave in bear markets explains why the sector tends to fall harder than bitcoin.

How long do recoveries take?

Even the assets that recovered took years:

Bitcoin set its 2021 record on November 10, 2021, and didn't top it until March 5, 2024, about two years and four months later, CoinDesk reported. CoinDesk also notes that bitcoin's past bear markets cut 77% to 85% from its record highs.
Ether passed its January 13, 2018 high on January 19, 2021, three years later.
Bitcoin, this cycle: after a record above $126,000 on October 6, 2025, it fell more than 53% to just below $59,000 on June 30, 2026, and was still 32% below its peak a year later (CoinDesk, October 6, 2026). A drop of that size needs a gain of more than 110% to recover.

Time compounds the problem. Even at a steady, hypothetical 50% a year, rising 900% would take almost six years.

And these are the survivors. CoinGecko Research counts 53.2% of all tokens listed on its GeckoTerminal tracker since mid-2021 as failed, meaning they no longer trade, with 11.6 million failures in 2025 alone. Our article on why most crypto tokens go to zero covers the common causes.

How does position size limit the damage?

You can't control whether a token falls 90%. You can control how much of your portfolio it can take with it. The portfolio loss is the token's drop multiplied by its share of the portfolio:

Position size	Portfolio loss if it falls 90%	Gain the whole portfolio then needs
2%	1.8%	1.8%
5%	4.5%	4.7%
10%	9%	9.9%
25%	22.5%	29%
50%	45%	82%

A small position turns a 90% drawdown into a bad month. A large one turns it into a multi-year hole. In our view, a practical rule for any speculative token is to size it so that a 90% drop would hurt but wouldn't change your plans.

Two habits quietly break that rule: letting a winner grow untrimmed until it's a large share of the portfolio, and buying more after a fall without re-checking why you bought in the first place.

What should you check before treating a drop as a discount?

A token 90% below its high isn't cheap just because it's down. Before reading a drawdown as an opportunity, check:

When the high was set. A record from a token's first, thinly traded days can exaggerate the drop most holders actually lived through.
Whether supply has grown. If more tokens exist now than at the peak, getting the price back to its high would take an even larger rise in total market value. Our tokenomics guide explains unlocks and emissions.
Why it fell. A drop with the whole sector is different from one driven by a hack, a failed product or a team that left.
Whether anyone is still building. Look at the project's public code repository and its recent releases.
Whether you could get out. Thin order books make drawdowns deeper and exits more expensive.

Check any token's AI Score on AiTokens.app before you decide.

Frequently Asked Questions

How do you calculate the gain needed to recover from a drop? Divide the drop by what's left. A 90% drop leaves 10%, and 90 ÷ 10 = 9, so the price has to rise 900%. A 75% drop leaves a quarter of the value, and 75 ÷ 25 = 3, a 300% gain.

How far below their highs are AI tokens? On October 16, 2026, the median AI token worth $100 million or more on AiTokens.app was 86% below its high, and 14 of 32 were at least 90% below.

Do crypto assets recover from deep drawdowns? Some do. Bitcoin was down 74.6% a year after its November 2021 high, by CoinDesk's count, and set a new record in March 2024. Many tokens never recover: CoinGecko Research counts more than half of all tokens listed on GeckoTerminal since mid-2021 as failed.

Is a token that's down 90% cheap? Not necessarily. A drawdown tells you how far the price has fallen, not what the token is worth. Check why it fell, whether supply has grown and whether you could sell when you need to. This article is research, not a recommendation to buy or sell anything.