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Backtest Crypto Candle by Candle

Seven pairs — BTCUSD, ETHUSD, SOLUSD, XRPUSD, DOGEUSD, ADAUSD and AVAXUSD — replayed one bar at a time, 24/7, with no weekend break to hide behind. Crypto is the easiest market to convince yourself you have an edge in, because the moves are big enough that luck looks like skill.

Open the BTCUSD chartSee pricing

Opens on BTCUSD15m

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01Seven pairs is not

Seven pairs is not seven samples

This is the mistake that quietly ruins most crypto backtests. Altcoins are, most of the time, leveraged expressions of Bitcoin. When BTC runs, SOL, AVAX and ADA usually run harder; when it drops, they drop harder. So a setup that produced thirty winners across seven pairs may have produced far fewer independent results than the number suggests.

The damage is not to your win rate, it is to your drawdown estimate. Correlated positions lose on the same day, and a backtest that counted them separately never showed you that day at full size. If you intend to trade several pairs at once, test the basket as one position, not seven.

The honest way to use seven pairs is as an out-of-sample check, not a sample multiplier: build the rules on one, then see whether they survive untouched on another. That is a different and much harder question — and it is the one that actually predicts live performance.

02There is no daily

There is no daily close, so your daily candle is a decision

Crypto never closes. The daily candle you are reading is a UTC convention, not a session — nothing meaningful happens at midnight UTC, no auction sets a price, no desk squares up. A daily-bias rule imported from indices or forex is quietly assuming a structure that does not exist here.

That does not make higher-timeframe levels useless, it makes the boundary arbitrary — so test whether your setup still works if the day is cut somewhere else. If your edge disappears when you shift the daily open by a few hours, it was in the convention rather than the market.

Test this on BTCUSD nowThe chart opens with the levels already marked. The future stays hidden.
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03Weekends are thin

Weekends are thin, and thin is where the wicks live

Traditional markets close and reopen with a gap. Crypto stays open into a much thinner book, and thin books produce the long wicks that spear resting stops before price returns to where it was. If your backtest quietly skips weekends because that is when you are not at the desk, you have removed exactly the conditions your stop is most likely to meet.

Replay them anyway and log them separately. Two useful outcomes: either your setup is fine across weekends, or you have found a genuine filter — and a filter you discovered by measuring is worth far more than one you inherited from a video.

04The pairs are not

The pairs are not interchangeable in volatility

A fixed percentage stop behaves completely differently on BTCUSD than on DOGEUSD or AVAXUSD. What is a normal hour of noise on a high-beta alt is a significant move on Bitcoin, so a stop that is sensible on one is either constantly clipped or absurdly wide on another.

Size the buffer to the instrument's own noise rather than carrying one number across all seven, and let the position size calculator keep the risk in money constant while the stop distance changes. For Bitcoin specifically, the deeper walkthrough is on the BTCUSD page.

05How to backtest crypto

How to backtest crypto in CRTLAB

Pick a pair, jump to a date, and step forward one candle at a time with the future hidden. Mark entry, stop and target as you would live — the trade is logged and scored automatically, including the ones a weekend sweep stopped you out of, which are the trades most people quietly leave out.

All seven pairs open on the first chart, on everything we hold: BTC, ETH, SOL, DOGE, ADA and AVAX from mid-2022, XRP from May 2023. We say "from 2022" rather than "ten years" because that is the truth — crypto is the newest data in the catalogue and pretending otherwise would be the easiest lie on this page. What that window does contain is a bear market, a full recovery and the long flat stretches in between, which is where most crypto setups actually fail.

You spend candles: 10,000 free sample first, or unlimited at $14.99 a month for the bursts around a move — cancel any time in between.

06Questions5

Frequently asked questions

Which crypto pairs can I backtest?

Seven: BTCUSD, ETHUSD, SOLUSD, XRPUSD, DOGEUSD, ADAUSD and AVAXUSD. All replay candle by candle, 24/7, with no weekend gap.

Is crypto backtesting free?

CRTLAB is free to try. You get all seven crypto pairs on everything we hold, with every tool the product has, for your first 10,000 candles of replay — roughly two hours of stepping through a chart, no card needed. After the sample, unlimited replay is $14.99 a month, cancel any time. The honest limit is the data itself, not a plan: BTC, ETH, SOL, DOGE, ADA and AVAX start mid-2022 and XRP starts May 2023.

How far back does the crypto data go?

BTC, ETH, SOL, DOGE, ADA and AVAX run from mid-2022; XRP from May 2023. That covers the 2022 bear market, the recovery and the consolidations since — the range that matters most for testing whether a setup survives a regime change.

Should I test my strategy on all seven pairs?

Test on one, then check it on another as an out-of-sample test. Do not add the results together as if they were independent — altcoins largely follow Bitcoin, so correlated winners overstate your sample and understate your drawdown.

Does backtesting crypto include weekends?

Yes, and you should keep them. Weekend liquidity is thinner, which is when the long stop-hunting wicks tend to appear. Skipping weekends removes the conditions your stop is most likely to be tested in.

07Keep going9
Backtest COIN — crypto beta on an equity clockMarketBacktest Bitcoin (BTCUSD)MarketBacktest US StocksMarketOut-of-Sample TestingGuideWhat Is Liquidity in Trading?GuideBacktest Ethereum (ETHUSD)MarketBacktest Solana (SOLUSD)MarketBitcoin Position Size CalculatorToolBitcoin (BTCUSD) statisticsStrategy

Backtest crypto free — no card needed

Replay seven pairs candle by candle across everything we hold. No card, no account, about 30 seconds.

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Replay real market history candle by candle, trade it as it forms, and find out what your strategy is actually worth.

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