You don't need to read thirty guides to understand this place. This one page is the tour — what we refuse to promise, what we built instead, and how to choose well — in about five minutes.
On the way here you've passed the ads — 90% win rates, four-digit returns, a stranger's yacht. So the first honest thing to say is this: next to those, our numbers will look modest. That's not an accident, and it isn't an apology.
Numbers like that are easy to print and impossible to earn. A backtest that skips the trading costs, picks its own dates, and grades its own homework can print any figure it likes — and if a 90% win rate were real, it wouldn't be for sale. Ours is allowed none of those tricks, and a number that survived an honest exam will always look smaller than a number that wrote its own. Reading this site starts with recalibrating what "impressive" means.
Every card here was graded by the toughest examiner we could build. It doesn't skim four prices per candle the way most tools do — it replays what happened inside each candle, second by second, so when a stop-loss and a liquidation collide in the same candle, there is no flattering guess about which came first. And when a tie truly can't be split, it breaks against the strategy — because that's what the exchange would do to you.
Every simulated trade pays what a real one would — fees, slippage, funding — and the survivors still have to clear four separate validation gates built to catch strategies that merely memorized their past. A flawless record isn't celebrated here; it's treated as a confession.
The score on every card is what's left after the bills — not before.
Here's a number we measured ourselves before building any of this: across ten years of candle history, on the timeframes we trade, 49.2% of candles closed up — and 50.8% closed down. Half of everything the market has ever done is a fall. Yet nearly every strategy sold anywhere is a LONG, earning only in the half where price rises.
So CoinLAB breeds SHORT strategies with exactly the same seriousness as longs — not as a checkbox, but structurally: the Boutique reserves half its seats for shorts, and the Hall of Fame hangs short champions beside the long ones. A shelf that can earn in both halves of the market is dressed for more weather than one that only works while the sun is out.
And why only BTC, ETH, SOL and XRP? Thinner coins swing too wildly for a simulation to stay honest about your fills — every choice on our short menu is one the engine can actually prove.
A single card's return is not the ceiling of this place, because cards aren't designed to be used alone. Strategies here come in different temperaments — some chase momentum, some fade reversals, some ride trends — and in both directions. Different cards work in different weather.
The setup this site is actually built around is a small ensemble: a few longs and a few shorts, across coins and styles, each with its own job. While the trend-followers wait out a sideways market, a reversal card may be busy; when the market falls, the shorts earn their seat. No single card has to be a hero — the shelf as a whole just has to be balanced. That's the frame to hold while you read any individual number.
The mistake this page most wants to save you from: buying the biggest number. The return is the loudest cell on a card and the least complete. Three looks tell you more:
FILTER shading — the zones where the strategy was allowed to enter. On a long card, that shading should sit under the stretches that rose and thin out where price fell. A filter that shades everything has no opinion; a filter that shades the right places is the strategy showing you its judgment.Markets drift, and a strategy tuned to one market ages as that market changes underneath it. That's why every grade here is earned on the two years behind the card rather than some flattering slice of ancient history — and why the working habit is rotation: keep a card while it keeps its promise, replace it when the weather turns. These are strategies you rotate, not heirlooms you hold forever.
And you won't be the last to know. The lab watches every live card against the promise of its own backtest — one that falls too far below it is retired, its final record frozen on your shelf and a note dropped in your mailbox. We retire our own products in public and leave the record on display. The ads that promised 90% have never once shown you their failures; here, the failures stay on the wall.
Nothing above asks to be taken on faith. Without an account you get 3 free backtests a day — draw a few cards and run the three looks on them. Signed in, the daily pack deals four fresh cards every day, and one is yours to keep free. And the Hall of Fame is a public wall of live records, refreshed daily, with nothing on it for sale.
When a card has genuinely earned your trust, wire it to your phone and let it message you the moment it moves. That's the whole road.
Everything on CoinLAB — every grade, backtest, and live record — is hypothetical performance on past data. Honest history is still history: none of it predicts the future, and nothing on this site is financial advice. Always do your own research.