Kwaant is an AI quantitative researcher for retail traders. Describe the strategy you already trade. It tests it honestly on 16+ years of historical CME Group data, searches for real improvements, throws out the ones that are only luck, and shows you all the evidence.
Takes about a minute. No payment needed to apply. What's included in early access?
The AI never computes a numberEvery figure comes from code.
Every variation is tested for luckThe more you try, the higher the bar.
A sealed final test, opened onceOn history nobody has looked at.
The real question
Most strategies run on feel. A good month feels like proof. A bad week feels like the end. Neither tells you what's real, and finding out the hard way costs real money.
How it works
Type your strategy the way you'd explain it to a friend. Kwaant turns it into exact rules. When a term like "fair value gap" can mean different things, it asks you, with a small chart of each version. Then it shows you example trades so you can confirm it understood.
Your strategy runs on 16+ years of historical CME Group data, with commission, slippage and margin included. The AI proposes ideas worth trying. Each is tested across hundreds or thousands of variations, checked on data the search never saw, and run through statistical tests built to catch luck. Survivors face a sealed final test that can be opened only once.
A clear verdict, everything that was tried, what was thrown out as luck and why. Every number traces back to the test that produced it.
Export any strategy Kwaant has tested as Pine Script, and automate it yourself if you choose. Kwaant writes the code; you stay in control of every trade.
Quant trading, minus the quant degree
Quant traders test every idea with clean data, strict statistics and a sealed test they never peek at. Doing that yourself usually means months of learning and building. Kwaant does the heavy lifting. You bring the idea.
Describe your strategy in plain English.
The tests
The AI decides what to test. Deterministic code decides what is true. Every number below comes from code that gives the same answer every time, never from the AI.
Built and tuned on one stretch of history, then judged on a later stretch it has never seen.
Tested again and again on later windows, like trading it forward through time. Does the edge last?
Every setting is nudged up and down: a 20-bar average becomes 18 or 22. A real edge survives small changes.
The whole backtest re-run with trading costs at 1.25×, 1.5× and 2×. Does the profit survive worse fills?
Trades shuffled into thousands of alternative histories, to show how bad a drawdown could realistically get.
Results split by volatility, trend and time of day. Does it only work in one kind of market?
The more variations tried, the higher the bar: the deflated Sharpe ratio and the probability of backtest overfitting.
A final slice of history, locked away and opened once for one final version. Software opens it, never the AI.
Built-in honesty: the strategy language can't see the next bar, and known defects are put back into the engine on every check to prove the tests still catch them.
The verdict
"No honest improvement found" is a common result. That's the point.
A variation passed every check, including the sealed final test. On history. It is evidence, not a prediction.
Nothing tried beat your strategy honestly. Not the answer anyone hopes for, but the one you want before you size up. The report still shows where your strategy loses.
Not enough evidence either way. The report gives the exact reason and what would change it: more history, more trades, or a bigger research session.
Who it's for
Whether you've traded the same setup for years or you're just getting serious, Kwaant gives you the kind of research quants rely on, in plain English.
Find out if it really works, and whether it can honestly be made better.
Bring a setup you've seen or sketched, and find out if it holds up before you risk real money.
Research like a quant without learning to code or earning a statistics degree.
Get the luck checks your last backtest skipped, before you trust it again.
Prop firm mode
A strategy that makes money over the years can still fail an evaluation in its first bad week. The firm won't care that it would have recovered by Friday. Prop firm mode replays your strategy under the challenge's rules, and the AI looks for variations built to pass.
Illustrative replay, not real data or results. Passing on history doesn't mean you'll pass live.
What it is not
Clear lines, so you know exactly what you're getting.
Early access
Your place in line for Kwaant's private beta, plus a few extras for getting here first. Being early has its perks.
When the private beta opens, we'll email you as soon as it's your turn.
We'll pick a few applicants and test their strategy with Kwaant for free, before anyone else gets in.
An optional invite to our free Discord, to talk with the team and other traders while we build.
Join the beta when it launches and keep a special early-access price for as long as you stay. The details come before launch.
Takes about a minute. No payment needed to apply.
The beta itself will be paid. You'll see the price before you're asked to pay anything.
Questions
Still have a question?Ask us anything at hello@kwaant.com. No question is too basic, "what's a backtest?" included.
No software can promise that, and you should be wary of any that does. Kwaant tells you what your strategy's history really says, including when the answer is no.
No. Kwaant researches and tests; it never places a trade. If you want to automate a strategy, you export it as Pine Script and set that up yourself.
No. You describe your strategy in plain language, and Kwaant does the rest.
Futures, tested on 16+ years of historical CME Group data across a wide range of contracts, including FX futures. Options on futures are planned after launch.
Yes, outside Kwaant. Export any tested strategy as Pine Script and automate it yourself if you choose. Kwaant itself never places a trade.
Pricing isn't public yet. You'll see it before you're asked to pay anything.
Apply for early access, and we'll email you when it's your turn.
Apply for early access. We'll email you when it's your turn.
These answers help us decide who to invite first.
We'll email you when it's your turn. Until then, no hype, no countdown timers, no "only 3 spots left".