(EASYQUANT_OS)
Discover · Validate · Compose · Deliver// One platform is enough
Find strategies, backtest with real rules, and check for overfitting with statistics. No curve cosmetics, no return promises — you can see whether results are trustworthy. Strategy files go to accounts you control.
Recent Robust Strategies · Historical Backtest
All robust strategiesThe strategies below were auto-discovered by our platform and re-checked by our own engine (holdout + drawdown defense) and remained robust on historical data. Note: these are historical backtests / simulations, not live trades, and do not predict future returns.
START HERE · 30 SECOND PATH
Choose a market, then do one thing
No jargon to learn first. Pick the market you care about, and the platform carries that choice into strategy generation and simulated observation.
- 01Market snapshotXAU/USD · H1
- 02Strategy checkRules, data & stress tests
- 03Simulated observationWatch signals and paper fills first
DECISION PLAYBACK · Illustrative walkthrough
At a glance: a strategy is not ”place an order whenever the market moves”
Read the market snapshot first
Put XAU/USD's timeframes, volatility, and costs on one chart.
Validate first, then paper trade; not a guarantee of future returns
Look at this market first
Review the current market data and coverage, then decide whether to continue.
StartLet the platform build a strategy
Carry the selected market into strategy generation; advanced options stay collapsed by default.
StartObserve with simulated money first
Carry the selected market into the simulated account; no real orders will be placed.
Startstack · integrations · web3
Works with
Compatible terminals, exchange APIs, and research tools; USDT settlement supported. Logos mean compatibility — not endorsements or custody.
Marks indicate technical compatibility, research tooling, or optional delivery paths. All trademarks belong to their owners. No equity or exclusive agency is implied unless separately disclosed in writing.
Strategies discovered & verified by our system
No need to write or validate strategies yourself — our servers forge new ones around the clock, and only gate-passing strategies hit the shelf.
Auto-discovery
Multiple algorithms rotate 24/7 across gold, bitcoin and timeframes; new strategies keep landing, deduped to keep the best.
Auto-verification
Every shelved strategy passes holdout robustness, Walk-Forward and Monte-Carlo gates — only then it is marked “checked”. All results are historical backtests / simulations, not live, and do not predict future returns.
One-click delivery
Pick one → backtest it a few times (switch timeframe / length) → download the MT5 strategy pack when satisfied.
Many modules. One complete OS.
Use each feature alone or follow the suggested path. We build research tools — we do not trade for you or hold your funds.
EasyQuant · main path
Not a “winning formula” — a way to see the tablecloth
Markets punish participants without tools and statistical literacy — information asymmetry is the harvest. We turn institutional overfitting tests, cost rails, and risk gates into visual evidence so ordinary researchers can use serious methods instead of being sold a curve. No return promises · not investment advice.
Three stories that travel
Overfit blocked · pipeline earned · export delivered. Demo-ready — no return promises, only glass-box proof.
Pretty in-sample still fails honesty
Real gold dual-MA backtest: negative return & low Sharpe shown as-is. Grey stages = untested, never painted deployable.
Open demo backtest →Red/green is earned, not clicked
Fixed pipeline order: signal health → defense → WF → Monte Carlo… Skip = research override, not deployable.
See validation pipeline →Factory delivers, you execute
Forge only shows in-sample profitable candidates; export MT5/crypto packs after gates. Keys stay with you.
Open System Forge →A complete strategy research loop
From discovery to honest backtests to overfitting filters — fully verifiable.
Multi-algorithm strategy search
Genetic search, rule search, reinforcement learning, and more. Compare methods on the same market. Jobs run in the background with live progress.
- 10+ methods — not a single black box
- Live progress & equity curves
- Factor style packs + templates / features
Backtests that cannot peek ahead
Advances one bar at a time. Returns, Sharpe, drawdown, and trades are computed for real — no future data leaks.
- Bar by bar · no peeking ahead
- Batch retests · jobs isolated
- In/out-of-sample · walk-forward · Monte Carlo
Overfitting statistical tests
Statistical overfitting checks on every strategy. Untrustworthy ones are flagged red — high backtest return ≠ reliable.
- Overfitting & significance checks
- Red-flag untrustworthy strategies
- Paper follow-through (not live)
Technical foundation
Results earn trust because the architecture refuses self-deception.
Look-ahead-free engine
Time advances bar by bar. At any moment only past and present are visible — no predicting the past with the future.
Multi-algorithm discovery
Multiple search methods side by side. The same validation rules apply — switching methods does not switch standards.
Overfitting statistical tests
Picking the best of many trials inflates luck — we discount that. Making money and being trustworthy are different questions.
Async job queue
Heavy work runs in the background queue with live progress. Closing the browser does not stop the job.
Signal health checks
Empty shells and always-on signals are filtered. Only strategies with real logic enter the library.
XAUUSD / MT5 data
Built-in data, file upload, and optional local MT5 quotes. Near-real-time charts; live orders stay on your terminal — we do not custody funds.
We flag overfit strategies in red
Black-box EAs paint every curve as “stable profit.” We do the opposite — fail DSR and it is red. Below is the live pass/fail of the full library.
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Three memberships · one OS
Free · Premium · Diamond. Daily quotas. Strategies are generated here; live trading stays on your accounts.
Free Member
- Linear-GP + GA · 15 discoveries / day
- 50 backtests / day · validation
- Paper · live prerun shelf · direction preview
- All engines & export packs need a paid plan
Premium Member
- All algorithms · 100 discoveries / day
- 1000 backtests · portfolio & lifecycle
- MT5 EA · crypto packs (no-model strategies)
- Decay monitor · all Free features
Diamond Member
- Everything in Premium + higher limits
- Full packs for strategies with model files
- Local live limits · auto kill-switch
- Legal consent · no custody
Prices in USD. Upgrade with USDT. Research tools do not promise returns; live keys and capital stay with you.
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