Windows · No programming required

Discover. Test. Validate.
Then trade with evidence.

AniQuant is a professional quantitative research lab for Windows: strategy generation, survivorship-free US stock backtesting, walk-forward, Monte Carlo and AI-assisted analysis — with the skepticism built in.

⬇ Download — 30-day free trial Explore the platform
🪟 Windows 10/11 · 64-bit 🎁 30-day full-featured trial 💳 No credit card required 🔒 Signed installer
From raw data to a validated strategy
Market data
NQ · 90 min — 8M bars
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Search
combinations explored
Backtest
CPU + GPU engine
Validation
the hard part
✓ Walk-Forward✓ Monte Carlo✓ Out-of-Sample✓ PBO/DSR✓ Survival
91AQ Confidence
Scroll to research
Walk-Forward·Monte Carlo·Survivorship-free·GPU Engine·12 Legendary Strategies·Genetic Search·Position Sizing·AI Analysis·Walk-Forward·Monte Carlo·Survivorship-free·GPU Engine·12 Legendary Strategies·Genetic Search·Position Sizing·AI Analysis·
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US stocks incl. delisted — survivorship-free
GPU
OpenCL-accelerated parameter sweeps
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legendary strategies in one honest arena
0
lines of code needed
The AniQuant philosophy

A backtest is easy.
Trust is earned.

Most tools stop when the equity curve looks good. AniQuant begins there. Delisted stocks stay in the data, costs and slippage stay on the table, benchmarks are labeled honestly — and when a legendary strategy loses in our arena, we show it losing. Evidence over marketing. That is the whole product.

01 / Discover & build

An entire quantitative laboratory

Every module feeds the next: what the generator finds, the validators try to destroy. Only what survives earns your attention.

🧬

AQ Genesis

Autonomous strategy research: from a symbol and timeframe to a basket of robust candidates — confidence first, profit second. The whole pipeline, unattended.

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⚛️

Atomic Edge Scanner

Thousands of single conditions swept to find real statistical edges — before building anything on top.

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⚙️

Strategy Lab

Exhaustive, random and genetic search with a CPU + GPU engine. Millions of variants, ranked honestly.

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⚔️

AQ Legends

Minervini, O'Neil, Darvas, Livermore, the Turtles and more — 12 legendary methodologies dueling on the same survivorship-free arena, with an AI referee. Nobody else has this.

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📈

US Stocks

The full NYSE/Nasdaq universe including delisted companies, with real money management.

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🛡️

Robustness Suite

Walk-Forward, Monte Carlo, PBO/DSR, Survival — the machinery that separates edge from luck.

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💰

Capital & Risk

Seven sizing methods and Monte Carlo of ruin — surviving beats optimizing the past.

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🤖

AI Analysis

Claude-powered reports that read your backtests like a skeptical quant.

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🧺

Portfolio & Edge Health

Low-correlation baskets and live edge-decay monitoring — know when an edge has died.

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02 / Break it

Try to destroy your own strategy.

Robustness is not a badge AniQuant adds at the end. It is the center of the research process.

🚶

Walk-Forward

True per-window re-optimization through decades — would you have found it in time?

🎲

Monte Carlo

Thousands of alternate paths of your own trades — the drawdown you should actually expect.

🧮

PBO / DSR

The probability that your best variant is a mirage of the sweep, measured before it costs money.

◇

Out-of-Sample

Unseen data reserved from the start — the strategy must earn the right to survive.

🏥

Survival Test

Six phases of stress into one 0–100 score: how much abuse can the edge absorb?

🌍

Cross-Market

Does the edge generalize beyond one symbol — or was it one lucky market?

⏱️

Multi-Timeframe

Re-test across N timeframes in one grid — does the edge live only in one clock?

🤖

AI Review

A skeptical reading of fragility, contradictions and the strongest pieces of evidence.

03 / Validate

Evidence becomes confidence.

AQ Confidence distills the full research process into one interpretable score — while keeping every underlying test visible. No black box. No magic number without context.

Below 50, walk away. Above 90, you finally know why you trust it.

AQ CONFIDENCE91EXCELLENT
Data

Serious data, honestly licensed

Import your TradeStation exports, connect your own data subscriptions, or use the built-in US stock universe — thousands of companies including the ones that went bankrupt. Because a backtest without the losers is fiction.

🗂️

Bring your own data

TradeStation CSV, Norgate exports, generic CSV — converted to a fast binary format built for millions of bars.

💀

Survivorship-free universe

US stocks with delisted companies included: Lehman, Enron and every story the survivors would rather forget.

🔬

Data quality control

Automatic detection of broken series, recycled tickers and reverse-split artifacts — flagged, never hidden.

In action

See it working

AniQuant Strategy Lab — ranked strategy sweep
Strategy discovery
Millions of variants ranked in the Strategy Lab.
AniQuant Walk-Forward analysis — windows and AQ WF Score
Robustness testing
Walk-Forward windows and stitched OOS equity.
AQ Legends — legendary strategies dueling on one arena
The Legends duel
Twelve methodologies on one honest arena.
AniQuant Sizing Lab — position sizing methods compared
Position sizing
Seven methods, ruin analysis, human language.

Screenshots from the Spanish edition — the English UI is on its way.

Try the full platform for 30 days

Every module, no credit card, no cut-down edition. If the evidence convinces you, buy a license.

⬇ Download AniQuant