Launching — April 15, 2026
QuantHall

Institutional-grade tools,
in your hands

QuantHall democratizes institutional quantitative analysis. ML ensemble, genetic AI agents, DCF valuation and SHAP explainability for 1,000+ global equities.

Platform launch 15 Apr 2026 Early access for waitlist users
Tournament signup 1 May 2026 Investment championship opens
Tournament start 1 Jun 2026 6 months · Sharpe ratio based

Reserve your spot now

Limited spots for early access on April 15.

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QAR+
More than 120 people already on the waitlist

Our mission

"Institutional quantitative analysis has been reserved for large funds for decades.
QuantHall exists to change that."

We have built the same analytical infrastructure used by hedge funds — machine learning models, AI agents, DCF valuation and honest backtesting — and made it accessible to any independent investor, from students to professionals.

1,021
Global equities analyzed
55
ML model features
522
Evolving AI agents
1.14
Walk-forward Sharpe ratio

The technology

Institutional analysis.
Accessible to everyone.

QuantHall covers S&P 500, STOXX 600, Nasdaq 100, Euro Stoxx 50, Dow Jones, Nikkei 225, IBEX 35 and Russell 3000 — 1,000+ equities continuously analyzed with fundamental data (SEC EDGAR), technical, macroeconomic and sector-specific signals.

Our ML ensemble combines LightGBM and XGBoost with 55 features and 22 specialized sector models. The result: a 0–100 predictive score for each stock, explained feature by feature with SHAP.

Walk-forward backtesting (no look-ahead bias) on 2018–2025 data shows an Alpha of 6.2% and Sharpe of 1.14 in a sector-neutral strategy. Real numbers, not simulated.

LightGBMXGBoostSHAP DCF EngineGemini 2.5 Flash Genetic AgentsFastAPIPostgreSQL
6.2%
Annual alpha
vs benchmark
19.6%
Sector-neutral CAGR
2018–2025
569
Active DCF
valuations
30
AI evolution
generations

Tools

What you won't find
anywhere else

Every tool has been designed for investors who want to go beyond price charts.

🧬

Genetic AI Agents

522 agent variants with Buffett, Fisher and 11 sector specialist personalities. Each agent learns, evolves and competes in fitness over 30 generations. Nothing like it exists on retail platforms.

EXCLUSIVE
🔍

SHAP Explainability

Every score comes with a SHAP breakdown showing exactly which factors — momentum, ROIC, margin, macro — are driving the prediction. You know the "why", not just the number.

EXCLUSIVE
📉

Walk-Forward Backtesting

We train a separate model per quarterly window (2018–2025) to eliminate look-ahead bias. The result is a real Sharpe of 1.14 — not inflated by future data.

EXCLUSIVE
🤖

ML Scoring Engine

Score 0–100 per stock based on LightGBM + XGBoost ensemble with 55 features and 22 specialized sector models. Daily updates with fundamental, technical and macro data.

💡

DCF Valuation Engine

569+ DCF valuations in 3 scenarios (bear/base/bull). 143 stocks currently undervalued. Calibrated with 15 sector overrides for realistic growth rates.

🌍

Global Screener (18 filters)

Filter all 1,021 stocks by ML score, sector, region, DCF valuation, momentum, fundamentals and more. CSV export included. The most comprehensive screener for global equities.

💼

Quantitative Portfolio

50 optimized positions with sector concentration control. Auto-rebalancing, quality quadrants, P&L tracking and score quintile analysis.

🏭

Sector KPIs (11 industries)

Specific metrics for each GICS sector: EV/EBITDA for industrials, CAC/LTV for tech, Combined Ratio for insurance... Compare companies with the metrics that actually matter in their sector.

🏦

Fund & ETF Analysis

ML score applied to investment funds. Risk-return ratios, benchmark analysis, class comparison. Discover which funds actually beat their index.

📡

Futures, FX & Volatility

Full dashboard of futures (equity, bonds, commodities, crypto), currencies (major, minor, EM) and volatility. Macro context integrated into equity analysis.

🌐

Global Indices with Scoring

S&P 500, STOXX 600, Nikkei, DAX, FTSE, MSCI World — with ML scoring by component. See which index stocks have the best quantitative profile at any moment.

👥

Investor Community

Share investment theses, follow top-ranked tournament players and learn from the quantitative community. Public profiles with verifiable recommendation history.

The championship

QuantHall
Championship 2026

Compete against other investors managing a virtual portfolio with full access to all QuantHall tools. Rankings are not based on who takes the most risk, but on who invests best: the main metric is the Sharpe ratio.

6 months of real competition — from June 1st to November 30, 2026 — with real-time rankings and the full platform at your disposal.

Join the tournament →
01
Join the waitlistReserve your spot now and be among the first to access
02
Platform access — April 15Start analyzing markets with AI before anyone else
03
Tournament signup — May 1Set up your virtual portfolio and learn the rules
04
Championship starts — June 16 months · Sharpe ratio as main metric · Real-time rankings
Now
Waitlist open
15 Apr
Platform launch
1 May
Tournament signups open
1 Jun
Championship starts
30 Nov
Championship ends

Launch pricing

Institutional access.
Independent investor pricing.

Available from April 15. Waitlist users get early access with guaranteed launch pricing.

Starter
€14.99
/ mo · or €11.99/mo annually
  • 250 stocks (S&P 500 core)
  • Basic screener
  • Overall ML score
  • 3 price alerts
  • 10 watchlist stocks
  • Community read-only
Join the waitlist
Most popular
Pro
€39.99
/ mo · or €31.99/mo annually
  • 1,021 stocks (full universe)
  • Advanced screener (18 filters)
  • ML scores + SHAP explainability
  • DCF valuations
  • 10 AI analyses/day
  • Portfolio analytics
  • 15 alerts · CSV export
  • Full community + tournament
Reserve Pro spot
Quant
€89.99
/ mo · or €71.99/mo annually
  • Everything in Pro
  • Autonomous portfolio rebalancing
  • Unlimited AI analyses
  • Full backtesting
  • Unlimited alerts & watchlist
  • Unlimited CSV export
  • Priority support (2h SLA)
Reserve Quant spot

All plans include a 15-day free trial at launch · No credit card required until April 15

Platform demo

See QuantHall in action

A full walkthrough of the platform — from ML scoring to walk-forward backtesting and AI agent analysis.

About us

Built by investors,
for investors.

QuantHall was born from a simple conviction: the tools that large investment funds use to analyze markets should not be an exclusive privilege of institutions.

We are a team with experience in financial technology and quantitative analysis, obsessed with building the investment platform we ourselves wanted: rigorous in data, transparent in models and accessible in price.

Every QuantHall tool has been built from scratch — without relying on third-party providers or low-quality data. Our pipeline processes SEC EDGAR, FRED, real-time market data and proprietary LLM analysis directly.

🎯

Rigor over quick gains

Walk-forward backtesting without look-ahead bias. We publish real numbers, not optimized ones.

🔓

Full transparency

SHAP explainability on every score. You will always know why the model recommends what it recommends.

🌍

Real global coverage

S&P 500 + STOXX 600 + MSCI World. Not just US stocks — the entire world in one place.

🚀

Constantly evolving

AI agents improve with each generation. The platform learns with the market, it does not stand still.

Ready?

Reserve your spot before
April 15

First on the list get early access and guaranteed launch pricing.