Academic Research → Actionable Trading Signals

Stop guessing.
Trade research-backed
signals.

We read the peer-reviewed academic papers so you don't have to — and turn them into clear, actionable signals across the entire S&P 500 plus 45+ ETFs. Every signal traceable to a published study. No gut feeling. No black boxes.

20+
Strategies
549
Instruments
On waitlist
100%
Peer-reviewed sources

Research distilled into a signal

Each instrument receives signals from multiple independent strategies — updated regularly. No interpretation needed.

Example signal output — illustrative
Instrument TSMOM W52HIGH LOWVOL MA_CROSS XGBoost ML +15 more →
GLDSPDR Gold Shares ▲ LONG ▲ LONG NEUTRAL Upgrade Upgrade Upgrade
SPYSPDR S&P 500 ETF ▲ LONG ▲ LONG ▲ LONG Upgrade Upgrade Upgrade
UUPUSD Index Bullish ▼ SHORT ▼ SHORT NEUTRAL Upgrade Upgrade Upgrade
XLKTechnology Sector ▲ LONG ▲ LONG ▲ LONG
HYGHigh Yield Bond ETF ▲ LONG NEUTRAL ▲ LONG
Quant plan sees all 20+ strategies · Researcher plan includes 5 core strategies SEE PLANS →
Sample data for illustration. Signals are for informational and educational purposes only. Not investment advice.

From research to signal

Most signal services start with an idea. We start with a published, peer-reviewed paper — then implement, backtest, and deliver. Nothing invented, nothing hidden.

01 / RESEARCH
Peer-reviewed source

Each strategy is sourced from a published academic paper — journals like JFE, Journal of Finance, RFS. Example: Moskowitz, Ooi & Pedersen (2012) — Time Series Momentum. 20+ papers implemented.

02 / IMPLEMENTATION
Faithful replication

We implement the exact methodology from each paper — parameters, lookback windows, position sizing, universe. No cherry-picking. Each strategy is independently backtested from 2010.

03 / SIGNAL
Regular delivery

Signals are generated on the last trading day of each month (daily and weekly for some strategies). You receive direction, position size, hit rate, and strategy reference — by email and on the dashboard.

Verified, reproducible performance

Out-of-sample backtests across 549 instruments. R2S Core flagship portfolio beats SPY in Sharpe ratio — two-stage optimised with modern portfolio theory (Markowitz + Ledoit-Wolf shrinkage).

0.86
R2S Core Sharpe (SPY 0.77)
11.4%
Core Max Drawdown (SPY 24%)
1.84
Best Single Strategy Sharpe (BREAKOUT)
20+
Strategies Backtested

What powers the signals

20+ strategies spanning classical quantitative finance and machine learning — momentum, mean reversion, risk parity, factor models, XGBoost and LSTM neural nets.

Time-Series Momentum

Signal direction determined by cumulative return with skip-month. Volatility scaling at instrument and portfolio level. Captures trend across all asset classes.

→ Moskowitz, Ooi & Pedersen (2012), JFE — with Moreira & Muir (2017) vol overlay
Breakout & 52-Week High

Instruments near their 52-week high or breaking out of N-day ranges receive long signals. The anchoring-bias and extrapolation effects: investors under-react when prices approach new highs.

→ George & Hwang (2004), JF · Faber (2007)
Risk Parity & Low Volatility

Asset weights inversely proportional to volatility (Asness et al. 2012). Low-vol cross-section (Baker et al. 2011). Both power the R2S Defensive flagship portfolio.

→ Asness, Frazzini & Pedersen (2012) · Baker, Bradley & Wurgler (2011)
Consensus Signals

Each instrument receives signals from multiple independent strategies. Consensus is computed as weighted voting (weights = Sharpe ratios). Stronger consensus = higher conviction.

→ Proprietary ensemble methodology

Simple, transparent pricing

Start free and explore. Upgrade when the research convinces you. Cancel anytime — no questions asked.

Monthly Annual SAVE ~25%
FREE
Starter
0/mo
 

See the platform, browse performance data, and understand the methodology — before spending a cent.

  • Full dashboard — read only
  • Performance history for all strategies
  • Best Performers page
  • Live signal values
  • Email notifications
  • Strategy methodology docs
EXPLORE FREE →
ADVANCED
Quant
49/mo
 

Everything in Researcher plus our three flagship portfolios — ready-made, Sharpe-beats-SPY allocations.

  • 3 R2S flagship portfolios (Core · Trend · Defensive)
  • All 20+ strategies
  • Everything in Researcher
  • Custom price alerts
  • Raw signal data (CSV/JSON)
  • Priority support
  • Early access to new strategies
GET QUANT →

Common questions

How often are signals updated?

Most strategies generate signals monthly (last trading day). Some strategies — W52HIGH and MA_CROSS — update weekly. Daily signals are available for short-term strategies. You receive email notification as soon as new signals are ready.

Do I need to understand quantitative finance?

No. That's the point. R2S does the heavy lifting — we source the academic papers, implement the strategies, and deliver clear signals. You get direction (LONG/SHORT), position size, and the research backing. No formulas required.

How is R2S different from TradingView alerts or Discord signal groups?

TradingView alerts are technical indicators you configure yourself — they reflect your own guesswork. Discord signal groups are based on someone's gut feeling or undisclosed methodology. R2S signals are based exclusively on peer-reviewed academic research — independently published, verified by scientists, and backtested transparently. Every signal has a paper citation.

Is this investment advice?

No. R2S provides informational research signals for educational purposes only. We are not a licensed investment advisor. Signals should not be used as the sole basis for investment decisions. Always consult a qualified financial advisor before trading.

What minimum capital do I need?

Signals are expressed as direction (LONG/SHORT) and position size multiplier. You can apply them to any portfolio size. Practically, a portfolio of €10,000+ allows meaningful diversification across multiple instruments.

What if a signal loses money?

No strategy wins 100% of the time. We show hit rates per strategy and instrument (e.g. TSMOM on SPY: 66% hit rate over 16 years). Past performance does not guarantee future results. Diversifying across multiple strategies reduces single-strategy risk.

Can I cancel anytime?

Yes. No contracts, no commitments. Cancel directly from your account at any time. Annual plans are refunded pro-rata for unused months within 14 days (EU consumer right).

Become a founding member

R2S launches soon. Founding members get 30% off their first month + first access + locked-in launch price. Limited to 50 spots. No credit card required to join the list — your unique promo code arrives in your welcome email.

No spam. No credit card. You'll be the first to know when we launch.