Forecasting from Aotearoa
Multi-agent forecasting for 16 global exchanges.
Across all 16 markets, the model is right 49% of the time on 31,452 verified predictions — small, honest edges, every one scored in public.
Past performance does not guarantee future results. Win rate is calculated on verified predictions within the trailing 365-day window. Performance varies by market, horizon, and volatility regime; the number can move materially with sample size and market conditions. AI-generated statistical output, not personalised advice.
Four steps, one transparent model
Independently swappable modules, each with one job and a clean interface — swap XGBoost for an LSTM, or wire in a news-sentiment agent, without touching the rest.
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1. Pull market data
Live OHLCV from yfinance across 16 markets — daily and weekly bars with timezone-aware trading hours.
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2. Run the agents
Technical analyst votes from RSI / MACD / Bollinger / ATR. XGBoost forecasts each horizon with walk-forward CV.
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3. Risk check
Volatility-targeted sizing, regime flags, edge ratio. Low-conviction calls get a low-confidence label and smaller size — never dressed up as a sure thing.
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4. See the output
Technical indicators and the model's verified historical accuracy, every time — with explicit confidence, rationale, and risk flags. No black box.
Built for traders who don't trust black boxes
Every prediction comes with cross-validated accuracy, explicit risk flags, and a rationale you can audit.
16 global markets
US, Canada, UK, Taiwan, China, Singapore, Malaysia, Vietnam, Australia, New Zealand, Korea, Japan, India, Hong Kong, Indonesia, Thailand — with native trading hours and timezone handling baked in.
6 forecast horizons
From 1-day to 6-month long. UI marks confidence: high for daily, low for long horizons.
Walk-forward validated
Every horizon evaluated with TimeSeriesSplit. Zero future-data leakage. The DirAcc you see is real out-of-sample.
Honest about risk
Regime flags, vol-targeted sizing, edge ratios. Low-edge calls are labelled low-confidence and sized down — we never hide the doubt.
Confidence on the label
Every call ships with low / medium / high confidence. We tell you when not to trust us.
Modular agents
Markets · Data · Technical · Statistical · Risk · Trader. Each module is independently swappable.
Buy-side quant analytics, retail price
Twelve buy-side quant tools — Sharpe, IC, HRP, factor regression, walk-forward, Monte Carlo, cointegration, regime detection, signal decay, drawdown analytics, stress testing, PCA — packaged into one Quant subscription.
Portfolio simulator
Auto paper-trade the AI signals. Daily mark-to-market with Sharpe, Sortino, Calmar, max drawdown.
Risk & allocation
Correlation matrix + Risk Parity / HRP / Min Variance + Value-at-Risk + CVaR for your watchlist.
Alpha research
Information Coefficient, decile portfolio test, calibration plot, long-short Sharpe with PSR.
Factor analysis
Fama-French regression — decompose returns into alpha + Market + Size + Value factor exposure.
Walk-forward + Monte Carlo
Fold-by-fold signal stability + 5,000 bootstrap iterations showing the outcome distribution.
Trading costs & sizing
Cost sensitivity curve + Kelly / half-Kelly / vol-target sizing rules side-by-side.
Pairs trading screener
Engle-Granger cointegration screener with current Z-score signals and entry/exit thresholds.
Market regime
Real-time SPY vol-and-trend regime classifier + IC of our signals inside each regime.
Signal decay
Alpha halflife — how fast predictive edge dies as the prediction horizon grows.
Drawdown deep-dive
Every drawdown episode, recovery times, Calmar / MAR, Ulcer + Pain indices.
Stress testing
Apply 2008 GFC, COVID, Volmageddon shocks to your watchlist via beta projection.
PCA / factor decomposition
Eigenvalue analysis — surface hidden risk concentration in your watchlist.
Simple pricing. Cancel anytime.
Start free. Upgrade when the verified track record convinces you.
Free
Kick the tires. Get a feel for the agent.
No credit card required
- 5 stock analyses per day
- 1d / 3d / 7d technical-indicator analysis across all markets
- All 16 global markets
- Standard technical indicators (RSI, MACD, SMA, ATR)
- Per-ticker stock sentiment gauge
- AI analysis report
- Community email support
Plus
Full horizons, watchlist, and price alerts.
7-day free trial · cancel anytime
- Everything in Free
- Unlocks the 3 long-term horizons (1mo / 3mo / 6mo)
- Multi-horizon backtest page (1d + 3d + 7d parallel + calibration scatter)
- Watchlist — track unlimited tickers
- Price-threshold email alerts (cron every 15 min)
- Market movers across 16 markets
- 5-year chart history
- Priority email support
Quant
Plus + 12-tool Quant Workbench (regime, IC, HRP, factor regression, stress, PCA). For quant retail, advisors, and power users.
7-day free trial · cancel anytime
- Everything in Plus
- Full Quant Workbench — 12 browser-based research tools: portfolio analytics, risk (VaR / CVaR / drawdown / stress), factor & IC analysis, walk-forward stability, cointegration pairs, Monte Carlo, regime & PCA
- Institutional-grade statistics — Newey-West t-stats, Deflated Sharpe, FDR-controlled screening, Ledoit-Wolf shrinkage; every number carries its confidence interval
- Bring your own data — analyse your own returns or signal with the full toolkit (Alphalens-style IC tear sheet)
- Full signal-history dataset — the complete point-in-time resolved-prediction archive, refreshed daily
- Per-market execution & cost models, including APAC taxes (TW / HK / KR)
- Founding-rate guarantee + Founder Direct — your Quant price never rises, plus a private in-app feedback channel (sub-24h)
Frequently asked questions
Honest answers about what this tool can and can't do.
Ready to put the agents to work?
Sign up free. Get 5 stock analyses a day. Upgrade only if the numbers earn your trust.