LSTM with attention
252-day sequence, regime-aware momentum.
The market
isn't noise.
Four neural networks read 229 tickers across 45 features each, then boil it all down to one number a day. Wall Street tooling, retail price.
Free plan needs no card. Pro is a 7-day trial.
Four networks.
One stacking ensemble.
Each model owns a forecast horizon. A meta-learner stacks their calls into a single calibrated probability, so when it says 64% the signal resolves the right way about 64% of the time.
GRU gated recurrent
Intraday bars, low-latency reads.
TCN dilated causal
Multi-scale receptive fields, regime-stable.
Transformer encoder
Self-attention, factor-aware cross-attention.
64%
calibrated probability + confidence band
Every signal, accounted for.
229
Tickers
U.S. equities scored daily by the full ensemble.
4
Architectures
LSTM, GRU, TCN, Transformer, plus a stacking meta-learner.
45
Features
Price, volume, volatility and macro-regime factors per name.
5y+
History
Tick-level data powering nightly walk-forward backtests.
Backtested the only
way that counts.
We train on a rolling window, predict the next out-of-sample period, then slide forward. No look-ahead, no peeking. Every model walk-forward backtests nightly before it ships a single live prediction.
- Walk-forward rolling train, out-of-sample test, repeat.
- Calibrated stated confidence matches realized frequency.
- Audited every weight versioned before promotion to production.
NVDA
sample output
▲ UP
5-day horizon
61% confidence
band ±3.2%
Built for everyone actually trading.
Start free, no card. Move up when the research pays for itself.
Free
$0/ forever
Explore the platform and run a few analyses a day.
- 5 AI analyses per day
- 1 year of historical data
- Core technical indicators
- Ticker search & live quotes
Pro
$19.99/ month
The full research suite for serious retail traders.
- Unlimited AI analyses
- All history, all 15+ indicators
- Per-model prediction breakdown
- Portfolio tracking + HRP optimization
- Daily AI market report & email digest
or $199.99 / year
Workspace
$49.99/ month
Shared research for a desk of up to five.
- Everything in Pro
- Up to 5 workspace members
- Team invites & seat management
- Priority support
Institutional tooling.
Without the institutional invoice.
The forecasting and risk analytics that live on six-figure desks, priced like a streaming service. Annual cost, drawn to scale.
Bloomberg Terminal
~$24,000/yr
Quant data vendors
$5k-$15k/yr
hedgewing.ai Pro
$240/yr
About 99% less than a single Bloomberg seat.
- vs Bloomberg Terminal A trading desk's reference system. We ship the forecasts and risk analytics retail traders actually use, for a 99% smaller bill.
- vs QuantConnect Code-first backtesting. We ship pre-trained ensembles that forecast out of the box, with no code to write.
- vs Seeking Alpha Crowd opinions and quant ratings. We publish calibrated model probabilities with walk-forward proof behind them.
- vs ChatGPT Great at summarizing, blind to live features. Our networks are trained to forecast prices, not describe them.
The market doesn't
wait.
A free account takes under a minute and no card. Real data, real models, today.