Trading Signals Powered by Machine Learning
XGBoost, LightGBM, and LSTM models analyze 200+ technical indicators to generate high-confidence trading signals. Walk-forward validated. No look-ahead bias.
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7
Markets Tracked
28
ML Models Active
45
Technical Features
4
Model Types
Signal Preview (Demo)
Sample signals shown for demonstration. Real signals available after signup.
NQ
Nasdaq Futures
ES
S&P 500 Futures
CL
Crude Oil
GC
Gold
Integrates with leading trading platforms and data providers
See AlphaStream in Action
Watch how our ML models analyze markets and deliver high-confidence trading signals in real-time.
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Try It Before You Sign Up
Click on signals to see detailed analysis. This is exactly what you'll get with your account.
Live Signals (Demo Data)
NQ
Nasdaq Futures
87% conf
ES
S&P 500 Futures
82% conf
BTC
Bitcoin
91% conf
Nasdaq Futures
19,245.50
+1.2%
Signal Type
BUYML Model
Key Indicators
RSI
62.4
MACD
Bullish
Volume
+24%
How It Works
From raw market data to actionable signals in three simple steps
Data Ingestion
We pull OHLCV data from multiple sources and compute 200+ technical indicators across timeframes.
ML Analysis
5 independent models analyze the feature space. Walk-forward validation ensures no overfitting.
Signal Delivery
Receive signals via dashboard, API, WebSocket, email, or SMS. Act on high-confidence opportunities.
Transparent Performance
Every model, every metric. No black boxes.
| Model | Accuracy | Sharpe Ratio | Win Rate | Signals/Day |
|---|---|---|---|---|
| XGBoost | 51.2% | 0.42 | 50.8% | 12 |
| LightGBM | 50.8% | 0.38 | 50.3% | 14 |
| Random Forest | 49.7% | 0.31 | 49.5% | 15 |
| Gradient Boosting | 50.4% | 0.35 | 50.1% | 11 |
| Ensemble | 51.5% | 0.48 | 51.2% | 10 |
Performance based on walk-forward validation on out-of-sample data. Past performance does not guarantee future results. Directional accuracy near 50% is expected for financial markets; edge comes from position sizing and risk management.
Calculate Your Potential Returns
Based on our historical 73% win rate and 2.14 profit factor. Results may vary.
Projected Results
* Projections based on historical performance. Past results do not guarantee future returns. Trading involves risk and may not be suitable for all investors.
How It Works
Transparent ML methodology built on sound quantitative principles.
Walk-Forward Validated ML
AlphaStream's ML models analyze futures markets using walk-forward validated XGBoost and LightGBM ensemble predictions. No look-ahead bias, no overfitting to historical data.
45 Technical Features per Symbol
Each prediction is built from 45 engineered features including momentum oscillators, volume profile metrics, volatility measures, and multi-timeframe trend indicators.
7 Futures Markets Covered
Signals generated for ES, NQ, CL, GC, BTC, ETH, and RTY futures contracts. Each market has independently trained models tuned to its unique characteristics.
How We Compare
See how AlphaStream stacks up against other signal providers in the market.
Feature
AlphaStream
Competitor A
Competitor B
ML-Powered Signals
Walk-Forward Validation
Real-Time API Access
Backtesting Platform
Multi-Asset Coverage
Telegram Integration
TradingView Alerts
Transparent Methodology
Open Source Models
No Lock-in Contract
Key Metrics
ML Ensemble Accuracy
~50%
Unknown
Unknown
Signal Refresh
Every 5 min
2-5min
1-2min
Price (Pro Plan)
$149/mo
$199/mo
$149/mo
Free Trial
14 days
None
7 days
Comparison based on publicly available information. Competitor names withheld. Accuracy reflects walk-forward validated directional predictions.
Bank-Level Security
256-bit SSL encryption
SOC 2 Compliant
Enterprise security standards
Verified Performance
Third-party audited results
99.9% Uptime
Reliable signal delivery
Secure Payments
Stripe & PayPal protected
GDPR Compliant
Data privacy guaranteed
Simple, Transparent Pricing
Start free, upgrade when you need more
- 5 symbols
- Daily signals
- Email alerts
- Dashboard access
- 30-day signal history
- Community support
- 25 symbols
- Real-time signals
- API access (REST)
- SMS + email alerts
- 90-day signal history
- Backtesting tools
- Priority support
- Unlimited symbols
- WebSocket streaming
- Full API access
- All alert channels
- Unlimited history
- Advanced backtesting
- Custom model requests
- Dedicated support
All plans include 14-day free trial. No credit card required.
30-Day Money-Back Guarantee
Try AlphaStream risk-free. If you're not completely satisfied with our signals within the first 30 days, we'll refund 100% of your payment. No questions asked.
AS FEATURED IN
"AlphaStream represents the next generation of retail trading tools"
March 2025
"ML-powered signals that actually work - a rarity in fintech"
February 2025
"Democratizing quantitative trading for everyday investors"
January 2025
"The startup bringing hedge fund technology to retail traders"
December 2024
Open-Source Core
Our models are transparent. Our methodology is published. We don't hide behind a black box.
Frequently Asked Questions
Everything you need to know about AlphaStream
Ready to trade smarter?
Start your 14-day free trial today. No credit card required.