Pattern-Matching Engine AI

AI Price Projection

Historical pattern-matching identifies the most similar past periods and projects bull/bear scenarios with probability weights.

Active Symbol
BTCUSDT
Current selection
Matches Found
—
Historical periods
Avg Correlation
—
Best Outcome
—
Top matched period
How It Works
1
Pattern Fingerprint
Takes the last N days of price action and converts it into a normalized return signature.
2
Historical Scan
Slides the same-length window across all available history, measuring Pearson correlation at each position.
3
Match Selection
Keeps the top 10 most correlated periods (minimum 0.35 correlation) and extracts what happened next.
4
Scenario Paths
Averages bullish and bearish outcomes separately to build projected price paths with probability weights.
Click to browse · Type to search · 400+ Binance USDT pairs
30d120d
7d90d
First run for a new symbol may take a few seconds while historical data is fetched
Bull Probability
—
Upward scenario
Robustness
— — — — —
Bear Probability
—
Downward scenario
Projected Paths

Price Projection

Averaged trajectories of historically similar periods

Bull Path Historical Bear Path

Configure the controls above and click Run Projection to see historical pattern matches and projected price paths.

Historical Pattern Matches

Top Correlated Periods

Period Start Period End Correlation Outcome Direction

Run a projection to see matched historical periods
Understanding Results
Probabilities

The percentage of top matching periods that resulted in a bullish vs bearish outcome over the projection horizon. Higher probability with more matches = stronger signal.

Robustness (1-5 Stars)

Combines match count and average correlation strength. 4-5 stars with 8+ matches at high correlation means the pattern is historically reliable.

Projected Paths

The green (bull) and red (bear) dashed lines show the averaged price trajectory of historical matches. They represent what happened after similar patterns in the past.

Disclaimer: Pattern matching is a statistical tool, not a prediction. Past performance does not guarantee future results. Always combine with other analysis and proper risk management.