Prediction Accuracy

How We Increased Our Stock Pattern Detection Accuracy from 51% to 65%

A summary of our journey to improve prediction accuracy, including results. This story explains the learnings we collected and how we levered this to improve the prediction quality of our solution.

Jan 16, 2026 11 min read
Prediction Accuracy

Why “Textbook Perfect” Stock Patterns Underperform (And What Actually Works)

Here we shared significant learnings about improving the prediction accuracy of the system, including examples.

Jan 06, 2026 11 min read
Prediction Accuracy

Beyond Pattern Detection

We are discussing the various steps we took to embark on our prediction quality journey. We are starting out discussing targets and conclude with various engineering efforts we undertook to enable a significantly different approach to quality.

Dec 18, 2025 9 min read
Prediction Accuracy

6 Things We Learned from 24,603 NYSE Breakouts

Learn some interesting facts what breakout have in common, understand why we focus on two-week performance and many other tidbits.

Dec 06, 2025 6 min read
Prediction Accuracy

November’s Biggest Stock Winners: What We Caught, What We Missed, and Why

We took a critical look at November Performance and shared our learnings in this article.

Dec 03, 2025 7 min read
Stock Patterns

Ascending Triangle: Our Highest Win-Rate Pattern (And How We Detect It)

We are taking a closer look at the Ascending Triangle pattern and discuss how we customized it to be of high predictive value.

Nov 26, 2025 11 min read
Stock Patterns

Volatility Compression: Our Most Reliable Pattern (And How We Detect It)

We are discussing our most predictable pattern at the time - Volatility Compression. We are providing some real-life example of scenarios where we detected the pattern.

Nov 21, 2025 11 min read