All-Time Champions
Based on Long-Term Frequency
How it Works
While short-term trends change, some numbers have historically dominated across years of data. The All-Time Champions strategy analyzes every draw ever recorded, identifying numbers that have consistently outperformed. If the lottery has any persistent biases—whether from ball manufacturing, machine mechanics, or pure chance—this strategy finds them.
The All-Time Frequency Score
Where TotalCount(n) is how many times n has appeared in ALL draws, normalized by the highest count.
Long-Term Frequency analysis ignores recency and focuses on cumulative performance.
The Process:
1. Analyze the complete historical database (all draws ever) 2. Count total appearances for each number 3. Normalize: Score = Count / MaxCount
Example from real data:
- If Ball 11 appeared 143 times (most frequent) - And Ball 45 appeared 127 times - Scores: 11 = 1.0, 45 = 0.89
Why this matters:
- Lottery systems undergo testing but aren't perfect - Tiny manufacturing variations can create slight biases - Over thousands of draws, even 0.1% bias becomes visible
Important caveat:
Balls are periodically replaced, and machines are maintained. Historical patterns may not persist indefinitely.
Advantages
- Maximum sample size for statistical significance
- Can detect long-term biases
- Simple and transparent methodology
- Not affected by short-term noise
Considerations
- Equipment changes may invalidate old data
- Slow to adapt to recent changes
- Past dominance may be random variance
- Ignores recent momentum and patterns
Visualization: Bar Chart
Interactive chart visualization coming soon
Use this Strategy in The Lab
Configure weights and generate predictions with All-Time Champions