CoD Spawn Prediction

Spawn behavior analysis from CDL broadcasts using computer vision and machine learning

73.6%
Accuracy
90.1%
Top-3
109k
Events
9
Maps

Explore Maps

Click any map to see detailed spawn analysis

Colossus spawn analysis
Full Analysis

Colossus

42,241 spawns26 points73.6%
Den spawn analysis
Full Analysis

Den

15,413 spawns16 points72.8%
Exposure spawn analysis
Full Analysis

Exposure

8,469 spawns5 points78.2%
Scar spawn analysis
Full Analysis

Scar

3,443 spawns3 points75.4%

More Maps (Limited Data)

Coming Soon
Limited Data

Raid

770 spawns6 points
Coming Soon
Limited Data

Blackheart

369 spawns6 points
Coming Soon
Limited Data

Nuketown

268 spawns6 points
Coming Soon
Limited Data

Cortex

173 spawns6 points
Coming Soon
Limited Data

Standoff

162 spawns6 points

Key Findings

91.7%

Exposure P5 spawns to a single point—near-deterministic behavior

76

Discrete spawn points identified across 9 competitive maps

18x

Improvement over random baseline (73.6% vs ~4%)

Read the methodology→