🏈 Drive Simulator
Predict drive outcomes and simulate games using machine learning models trained on historical drive data.
📊 Browse Drives
Explore historical drives by season, game, team, or result type.
71233 drives available
🔧 Extract Drives
Extract drive records from PlayByPlay data. Required before training models.
Data processing
🧪 Build Drive Data V2
Rebuild drive data with V2 segmentation and validation outputs.
Validation ready
🤖 Train Models
Train drive prediction models on historical data. Models predict result, time, and end position.
Ready to train
📸 Extract Snapshots
Extract per-play drive snapshots for advanced model training (>= 500k snapshots).
Advanced
🎯 Train Snapshot Model
Train LightGBM model on drive snapshots for per-play outcome prediction.
Advanced ML
🔄 Auto Training Loop
Automated continuous training with AI agent improvements. Runs iteratively until targets met.
Long-running
🎮 Run Simulation
Simulate games using trained drive models. See how teams match up drive-by-drive.
Interactive sim
Drive Statistics
27294
PUNT
15167
TD
10011
FIELD_GOAL
4697
INTERCEPTION
3127
TURNOVER_ON_DOWN
2833
END_OF_GAME
2800
FUMBLE_LOST
2384
TURNOVER
1631
MISSED_FG
1064
END_OF_HALF
176
SAFETY
49
UNKNOWN
Recent Drives
| Game | Drive | Offense | Result | Plays | Yards | Time |
|---|---|---|---|---|---|---|
| 20250126... | #17 | KC | END_OF_GAME | 7 | 29 | 94s |
| 20250126... | #16 | BUF | TURNOVER_ON_DOWN | 7 | 17 | 93s |
| 20250126... | #15 | KC | FIELD_GOAL | 8 | 51 | 154s |
| 20250126... | #14 | BUF | TD | 9 | 70 | 234s |
| 20250126... | #13 | KC | TD | 5 | 59 | 155s |
| 20250126... | #12 | BUF | TURNOVER | 8 | 28 | 215s |
| 20250126... | #11 | KC | PUNT | 5 | 5 | 49s |
| 20250126... | #10 | BUF | TD | 12 | 80 | 420s |
| 20250126... | #9 | KC | PUNT | 11 | 33 | 310s |
| 20250126... | #8 | BUF | TD | 8 | 73 | 79s |