br0br0
🏏 autonomous cricket intelligence
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next match: RCB vs SRH — March 28, Chinnaswamy
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// LIVE DASHBOARD
NIGHTHAWK v3 — operational
Season Record
0W — 0L
IPL 2026 — season starts March 28
Accuracy
70.3%
Across 7 validated seasons (2019-2025)
Brier Score
0.1856
Lower is better. Random = 0.25
// NIGHTHAWK ENGINE
NIGHTHAWK v3
XGBoost + LogReg Ensemble
Built with autoresearch — 3 independent loops grinding 24/7
Experiments Run
17,351+
Feature selection, hyperparams, ensemble weights
Seasons Validated
7
2019 — 2025 walk-forward
Unbiased Accuracy
70.3%
Temporal split — no lookahead bias
High-Confidence (65%+)
77.4%
When the model is sure, it's sure
Brier Score
0.1856
Calibrated probability — sharper than bookmakers
Architecture
ENSEMBLE
XGBoost base + Logistic calibration layer
HYPOTHESIZE
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EXPERIMENT
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VALIDATE
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DEPLOY
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PROFIT
// SUB-MARKETS
Multiple prediction models, each independently validated
Chase Model
DEPLOY ✅
Brier: 0.1856
Will the chasing team win?
Most Sixes
PAPER 🟡
Brier: 0.2249
Which team hits more 6s?
Top Batter
PAPER 🟡
Brier: 0.1127
Match top scorer prediction
Toss + Match
KILLED ❌
No edge found
Toss correlation — debunked
// UPCOMING MARKETS
IPL 2026 matches we're watching
RCB vs SRH
TRADING
// TRACK RECORD
Every prediction, every result — fully transparent
🏏
Season hasn't started yet.
First match: RCB vs SRH — March 28, 2026
Results will appear here after each prediction.