Scratch tools 2.0
Tools
10 ready
Tool
Player comparison
2–4 players side-by-side. SG radar, percentiles, recent form, AI verdict on who has the edge.
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Tool
Course fit
Adjust the SG weight mix (OTT / APP / ARG / PUTT) and instantly re-rank the field for a custom course profile.
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Betting value finder
Model fair odds vs every book (bet365, DraftKings, FanDuel, Pinnacle, etc.). Surfaces the biggest model edges across markets.
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SG query
Aggregate per-player SG averages over each player's last N rounds. Filter by tour, threshold each category, sort, and export to CSV.
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Model backtest
Has the model actually been right? Calibration buckets across the archived events, favorite ROI vs. bet365 closing prices, top-10 hit rate.
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Fantasy projections
DraftKings + FanDuel projected fantasy points for the field, derived from the model’s finish probabilities. Toggle DK / FD scoring; sort to find the highest projected scorers.
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Similar player finder
Search any player, see their 10 nearest neighbours by 4-D SG skill vector. Built on the same kNN that powers the Similar Players strip on player profiles.
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Course cluster map
Every course we have historical rounds for, plotted by field-avg SG vs round variance. Color-coded by archetype where seeded. Hover for the course name; click into the profile.
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Matchup simulator
10,000-trial Monte Carlo between any two players over 1–8 rounds. Outputs head-to-head win prob plus margin percentiles (P10/P50/P90).
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What-if conditions
Slider-driven re-ranking of the current field. Push wind, firmness, and cut depth around to see who climbs and who fades. Linear re-scoring, not a full sim — quick intuition tool.
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