Observed arrival · 2026-10-25
Peakbits & Co. puts error bars on race simulation
An independent sports analytics studio builds race simulations and decision models for professional teams and clubs.
○Open
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$Paid
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✦Pretty
●Pro
◎Niche
◉Human
⚑Risk
ƒJS
- For
- Professional teams and endurance-sport clubs
- Worth noticing
- Its Tour de France example uses the real 2022 Briançon–Alpe d’Huez course but explicitly labels the riders and race parameters synthetic.
Field notes
The demo plots individual runs against a median gap and percentile bands, and also shows where the breakaway was caught or held. The studio describes its analysis as accounting for sampling error while noting that assumptions introduce additional error; that distinction is built into the example rather than left implicit.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
○OpenPublic substance visible
✦PrettyNotable craft visible
●ProPolished or operationally mature
◎NicheUnusually specific use
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