Coaching Intelligence Platform
Quantify what
is actually
making a
difference.
Alpine ski racing produces more data than any program can process. Most of it goes unused because it has nowhere to live.
Alpine Analytic gives coaching programs and performance staffs a single system — so every result is in context, every venue is understood, and every decision is backed by data.
24,000+
Athletes tracked
World Cup through FIS
17,000+
Races in database
2020 season onward
190,000+
Career records
Every start, every finish
5
Disciplines covered
SL, GS, SG, DH, AC
The Problem
There is so much going on in skiing it is hard to even know what is making a difference.
Is it the venue? The course setter? The bib draw? Recent form? An athlete running hot — or is that last win just noise? Programs are tracking all of this in separate spreadsheets, subjective coach notes, and memory. Nothing connects.
Alpine Analytic is a single system that connects athlete performance, race analysis, venue intelligence, recruiting, and predictive modeling. When it is all in one place, the signal becomes visible.
Who It's For
Built for every role in the program.
Not an athlete training app — a decision-support platform for the people running programs.
Head Coaches
Track your athletes field-relative across every race and venue. Understand who is actually improving versus who is just racing weaker fields.
Performance Directors
Compare athletes across disciplines and seasons on a level playing field. Identify patterns across the program — not just individual results.
Recruiting
Built for college programs and independent teams looking to identify talent. Scout rating combines peak level, competition quality, and trajectory in one number.
Race Analysts
Break down any race before and after. Run simulations pre-race, then review who beat their seeding and where strokes were gained or lost.
Athlete Profile
Every result, in context.
An eighth place at Kitzbuhel against 80 World Cup athletes means something fundamentally different from an eighth place at a regional FIS race. Alpine Analytic normalizes every result against the field it was run in — giving you a single comparable score across disciplines, seasons, and competition levels.
- ▸Field-normalized Z-score for every start in the database
- ▸Momentum and hot-streak tracking using exponentially weighted form
- ▸Course-by-course breakdown — which venues an athlete over or underperforms
- ▸Discipline consistency, DNF patterns, and weather performance
- ▸Full career history including DNF, DSQ, and DNS starts
Race Results
Beyond the podium.
Every World Cup race is more than three names on a podium. Understanding who outperformed their seeding, how tight the finish was across the full field, and where strokes were gained or lost is where tactical intelligence lives.
- ▸Full results with strokes gained vs. field average for every finisher
- ▸Bib vs. finish position — see who beat their seeding and who fell back
- ▸Field distribution: FIS points spread and IQR across the day
- ▸Two-run breakdown for SL and GS with run-by-run splits
- ▸Weather and course conditions logged alongside every result
Course Explorer
The mountain matters.
Steep Downhill tracks favor different athletes than short technical Slalom hills. Course setters influence outcomes. Knowing a venue's history — how it plays, who it rewards, and how its difficulty compares — is intelligence most programs don't have organized.
- ▸Venue profiles: gates, vertical, altitude, DNF rates, field quality over time
- ▸Course Similarity: find the 10 most physically similar venues to any hill
- ▸Best Courses: rank every venue by how much athletes outperform their own average
- ▸Setter Leaderboard: track what each course setter's races produce
- ▸Course Search: filter by discipline, altitude, vertical, gates, DNF rate, and more
Training Tracker
Every training run, structured and comparable.
Log on-snow sessions with full metadata — venue, discipline, gates, vertical, setter, weather, and snow conditions. Every run is captured with time, position, gap to leader, and performance versus the session median so coaches can see exactly who is skiing fast and who is improving.
- ▸Gap-to-leader chart and vs-median comparison for every run in a session
- ▸Full run table with position, time, gap, status, and coach notes
- ▸Session metadata: gate count, vertical drop, setter, weather, and snow
- ▸Athlete detail with progression charts and discipline filtering
- ▸Searchable session history across venues, disciplines, and date ranges
Recruiting Board
Identify talent before anyone else.
A big result at a weak FIS race means less than a consistent string of top-10s at EC or NAC level. The Recruiting Board weights not just results, but the quality of competition those results came against — then surfaces athletes trending upward. Built for college programs and independent teams.
- ▸Composite Scout Rating: peak FIS, competition level, and trajectory in one number
- ▸18-month rolling window weighted toward recent results
- ▸Race level weighting reflects the actual FIS penalty structure
- ▸Filter by discipline, gender, birth year, and nationality
- ▸Spotlight panel: deep profile on any athlete with one click
Predictive Modeling
Know the field before the start gate opens.
Two independent models — a Monte Carlo simulator and an XGBoost ranker — each trained on the full World Cup history. Upload any start list and get win probabilities, podium probabilities, and predicted finishing order for every athlete.
Both models are validated via walk-forward backtesting with no lookahead bias. Accuracy numbers are shown transparently alongside every prediction.
38–42%
Winner accuracy (technical)
2,000
Simulations per race
60
Features per athlete
0.68+
Rank correlation (ρ)
Every race. Every venue.
Every athlete. One system.
Pricing
Start free. Scale when you need to.
Every plan includes full access to Athlete Profiles, Race Results, and the Course Explorer. Upgrade to unlock training tools and add-ons.
Analyst
Free
Explore the data.
- ✓Athlete Profile & Race Results
- ✓Course Explorer
- ✓Training Tracker demo (read-only)
Coaching
$39/mo
Full training tracker for your team.
- ✓Everything in Analyst
- ✓Training Tracker (up to 20 athletes)
- ✓Unlimited sessions
- ✓Full analytics & progression
Program
$99/mo
Unlimited athletes, multi-coach visibility.
- ✓Everything in Coaching
- ✓Unlimited athletes
- ✓Multi-coach visibility
- ✓Priority support
Recruiting Board add-on
$29/mo
Scout rating, development trajectory, and filter tools for finding the next generation.
Race Simulator add-on
$149/mo
Monte Carlo + XGBoost. Upload a start list, get win, podium, and top-10 probabilities.
FAQ
Common questions.
Contact
Get in touch.
Coaching programs, performance directors, and recruiting staff are welcome to reach out before signing up. We can walk you through the platform, answer questions about data coverage, and help you figure out which plan fits your program.
If you have specific data needs — a discipline we don't cover, a race level you need added, or a custom integration — let us know.
Start tracking what matters.
Every race. Every venue. Every athlete. One system.
Get started free