Your Model of Me.

Every check-in teaches Rudder something about you. After 2–3 weeks, the recommendations stop being generic.

What is the Model of Me?

A persistent personal model that tracks your baselines (HRV, RHR, sleep), your patterns (what your “meh” means, your sleep threshold, how you respond to overrides), and your trajectory (building, plateauing, overreaching, recovering).

What it tracks

10 pattern detectors:

Meh meaning — what happens when you feel meh and train anyway.

Sleep threshold — hours where your performance drops.

Override outcomes — do your overrides work out?

HRV sensitivity — your personal HRV-to-performance mapping.

Recovery mismatch patterns — when you think you’re recovered but aren’t.

Day-of-week effects — how your schedule shapes readiness.

Consecutive training tolerance — how many hard days you handle.

Feel accuracy — how well your self-assessment predicts outcomes.

Consistency streaks — your check-in and training habits.

Goal progress — tracking toward your stated objectives.

How it learns

Every check-in adds data. Every post-workout feedback closes the loop. Every override becomes a labeled example. Patterns start as “forming” (2–3 observations), move to “emerging” (5+), then “strong” (10+), and finally “definitive” (20+). Confidence pills on each insight show how solid the pattern is.

What it enables

Week 1: “HRV is down 15%, consider modifying.”

Week 8: “HRV is down 15%, but the last 4 times this happened on a Monday after a Sunday long ride, you still performed well. GO WITH LIMITS.”

Same data, different recommendation — because the model knows YOU.

Milestones

The Model of Me celebrates progress: confidence crossings (a pattern became strong), PRs (new best power or distance), consistency streaks (14-day check-in run), decision quality (70%+ “good call” rate). Milestones appear in your weekly review and on the You tab.

Privacy

Your Model of Me is yours. It’s built from your data, stored in your account, and deleted when you delete your account. We don’t use your personal patterns to train models for other users.

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Frequently asked

What is the Model of Me?
Your personal pattern database. Rudder tracks 10 pattern types across your check-ins: what your 'meh' really means, your sleep threshold, your recovery rate after hard days, your day-of-week effects, and more. After 2-3 weeks, recommendations stop being generic and start being yours.
How long does it take for the model to learn?
You'll see initial patterns after 7-10 check-ins. Strong confidence patterns emerge after 3-4 weeks of consistent check-ins. The model gets sharper every week as more data accumulates.
Can I see what Rudder has learned about me?
Yes. The You tab shows your pattern insights with confidence levels, milestones, and your fitness trajectory over time. Every pattern includes the evidence: 'This happened 4 out of 5 times.'

Generic advice is a starting point.

Your Model of Me is the destination.

Start building your Model of Me