🧮 Formula breakdown
How the Lower Body Load Score is calculated
“Lower body load” is the accumulation of forces your feet, ankles, knees, hips, and lower back
absorb while you move. Every step creates a ground‑reaction force (GRF). On flat walking, the
peak GRF is often around your bodyweight (sometimes a bit more). Running and jumping typically
amplify that peak. Add a backpack, an incline, or uneven terrain and the total stress goes up.
Since most people don’t have force plates at home, this calculator uses a practical proxy:
it turns your activity into a bodyweight‑equivalent step total, then converts
that number into a 0–100 Load Score. The math is intentionally simple so it’s
explainable, consistent, and “good enough” for comparing your days.
Step 1: Estimate steps (if you didn’t enter them)
You can provide steps directly (from your phone/watch). If you don’t, we estimate steps using
either distance or time:
-
If distance is provided: we estimate your step length from height and activity.
A common walking step length is roughly 0.41 × height (in meters), while running
steps are often longer. Then:
Estimated steps ≈ distance ÷ estimated step length
-
If only time is provided: we estimate cadence (steps per minute) based on activity
type and intensity. Example defaults:
Walk 110 spm, Brisk walk 125 spm, Run 165 spm, Hike 105 spm.
Then:
Estimated steps ≈ cadence × minutes
Step 2: Compute an impact multiplier
Different activities create different loading per step. We use an impact multiplier
as a simplified stand‑in for typical peak forces:
- Walking: 1.10×
- Brisk walking: 1.25×
- Hiking / uneven terrain: 1.40×
- Stairs / stepmill: 1.80×
- Running: 2.60×
- Plyometrics / jumping: 3.50×
- Lower‑body strength session: 1.60× (averaged across sets)
Then we gently adjust with intensity (easy / moderate / hard) and surface
(pavement slightly higher; treadmill/soft ground slightly lower; uneven trail slightly higher).
Step 3: Add carried load + incline
Carrying weight increases load roughly in proportion to the extra mass. We apply:
Load factor = 1 + (carried load ÷ bodyweight)
Incline is estimated from elevation gain and distance (if both are provided). More climb generally
increases muscular demand and joint stress. We apply a conservative incline factor and keep it capped
so the number stays stable rather than exploding on extreme inputs.
Step 4: Total load units
Finally we compute two “understandable” outputs:
-
Bodyweight‑equivalent steps:
BW‑eq steps = steps × impact × surface × intensity × incline × load factor
This is the core quantity we score.
-
kN·steps (kilo‑newton steps):
We approximate total cumulative force as:
(body mass × g) in kilo‑newtons, multiplied by BW‑eq steps.
It’s not a clinical metric — it’s a consistent “total force budget” number that scales correctly.
Step 5: Convert to a 0–100 Load Score
The Load Score is a normalized view of BW‑eq steps. A very rough mapping is:
- 0–25: Light load (recovery-friendly day)
- 26–50: Moderate load (normal training / active day)
- 51–75: High load (expect fatigue; plan recovery)
- 76–100: Extreme load (big day — treat it seriously)
Important: the most useful thing is your trend. If your average day is 30, then a 65
is a spike. If your average day is 60 (high-volume runner), then 65 might be business as usual.
🧪 Examples
Real-world examples (copy these)
Example 1: 45-minute brisk walk
You weigh 180 lb, brisk walk for 45 minutes, no steps entered.
The calculator estimates ~125 steps/min × 45 ≈ 5,625 steps.
With brisk impact and mixed surface, BW‑eq steps might land around ~7,000–8,000,
producing a Load Score in the 20–35 range for many people.
Example 2: 3-mile run
You weigh 160 lb, run 3 miles in 30 minutes, steps not entered.
Step estimate might land around ~165 spm × 30 = 4,950 steps.
Running impact is higher (≈2.6×), so BW‑eq steps could exceed 12,000 —
often a Load Score around 45–65 depending on incline/surface.
Example 3: Hiking with a backpack
You weigh 150 lb, hike 6 miles with 1,200 ft elevation gain, carrying a 20 lb pack.
Even if steps are similar to a walk, the terrain, incline, and extra load compound.
Many hikes like this land in the 55–80 range — “fun” but leg-taxing.
Example 4: Stairs day
You do 20 minutes of stairs at moderate effort. Steps might not look huge,
but the multiplier is large. You can get a surprising Load Score even with a short session.
This is why people feel stairs in their quads the next day.
Viral idea: run the same duration (30 minutes) across walk vs run vs stairs,
screenshot the three scores, and post “Same time. Very different legs.”