[BODY]
The Weight Screen: Trend, Not Scale
[THE SHORT ANSWER]
Every decision in the app is made against trend weight, not against what the scale said this morning. Raw bodyweight swings up to four pounds across two days on an unchanged body — glycogen, sodium, food volume, hydration — and steering by it means reacting to water. The trend is an exponentially weighted moving average with an alpha of 0.25: each new weigh-in moves it a quarter of the way toward itself, which damps the noise while still responding to a real change within about a week.
The formula
trend[i] = 0.25 * raw[i] + 0.75 * trend[i-1]
That is the whole thing. One line, and it is the single most useful transformation applied to any number in the app.
The alpha choice is a trade. Higher alpha responds faster and lets more noise through; lower alpha is smoother and lags further behind reality. At 0.25 a genuine step change is roughly 90% reflected in the trend after about eight readings — fast enough to catch a real shift within a week and slow enough that Sunday's dinner does not register.
Why both lines are on the chart
The chart shows the trend as a line and every raw weigh-in as a point scattered around it.
That is deliberate. The raw points are the argument for the trend: seeing a two-pound spread around a line that is moving 0.3 lb a week makes the case better than any explanation. It also stops the trend from looking like a measurement it is not — it is a filter over data, and the data should be visible.
What actually moves the scale
| Cause | Typical magnitude | Timescale |
|---|---|---|
| Food volume in the gut | 1–3 lb | Hours to a day |
| Sodium and hydration | 1–3 lb | Hours to days |
| Glycogen (and its bound water) | 2–4 lb | Days |
| Creatine loading | 2–4 lb | 1–3 weeks, then stable |
| Hormonal cycling | 1–4 lb | Cyclical |
| Post-session fluid loss | 1–4 lb | Hours |
| Actual fat or muscle change | 0.25–0.5 lb/week | Weeks |
Look at the last row against every row above it. The signal you are trying to detect is smaller than every source of noise on the list, and often by a factor of five or more. That asymmetry is the entire justification for smoothing.
Weigh-in conditions
Consistency matters more than any particular protocol:
- Morning, after waking
- After the bathroom
- Before eating or drinking
- Same scale, on the same surface
Most days. The minimum for a usable maintenance calculation is eight weigh-ins in a fourteen-day window, and more makes the trend both more responsive and more reliable.
Do not weigh after a session. Post-session weight is dominated by fluid loss and reads several pounds low — that is a hydration measurement, not a body composition one.
The two situations that will fool the arithmetic
Worth knowing in advance, because both look like results.
A refeed out of a deficit. Expect three to six pounds in two weeks, and none of it fat. Refilling muscle glycogen binds roughly three grams of water per gram of glycogen, and the digestive tract refilling adds another pound or two. This is the moment people most often conclude a correct plan is failing.
Starting creatine. Two to four pounds of intracellular water over the first weeks. To an energy-balance calculation that reads as a surplus you did not eat:
3 lb over 14 days = 3 * 3500 / 14 = 750 kcal/day of apparent surplus
Your measured maintenance comes out 750 calories too low, and everything downstream is wrong in the same direction for weeks. Start creatine at the beginning of a block, not the middle of a measurement window.
Why this feeds maintenance
Trend weight is the input to the maintenance calculation, and it has to be — the raw scale cannot support it.
weightChangeLb = trendWeight(today) - trendWeight(14 days ago)
energyBalance = weightChangeLb * 3500 / 14
maintenance = avgDailyIntake - energyBalance
A one-pound error in the weight delta becomes a 250 kcal/day error in the maintenance figure. Raw weight carries several pounds of noise, so a maintenance calculation on raw readings is not merely imprecise — it is unusable. The trend is what makes the arithmetic possible. The full method.
Reading it alongside the waist
The scale alone cannot distinguish "the surplus is working" from "the surplus is too big". Two measurements can:
| Trend weight | Waist | Reading |
|---|---|---|
| Up | Flat | Working. Hold everything |
| Up | Up | Above the lean ceiling. Cut 100–150 kcal |
| Flat | Flat | Maintenance |
| Flat | Up | Recomposition going the wrong way. Act |
| Down | Down | Losing fat. Check strength is holding |
| Down | Flat | Losing something that is not fat. Check protein |
Waist-to-height is a cheap, repeatable proxy for abdominal fat that needs no equipment and makes no assumptions. It is used for its trend rather than its absolute value. The measurements screen.
What the screen does not show
No body fat percentage. Measurement error on every consumer method — scales, calipers, photos — exceeds the change you are looking for over any reasonable window. Adding a noisy number to a clean pair makes the pair worse.
No projection. Nobody can honestly compute where your weight will be in twelve weeks, and a plausible-looking projection is worse than none.
No goal weight countdown. A number counting down to a target invites reacting to the noise it was designed to filter.
What to do next
Weigh in most mornings for two weeks under consistent conditions, then look at the spread of the raw points around the trend. That picture is the most convincing argument available for why you should never make a decision from a single reading.
Questions
How often should I weigh myself?
Most mornings, under the same conditions — after waking, after the bathroom, before eating or drinking. More weigh-ins make the trend more responsive and more reliable; the minimum for a usable maintenance calculation is eight in a fourteen-day window.
Why does my weight fluctuate so much?
Glycogen, sodium, food volume in the gut, hydration and hormonal cycling all move the scale independently of body composition. Four pounds of swing across two days on an unchanged body is normal, which is exactly why decisions get made against a smoothed trend rather than a reading.
What is trend weight?
An exponentially weighted moving average of your weigh-ins, with an alpha of 0.25 — so each new reading moves the trend a quarter of the way toward itself. It damps the daily noise while still responding to a real change within about a week.
Should I weigh myself after a long run?
Not for tracking. Post-session weight is dominated by fluid loss and can read several pounds low, which is a hydration measurement rather than a body composition one. Weigh in the morning under the same conditions instead.
Does creatine affect my weight tracking?
Yes, substantially. Creatine adds two to four pounds of intracellular water in the first weeks, which reads to an energy-balance calculation as several hundred calories a day of surplus you did not eat. Start it at the beginning of a block, not in the middle of a measurement window.
[KEEP READING]
[SCREENS]
Maintenance: The Number Everything Hangs Off
One screen, read top to bottom as an argument: what you burn, what you set, what you actually averaged, and where it can physically have gone.
[SCREENS]
Measurements: What the Scale Cannot Tell You
One tape measure disambiguates the single most important question a scale cannot answer.
[GUIDES]
Measuring Progress as a Hybrid Athlete
Any single number can be explained away. The information is in what happens when two of them point in opposite directions.