A recovery dashboard that decides, not just displays
A dashboard shows you everything and lets you find the important part. With thirty athletes, finding the important part is the entire job.
The problem with dashboards
Dashboards are optimised for exploration. That is genuinely the right design when one person is looking at their own data and has time to browse it.
It is the wrong design for a coach with a roster and ten minutes. Exploration does not scale linearly with athlete count — it scales badly, because every athlete you add is another set of charts nobody has time to read. The information is all present and none of it is prioritised.
The failure is quiet, too. Nothing breaks. You just gradually check less often, then only check the athletes you were already worried about, which defeats the point of monitoring.
Displaying versus deciding
The distinction that matters when you are comparing tools in this category.
| A metrics dashboard | Loadwell | |
|---|---|---|
| Default view | Charts per athlete | A roster ordered by who needs attention |
| Comparison | Values, often against a population range | Each athlete against their own rolling baseline |
| Your job | Read it and decide what matters | Read the top of the list |
| Missing data | Usually renders as a gap or a zero | An explicit Limited state — never reported as fine |
| Output | A number you interpret | A status, an explanation, and a drafted message |
What prioritisation requires
- A per-athlete baseline
- You cannot rank a roster by absolute values without mostly ranking it by individual physiology. Deviation from an athlete's own normal is the only comparison that transfers across people.
- Signals counted together
- One metric moving is weak evidence. Several moving in the same direction, including what the athlete reports, is considerably stronger.
- Honesty about insufficient data
- A new athlete with three days of readings cannot be assessed. Loadwell marks them Limited rather than defaulting to Stable, because a false all-clear is the failure that loses a coach's trust.
- A next step attached to the flag
- A status with no recommended action just moves the interpretation problem somewhere else.
Frequently asked
- Can I still see the underlying numbers?
- Yes. Open any athlete for the detail behind the status — what moved, by how much against their normal, and the recent trend. The prioritisation is a starting point, not a replacement for looking.
- How is the status calculated?
- Meaningful deviations from the athlete's own rolling baseline are counted across sleep, physiology and self-reported context. Enough of them together resolve to Attention; fewer to Monitor; too little recent data to Limited.
- Does it compare athletes to each other?
- No. Athletes are only ever compared to themselves. Cross-athlete comparison of recovery data mostly measures individual differences rather than training response.
See the difference on a real roster
The sample roster is the fastest way to judge whether prioritisation is what you have been missing.
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