Shelby vs Lauren
Shelby Narducci
Lauren Lanham
Station radar · best race with a field of 30 or more
Shelby: Boston 2025, Open Women · Lauren: Las Vegas 2026, Open Women
This chart shows where Shelby and Lauren sat in the field on each part of the race: the edge is faster than everyone, the centre is the slowest.Shelby: strongest on Carry (faster than 38% of the field), weakest on Roxzone (faster than 2%).Lauren: strongest on Row (faster than 7% of the field), weakest on Push (faster than 2%).
See the numbers
| Part | Shelby: faster than | Lauren: faster than |
|---|---|---|
| Ski | 14% | 3% |
| Push | 4% | 2% |
| Pull | 20% | 5% |
| BBJ | 8% | 4% |
| Row | 7% | 7% |
| Carry | 38% | 4% |
| Lunges | 10% | 5% |
| Wall balls | 10% | 4% |
| Roxzone | 2% | 6% |
| Runs | 2% | 7% |
Each athlete against their own field at their own best race (division, gender, that venue). Further out is faster.
Part by part
| Part | Shelby | Lauren |
|---|---|---|
| SkiErg | 14% | 3% |
| Sled push | 4% | 2% |
| Sled pull | 20% | 5% |
| Burpee broad jump | 8% | 4% |
| Row | 7% | 7% |
| Farmers carry | 38% | 4% |
| Sandbag lunges | 10% | 5% |
| Wall balls | 10% | 4% |
| Roxzone (moving) | 2% | 6% |
| Runs (8 km) | 2% | 7% |
The share of their own field each athlete beat on that segment, at the race named on the left. Higher is better; green marks the better of the two. A dash means no split was published.
Those races as one bar each
This chart draws the race in order, left to right: each 1 km run (blue), each station (yellow) and the roxzone (grey), sized by its time.Shelby · Boston 2025 · Open Women: 1:15:18 running, 55:36 at the stations and 12:57 in the roxzone; the longest station was the wall balls (11:23).Below, Lauren · Las Vegas 2026 · Open Women: 1:10:04 running, 1:08:45 at the stations and 12:54 in the roxzone; the longest station was the wall balls (14:43).
See the numbers
| Part | Shelby · Boston 2025 · Open Women | Lauren · Las Vegas 2026 · Open Women |
|---|---|---|
| Run 1 | 7:00 | 5:07 |
| SkiErg | 5:50 | 6:47 |
| Run 2 | 6:49 | 8:29 |
| Sled push | 3:47 | 5:05 |
| Run 3 | 11:14 | 10:42 |
| Sled pull | 7:30 | 9:30 |
| Run 4 | 7:58 | 8:24 |
| Burpee broad jump | 10:56 | 12:49 |
| Run 5 | 12:19 | 8:51 |
| Row | 6:26 | 6:36 |
| Run 6 | 10:24 | 8:53 |
| Farmers carry | 2:17 | 3:32 |
| Run 7 | 8:38 | 8:50 |
| Sandbag lunges | 7:28 | 9:43 |
| Run 8 | 10:56 | 10:48 |
| Wall balls | 11:23 | 14:43 |
| Roxzone | 12:57 | 12:54 |
| Finish | 2:23:42 | 2:31:35 |
Head to head: 1 race they both ran
| Race | Shelby | Lauren | Gap |
|---|---|---|---|
| Las Vegas 2026 Open Women · 20 Feb 2026 | 2:32:08 | 2:31:35 | 0:33 · Lauren faster |
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