Usage Score
21.7
Player Dossier
2018-2021Navy
Isaac Ruoss
FB • 6'1" • 220 lbs • Mohnton, PA, USA
Balanced backfield optionSteady chain mover
Isaac Ruoss leans balanced backfield option traits and 44.3 efficiency.
Efficiency
44.3
Consistency
73.6
Season Value
59.6
Career Arc
Value trend by season
Best season by value score: 2021 Regular Season · Navy
18192021
Snapshot
- Career Teams
- 1
- Seasons Tracked
- 4
- Program Path
- Navy
- Peak Game
- Peak game by takeover score: Memphis
Scouting Read
Best season and peak-game context are pinned here so the rest of the page can stay analytical without losing the headline story.
Isaac Ruoss, FB. Best season Best season by value score: 2021 Regular Season · Navy. Isaac Ruoss leans balanced backfield option traits and 44.3 efficiency.
Player insights
Lead takeaway
Best season by value score: 2021 Regular Season
Navy paired 656 primary output with 44.3 efficiency.
Supporting note
2021 Regular Season role shape
backfield-heavy usage with 44.3 efficiency.
Supporting note
Career value is trending up
2021 Regular Season improved on the prior stop by season value score.
Supporting note
Peak game by takeover score: Memphis
Loss with 91 yards from scrimmage and efficient touch value. It landed in the 100th percentile of the selected season.
Analysis workspace
Season Workbench
Filter the strongest season sample, inspect game-level shape, and then drop into the full log without losing the story of the year.
Season Explorer
Understand the selected season before dropping into the full game log.
2021 Regular Season · Navy
Games
12
Scrimmage Yards / G
54.7
Efficiency
44.3
Usage
21.7
Consistency
73.6
Best Game by takeover score
Army
Hover a point or expand a game row to keep the active game context visible here.
Game-by-Game Trend
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Chronological game order.
Game by game trend chart. Marshall: 63. Air Force: 9. Houston: 55. UCF: 84. SMU: 21. Memphis: 91. Cincinnati: 80. Tulsa: 49. Notre Dame: 73. East Carolina: 32. Temple: 66. Army: 33
Volume vs Efficiency
Low volume / high quality
High volume / high quality
Low volume / lower quality
High volume / lower quality
Volume on the x-axis, quality on the y-axis.
Volume versus efficiency scatter chart. Marshall: 15 by 43.8. Air Force: 1 by 87.5. Houston: 14 by 40.9. UCF: 21 by 41.7. SMU: 11 by 21.7. Memphis: 19 by 46. Cincinnati: 19 by 43.9. Tulsa: 13 by 39.3. Notre Dame: 22 by 34.6. East Carolina: 6 by 55.6. Temple: 18 by 38.2. Army: 9 by 38.2
Split Comparison
Wins58 · n=4 · +5 vs Losses
Losses53 · n=8 · -5 vs Wins
First Half53.8 · n=6 · -1.7 vs Second Half
Second Half55.5 · n=6 · +1.7 vs First Half
Game Log
Dense stat lines with inline explanations and season-linked highlights.
12 games
Featured metric
Scrimmage Yards
Top game by takeover score
Memphis
Best efficiency game
87.5 vs Air Force
| Result | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| Sat 12/11 | @ Army | W 17-13 | 9 | 33 | 3.70 | 0 | — | — | 3.7 |
| Sat 11/27 | @ Temple2+ TD | W 38-14 | 18 | 66 | 3.70 | 2 | — | — | 3.7 |
| Sat 11/20 | vs East Carolina | L 35-38 | 6 | 32 | 5.30 | 1 | — | — | 5.3 |
| Sat 11/6 | @ Notre Dame | L 6-34 | 22 | 73 | 3.30 | 0 | — | — | 3.3 |
| Fri 10/29 | @ Tulsa | W 20-17 | 13 | 49 | 3.80 | 0 | — | — | 3.8 |
| Sat 10/23 | vs Cincinnati | L 20-27 | 19 | 80 | 4.20 | 0 | — | — | 4.2 |
| Thu 10/14 | @ Memphis | L 17-35 | 18 | 75 | 4.20 | 0 | 1 | 16 | 4.8 |
| Sat 10/9 | vs SMU | L 24-31 | 10 | 22 | 2.20 | 0 | 1 | -1 | 1.9 |
| Sat 10/2 | vs UCF | W 34-30 | 21 | 84 | 4 | 1 | — | — | 4 |
| Sat 9/25 | @ Houston | L 20-28 | 14 | 55 | 3.90 | 1 | — | — | 3.9 |
| Sat 9/11 | vs Air Force | L 3-23 | 1 | 9 | 9 | 0 | — | — | 9 |
| Sat 9/4 | vs Marshall | L 7-49 | 15 | 63 | 4.20 | 0 | — | — | 4.2 |
Career Arc
Track team changes, role shifts, and season-to-season movement.
- 1
Navy
2018-2021
Opening stop
Season Progression
2018201920202021
| Season | Team | Primary | Efficiency | Usage | Delta |
|---|---|---|---|---|---|
| 2018 Regular Season | Navy | 0 | — | — | — |
| 2019 Regular Season | Navy | 109 | 37.6 | 7.2 | 109 |
| 2020 Regular Season | Navy | 0 | — | 0 | -109 |
| 2021 Regular Season | Navy | 656 | 44.3 | 21.7 | 656 |
Signature Performances
Top Games
#1 Featured game
Memphis
Loss with 91 yards from scrimmage and efficient touch value.
91
Primary metric
91 scrimmage yards and 27.5 usage.
#2
Notre Dame
44
Primary metric
Loss with 44 yards from scrimmage and efficient touch value.
44 scrimmage yards and 13.2 usage.
#3
UCF
84
Primary metric
Win driven by a workhorse rushing load.
84 scrimmage yards and 26.9 usage.
#4
Cincinnati
80
Primary metric
Loss with 80 yards from scrimmage and efficient touch value.
80 scrimmage yards and 24.4 usage.
#5
Notre Dame
73
Primary metric
Loss driven by a workhorse rushing load.
73 scrimmage yards and 39.3 usage.
Top Seasons
#1 Season by value score
2021 Regular Season · Navy
656 primary output · 44.3 efficiency · 21.7 usage
59.6
#2
2020 Regular Season · Navy
50
0 primary · — efficiency · 0 usage
#3
2019 Regular Season · Navy
28.5
109 primary · 37.6 efficiency · 7.2 usage
Milestones
0
100+ rush yards
0
150+ scrimmage yards
1
2+ TD games
Bio, Recruit, and Data Context
Career Facts
1
Career teams
4
Seasons tracked
765
Career Scrimmage Yards
Data Context
Coverage spans 4 tracked seasons, 20 games, and base opponent context only. Derived metrics fall back to raw production when share or rating context is missing.