College production summary feeding the v3.0 similarity vector. The engine weights these features against the prospect corpus (2000–present) to build the comp grid below.
Historical college players whose production curves most closely match Joe Royer. Hit-label colouring tags each comp's eventual NFL outcome: elite, starter, bust, unknown (still developing or never reached the NFL). Click an NFL name to jump to its veteran page when available.
| College player | School | Class | Similarity | NFL outcome | NFL career | Career fp | Peak3 fp/g | Seasons |
|---|---|---|---|---|---|---|---|---|
| Miles Kitselman | Tennessee | 2026 | 0.699 | unknown | Miles Kitselman | — | — | — |
| Ben Sims | Baylor | 2023 | 0.684 | bust | Ben Sims | 26 | 2.0 | 3 |
| Matthew Hibner | SMU | 2026 | 0.553 | unknown | Matthew Hibner | 20 | 3.2 | 1 |
| Kole Taylor | West Virginia | 2025 | 0.505 | unknown | Kole Taylor | — | — | — |
| Davis Allen | Clemson | 2023 | 0.499 | bust | Davis Allen | 131 | 4.0 | 4 |
| Jack Velling | Michigan State | 2026 | 0.494 | unknown | Jack Velling | — | — | — |
| John Copenhaver | North Carolina | 2025 | 0.474 | unknown | John Copenhaver | — | — | — |
| Mason Fairchild | Kansas | 2024 | 0.470 | unknown | Mason Fairchild | — | — | — |
| Caden Prieskorn | Ole Miss | 2025 | 0.470 | unknown | Caden Prieskorn | — | — | — |
| Mitchell Evans | Notre Dame | 2025 | 0.454 | unknown | Mitchell Evans | 71 | 3.4 | 2 |
| Zach Horton | Indiana | 2025 | 0.441 | unknown | Zach Horton | — | — | — |
| Cary Angeline | NC State | 2021 | 0.440 | unknown | Cary Angeline | — | — | — |
| Grant Calcaterra | SMU | 2022 | 0.439 | bust | Grant Calcaterra | 103 | 3.0 | 4 |
| Luke Schoonmaker | Michigan | 2023 | 0.429 | bust | Luke Schoonmaker | 117 | 3.0 | 4 |
| Matt Bushman | BYU | 2020 | 0.425 | unknown | Matt Bushman | — | — | — |
| Keleki Latu | Washington | 2025 | 0.423 | unknown | Keleki Latu | 8 | 1.2 | 2 |
| Ravian Pierce | Syracuse | 2018 | 0.417 | unknown | Ravian Pierce | — | — | — |
| Curtis Hodges | Arizona State | 2022 | 0.417 | unknown | Curtis Hodges | — | — | — |
| Ben Yurosek | Georgia | 2025 | 0.416 | unknown | Ben Yurosek | 9 | 1.6 | 2 |
| Carsen Ryan | BYU | 2026 | 0.416 | unknown | Carsen Ryan | 0 | 0.0 | 1 |
| Michael Ezeike | UCLA | 2023 | 0.415 | unknown | Michael Ezeike | — | — | — |
| Jack Freudenthal | Wake Forest | 2020 | 0.415 | unknown | Jack Freudenthal | — | — | — |
| Eli Raridon | Notre Dame | 2026 | 0.413 | unknown | Eli Raridon | 42 | 6.0 | 1 |
| Zach Gentry | Michigan | 2019 | 0.411 | bust | Zach Gentry | 69 | 2.2 | 3 |
| Rivaldo Fairweather | Auburn | 2025 | 0.411 | unknown | Rivaldo Fairweather | — | — | — |
Methodology details: v3.0 prospect engine — PR 3 similarity, PR 4 projection, PR 5 back-test.