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 Kyle Monangai. 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 |
|---|---|---|---|---|---|---|---|---|
| Brian Robinson Jr. | Alabama | 2022 | 0.633 | unknown | Brian Robinson | 586 | 11.3 | 5 |
| Montario Hardesty | Tennessee | 2010 | 0.591 | unknown | Montario Hardesty | 90 | 4.8 | 2 |
| Derrick Knight | Boston College | 2004 | 0.556 | unknown | Derrick Knight | — | — | — |
| Andre Callender | Boston College | 2008 | 0.533 | unknown | Andre Callender | — | — | — |
| Terron Ward | Oregon State | 2015 | 0.524 | bust | Terron Ward | 64 | 3.1 | 3 |
| Eric Gray | Oklahoma | 2023 | 0.516 | bust | Eric Gray | 32 | 0.9 | 3 |
| Tatum Bell | Oklahoma State | 2004 | 0.498 | unknown | Tatum Bell | 470 | 10.5 | 5 |
| Larry Rountree III | Missouri | 2021 | 0.486 | unknown | Larry Rountree III | 21 | 2.2 | 2 |
| Ben Tate | Auburn | 2010 | 0.478 | unknown | Ben Tate | 410 | 8.8 | 4 |
| Khalil Herbert | Virginia Tech | 2021 | 0.467 | unknown | Khalil Herbert | 354 | 7.8 | 6 |
| Michael Carter | North Carolina | 2021 | 0.467 | unknown | Michael Carter | 476 | 10.3 | 6 |
| Brandon Miree | Pitt | 2004 | 0.466 | unknown | Brandon Miree | 15 | 3.7 | 1 |
| Akrum Wadley | Iowa | 2018 | 0.460 | unknown | Akrum Wadley | — | — | — |
| Ke'Shawn Vaughn | Vanderbilt | 2020 | 0.451 | bust | Ke'Shawn Vaughn | 77 | 3.9 | 5 |
| Kylin Hill | Mississippi State | 2020 | 0.450 | unknown | Kylin Hill | 5 | 0.6 | 2 |
| Raheim Sanders | South Carolina | 2025 | 0.449 | unknown | Raheim Sanders | 43 | 4.8 | 2 |
| Alvin Pearman | Virginia | 2005 | 0.446 | bust | Alvin Pearman | 101 | 5.1 | 5 |
| Ronnie Brown | Auburn | 2005 | 0.443 | elite | Ronnie Brown | 1210 | 18.0 | 10 |
| Devine Ozigbo | Nebraska | 2019 | 0.436 | bust | Devine Ozigbo | 27 | 2.4 | 5 |
| Ja'Quinden Jackson | Arkansas | 2025 | 0.435 | unknown | Ja'Quinden Jackson | — | — | — |
| Ty Chandler | North Carolina | 2022 | 0.434 | bust | Ty Chandler | 140 | 3.8 | 4 |
| Thomas Brown | Georgia | 2008 | 0.430 | unknown | Thomas Brown | — | — | — |
| Jarquez Hunter | Auburn | 2025 | 0.429 | unknown | Jarquez Hunter | — | — | — |
| Demario Richard | Arizona State | 2018 | 0.424 | unknown | Demario Richard | — | — | — |
| Keith Toston | Oklahoma State | 2010 | 0.421 | unknown | Keith Toston | 25 | 3.0 | 2 |
Methodology details: v3.0 prospect engine — PR 3 similarity, PR 4 projection, PR 5 back-test.