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 Isaiah Likely. 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 |
|---|---|---|---|---|---|---|---|---|
| Josh Cuevas | Alabama | 2026 | 0.549 | unknown | Josh Cuevas | 29 | 4.2 | 1 |
| Seydou Traore | Mississippi State | 2026 | 0.493 | unknown | Seydou Traore | 0 | 0.0 | 1 |
| Rohan Jones | Arkansas | 2026 | 0.476 | unknown | Rohan Jones | — | — | — |
| Eli Wilson | App State | 2025 | 0.465 | unknown | Eli Wilson | — | — | — |
| Jake Roh | Boise State | 2018 | 0.460 | unknown | Jake Roh | — | — | — |
| David Martin-Robinson | Temple | 2024 | 0.454 | bust | David Martin-Robinson | 15 | 0.5 | 3 |
| Xavier Gaines | Marshall | 2022 | 0.451 | unknown | Xavier Gaines | — | — | — |
| Josiah Deguara | Cincinnati | 2020 | 0.443 | bust | Josiah Deguara | 118 | 3.1 | 6 |
| Quintin Morris | Bowling Green | 2021 | 0.443 | bust | Quintin Morris | 65 | 3.1 | 5 |
| Aaron McLean | UConn | 2019 | 0.440 | unknown | Aaron McLean | — | — | — |
| Josh Whyle | Cincinnati | 2023 | 0.439 | bust | Josh Whyle | 100 | 3.1 | 3 |
| Johnmichael Gyllenborg | Wyoming | 2026 | 0.434 | unknown | John Michael Gyllenborg | — | — | — |
| Jay Rose | UConn | 2022 | 0.422 | unknown | Jay Rose | — | — | — |
| Zach Horton | Indiana | 2025 | 0.421 | unknown | Zach Horton | — | — | — |
| Caden Prieskorn | Ole Miss | 2025 | 0.416 | unknown | Caden Prieskorn | — | — | — |
| Cole Rusk | Illinois | 2026 | 0.405 | unknown | Cole Rusk | — | — | — |
| Rivaldo Fairweather | Auburn | 2025 | 0.405 | unknown | Rivaldo Fairweather | — | — | — |
| Derrick Deese Jr. | San José State | 2022 | 0.401 | unknown | Derrick Deese Jr. | — | — | — |
| Tommy Sweeney | Boston College | 2019 | 0.398 | bust | Tommy Sweeney | 40 | 2.5 | 3 |
| Chase Allen | Iowa State | 2022 | 0.398 | unknown | Chase Allen | — | — | — |
| Joshua Simon | South Carolina | 2025 | 0.398 | unknown | Joshua Simon | — | — | — |
| Matt Bushman | BYU | 2020 | 0.396 | unknown | Matt Bushman | — | — | — |
| Tyler Neville | Virginia | 2025 | 0.392 | unknown | Tyler Neville | — | — | — |
| Chamon Metayer | Arizona State | 2026 | 0.390 | unknown | Chamon Metayer | — | — | — |
| Giovanni Ricci | Western Michigan | 2020 | 0.389 | bust | Giovanni Ricci | 19 | 0.7 | 4 |
Methodology details: v3.0 prospect engine — PR 3 similarity, PR 4 projection, PR 5 back-test.