A comparison point, not a claim that the careers will finish alike.
Career Path Engine
Chronologically backtested MLB hitter career projections built from age- and game-aligned historical paths.
Career-Outlook Engine
Career Outlooks
The Career Path Engine finds historical hitters who reached the same number of games at a similar age with a similar offensive profile, then shows what happened next as a range. Its reliability is measured with roll-forward tests that never allow a future career into an earlier forecast.
Comparable paths, translated for readersThe engine aligns hitters by career games, age, offensive shape, and playing-time pace. The public view emphasizes what those careers suggest; calibration diagnostics remain in the methodology files.
Full-season estimates blend the current player with how comparable careers occupied each future season.
The label summarizes the completed careers in the neighbor group. It does not predict a vote.
How active batters careers may develop
Player progression is analyzed and matched with similar careers thus far to estiamte where a career may lead.
Sal Stewart
At 121 career games, Sal Stewart’s historical neighbors point to a median 1,503 more games. The closest current career shape is David Wright.
Legacy ProjectionNo Hall yet
The comparable group has not usually finished on a Hall-level path.
Closest pathDavid WrightProjected AVG / OBP / SLG.274 / .340 / .468Expected HR pace20.8 per 600 PA
Corbin Carroll
At 582 career games, Corbin Carroll’s historical neighbors point to a median 1,400 more games. The closest current career shape is Barry Bonds.
Legacy ProjectionHall bound?
This career shape frequently appears beside eventual Hall of Famers.
Closest pathBarry BondsProjected AVG / OBP / SLG.274 / .351 / .476Expected HR pace23.0 per 600 PA
Daylen Lile
At 194 career games, Daylen Lile’s historical neighbors point to a median 1,534 more games. The closest current career shape is Brett Lawrie.
Legacy ProjectionNo Hall yet
The comparable group has not usually finished on a Hall-level path.
Closest pathBrett LawrieProjected AVG / OBP / SLG.278 / .332 / .449Expected HR pace18.2 per 600 PA
Drake Baldwin
At 204 career games, Drake Baldwin’s historical neighbors point to a median 1,199 more games. The closest current career shape is Buster Posey.
Legacy ProjectionNo Hall yet
The comparable group has not usually finished on a Hall-level path.
Closest pathBuster PoseyProjected AVG / OBP / SLG.276 / .354 / .444Expected HR pace21.9 per 600 PA
Jackson Chourio
At 345 career games, Jackson Chourio’s historical neighbors point to a median 1,731 more games. The closest current career shape is Alex Rodriguez.
Legacy ProjectionHall bound?
This career shape frequently appears beside eventual Hall of Famers.
Closest pathAlex RodriguezProjected AVG / OBP / SLG.275 / .337 / .452Expected HR pace17.7 per 600 PA
Gunnar Henderson
At 601 career games, Gunnar Henderson’s historical neighbors point to a median 1,235 more games. The closest current career shape is Ryan Zimmerman.
Legacy ProjectionHall bound?
This career shape frequently appears beside eventual Hall of Famers.
Closest pathRyan ZimmermanProjected AVG / OBP / SLG.267 / .344 / .463Expected HR pace20.8 per 600 PA
Julio Rodríguez
At 682 career games, Julio Rodríguez’s historical neighbors point to a median 1,381 more games. The closest current career shape is Carlos Beltran.
Legacy ProjectionHall bound?
This career shape frequently appears beside eventual Hall of Famers.
Closest pathCarlos BeltranProjected AVG / OBP / SLG.275 / .333 / .449Expected HR pace18.5 per 600 PA
Colson Montgomery
At 169 career games, Colson Montgomery’s historical neighbors point to a median 1,339 more games. The closest current career shape is Jim Presley.
Legacy ProjectionNo Hall yet
The comparable group has not usually finished on a Hall-level path.
Closest pathJim PresleyProjected AVG / OBP / SLG.256 / .330 / .464Expected HR pace25.0 per 600 PA
Active hitter board
Career Outlook Table
Compressed table for even more projections!
| Player | Team | Age | Career G | Closest comparison | Career AVG/OBP/SLG | Legacy Projection | Level of fit |
|---|---|---|---|---|---|---|---|
| Sal Stewart | CIN | 22.0 | 121 | David Wright | .274/.340/.468 | No Hall yet | strong |
| Corbin Carroll | ARI | 25.0 | 582 | Barry Bonds | .274/.351/.476 | Hall bound? | strong |
| Daylen Lile | WSN | 23.0 | 194 | Brett Lawrie | .278/.332/.449 | No Hall yet | strong |
| Drake Baldwin | ATL | 25.0 | 204 | Buster Posey | .276/.354/.444 | No Hall yet | strong |
| Jackson Chourio | MIL | 22.0 | 345 | Alex Rodriguez | .275/.337/.452 | Hall bound? | moderate |
| Gunnar Henderson | BAL | 25.0 | 601 | Ryan Zimmerman | .267/.344/.463 | Hall bound? | strong |
| Julio Rodríguez | SEA | 25.0 | 682 | Carlos Beltran | .275/.333/.449 | Hall bound? | strong |
| Colson Montgomery | CHW | 24.0 | 169 | Jim Presley | .256/.330/.464 | No Hall yet | strong |
| Riley Greene | DET | 25.0 | 590 | Ben Grieve | .268/.344/.450 | Hall bound? | strong |
| James Wood | WSN | 23.0 | 341 | Scott Rolen | .276/.362/.482 | Hall bound? | moderate |
| Tyler Soderstrom | ATH | 24.0 | 353 | Eric Chavez | .261/.334/.440 | No Hall yet | strong |
| Wyatt Langford | TEX | 24.0 | 319 | Grady Sizemore | .271/.342/.442 | Hall bound? | strong |
| Yordan Alvarez | HOU | 29.0 | 781 | Todd Helton | .293/.388/.531 | Hall bound? | strong |
| Michael Harris II | ATL | 25.0 | 619 | Delmon Young | .277/.321/.444 | Hall bound? | strong |
| A.J. Ewing | NYM | 21.0 | 65 | Chet Lemon | .270/.338/.411 | No Hall yet | strong |
| CJ Abrams | WSN | 25.0 | 617 | Carney Lansford | .270/.329/.433 | No Hall yet | strong |
| Pete Crow-Armstrong | CHC | 24.0 | 385 | Matt Kemp | .270/.330/.465 | No Hall yet | strong |
| Bo Bichette | NYM | 28.0 | 852 | Carney Lansford | .285/.337/.445 | No Hall yet | strong |
| Nick Kurtz | ATH | 23.0 | 210 | Jeff Burroughs | .276/.373/.496 | No Hall yet | moderate |
| Nolan Schanuel | LAA | 24.0 | 391 | Jerry Browne | .273/.357/.380 | No Hall yet | strong |
| Zach Neto | LAA | 25.0 | 467 | Chili Davis | .267/.330/.451 | No Hall yet | strong |
| Elly De La Cruz | CIN | 24.0 | 503 | Justin Upton | .270/.345/.453 | No Hall yet | moderate |
| Chase DeLauter | CLE | 24.0 | 88 | Marcus Giles | .272/.335/.423 | No Hall yet | strong |
| Ben Rice | NYY | 27.0 | 282 | Carlos Quentin | .261/.341/.482 | No Hall yet | strong |
| Vaughn Grissom | LAA | 25.0 | 158 | Al Woods | .267/.328/.385 | No Hall yet | strong |
| Francisco Alvarez | NYM | 24.0 | 360 | Eric Chavez | .259/.328/.446 | No Hall yet | strong |
| Vladimir Guerrero Jr. | TOR | 27.0 | 1,075 | Cal Ripken | .283/.356/.469 | Hall bound? | moderate |
| Esmerlyn Valdez | PIT | 22.0 | 36 | Brett Lawrie | .268/.355/.468 | No Hall yet | strong |
| Otto Lopez | MIA | 27.0 | 360 | Todd Walker | .277/.329/.404 | No Hall yet | strong |
| Carson Benge | NYM | 23.0 | 101 | Carlos Febles | .263/.334/.405 | No Hall yet | strong |
How to read it: the model was tested by rolling historical forecasts forward in time, and experimental adjustments that did not improve later unseen careers were rejected. Three-season estimates divide each comparable player’s remaining games into future season segments, then apply the group’s expected playing time and home-run pace. Hall labels summarize comparable career destinations and are not election probabilities. This release covers hitters and offensive career shape; defense, position, injuries, and minor-league history are not yet similarity features. Full validation diagnostics remain available on the methodology page.