Rosternomics
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July 30, 2003

CINOAK

CIN won this trade +$64.0M surplus CIN won this trade +18.8 WAR
CINCIN Jim Bowden net +$64.0M net +18.8
received +$16.8M+$15.2M ± $95M expected surplus · +$64.8M realized received 5.6 ± 12 expected · 19.1 realized WAR
Playoff odds: this deal moved CIN's 2003 odds 0% → 0% (+0 pts) — how trade timing is graded ↗
receives — most valuable first
Aaron HarangP·25y·R/R
+$11.2M+$11.2M± $42M exp surplusrealized +$70.4M 3.1± 5 exp WARrealized 19.8
Prior
#195 overall draft pick — at the league baseline → 0.21/yr
Evidence
recent form 1.1/yr over 1.0 season
Talent
0.62/yr blended
Horizon
5.0 control yrs
Jeff BrukschP·23y·R/R
+$4.0M+$2.4M± $62M exp surplusrealized +$0.0M 1.3± 8 exp WARrealized 0.0
Prior
#161 overall draft pick — at the league baseline → 0.21/yr
Evidence
no MLB track record — leans on pedigree
Talent
0.21/yr blended
Horizon
6.0 control yrs
Joe ValentineP·24y·R/R
+$1.6M+$1.6M± $58M exp surplusrealized −$5.6M 1.2± 7 exp WARrealized -0.7
Prior
#789 overall draft pick — at the league baseline → 0.21/yr
Evidence
no MLB track record — leans on pedigree
Talent
0.21/yr blended
Horizon
5.5 control yrs
OAKOAK Billy Beane net −$64.0M net -18.8
received −$0.8M−$5.6M ± $16M expected surplus · +$0.8M realized received 0.0 ± 2 expected · 0.3 realized WAR
Playoff odds: this deal moved OAK's 2003 odds 19% → 19% (-0.5 pts) — how trade timing is graded ↗
receives — most valuable first
José GuillénOF·27y·R/R
−$0.8M−$5.6M± $16M exp surplusrealized +$0.8M 0.0± 2 exp WARrealized 0.3
Prior
no pedigree — league baseline → 0.21/yr
Evidence
recent form -1.4/yr over 1.5 season
Talent
-0.67/yr blended
Horizon
1.5 control yr

Each player is valued on what he was expected to produce at the time of the trade, versus what he actually produced for his new team.

Expected WAR blends a player's pedigree (Baseball America rank / draft slot, or a baseline) with his recent track record, projected over the years of team control acquired. The ± band is the uncertainty — wide for unproven prospects, tight for established veterans. Surplus values that production at the FA market price of a win (~$8M/WAR) minus salary — so cost-controlled players carry large surplus and expensive ones little, even at the same WAR. Who won is descriptive, not a skill claim: ~99% of a trade's outcome is unforeseeable at the time.

Historically these expected values are unbiased and land within ±2 WAR of reality 75% of the time — yet the side the model favors actually comes out ahead only 53% of the time. The grade is a calibrated bet, not a prediction. Why trades are an efficient market →