Rosternomics
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August 30, 1990

NYMMIL

NYM won this trade +$6.4M surplus NYM won this trade +2.1 WAR
NYMNYM Frank Cashen net +$6.4M net +2.1
received +$28.8M+$27.2M ± $71M expected surplus · +$4.8M realized received 6.7 ± 9 expected · 2.5 realized WAR
Playoff odds: this deal moved NYM's 1990 odds 90% → 90% (-0.7 pts) — how trade timing is graded ↗
receives — most valuable first
Charlie O'BrienC·30y·R/R
+$24.8M+$24.8M± $34M exp surplusrealized +$4.8M 5.4± 4 exp WARrealized 2.5
Prior
no pedigree — league baseline → 0.21/yr
Evidence
recent form 3.6/yr over 0.7 season
Talent
1.46/yr blended
Horizon
4.4 control yrs × 0.85 age decline
Kevin CarmodyP·25y·L/L
+$4.0M+$2.4M± $62M exp surplusrealized +$0.0M 1.3± 8 exp WARrealized 0.0
Prior
#653 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
MILMIL Harry Dalton net −$6.4M net -2.1
received +$8.0M+$8.0M ± $78M expected surplus · −$1.6M realized received 3.4 ± 10 expected · 0.4 realized WAR
Playoff odds: this deal moved MIL's 1990 odds 4% → 4% (+0.3 pts) — how trade timing is graded ↗
receives — most valuable first
Julio MachadoP·25y·R/R
+$6.4M+$6.4M± $52M exp surplusrealized −$2.4M 2.2± 6 exp WARrealized 0.0
Prior
no pedigree — league baseline → 0.21/yr
Evidence
recent form 1.1/yr over 0.3 season
Talent
0.40/yr blended
Horizon
5.5 control yrs
Kevin BrownP·24y·L/L
+$1.6M+$1.6M± $58M exp surplusrealized +$0.8M 1.2± 7 exp WARrealized 0.4
Prior
no pedigree — league baseline → 0.21/yr
Evidence
no MLB track record — leans on pedigree
Talent
0.21/yr blended
Horizon
5.5 control yrs

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 →