Rosternomics
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August 26, 1996

MINBOS

MIN won this trade +$5.6M surplus MIN won this trade +0.6 WAR
MINMIN Terry Ryan net +$5.6M net +0.6
received +$0.0M+$0.0M ± $41M expected surplus · +$0.0M realized received 0.5 ± 5 expected · 0.0 realized WAR
Playoff odds: this deal moved MIN's 1996 odds 7% → 7% (+0.4 pts) — how trade timing is graded ↗
receives — most valuable first
Brian LooneyP·27y·L/L
+$0.0M+$0.0M± $41M exp surplusrealized +$0.0M 0.5± 5 exp WARrealized 0.0
Prior
#269 overall draft pick — at the league baseline → 0.21/yr
Evidence
recent form -0.4/yr over 0.2 season
Talent
0.12/yr blended
Horizon
4.0 control yrs
BOSBOS Dan Duquette net −$5.6M net -0.6
received −$3.2M−$3.2M ± $31M expected surplus · −$5.6M realized received 0.0 ± 4 expected · -0.6 realized WAR
Playoff odds: this deal moved BOS's 1996 odds 11% → 10% (-0.6 pts) — how trade timing is graded ↗
receives — most valuable first
Pat MahomesP·26y·R/R
−$3.2M−$3.2M± $31M exp surplusrealized −$5.6M 0.0± 4 exp WARrealized -0.6
Prior
league baseline (track record outweighs draft pedigree) → 0.21/yr
Evidence
recent form -0.5/yr over 1.9 season
Talent
-0.25/yr blended
Horizon
4.0 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 →