Rosternomics
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November 18, 1997

BOSWSN

BOS won this trade +$387.2M surplus BOS won this trade +41.9 WAR
BOSBOS Dan Duquette net +$387.2M net +41.9
received +$16.8M+$16.8M ± $15M expected surplus · +$407.2M realized received 5.7 ± 2 expected · 51.7 realized WAR
Playoff odds: this deal moved BOS's 1998 odds 53% → 77% (+24.4 pts) — how trade timing is graded ↗
receives — most valuable first
Pedro MartínezP·27y·R/R
+$16.8M+$16.8M± $15M exp surplusrealized +$407.2M 5.7± 2 exp WARrealized 51.7
Prior
no pedigree — league baseline → 0.21/yr
Evidence
recent form 5.5/yr over 2.5 seasons
Talent
3.80/yr blended
Horizon
1.5 control yr
WSNWSN Jim Beattie net −$387.2M net -41.9
received +$58.4M+$58.4M ± $82M expected surplus · +$20.0M realized received 9.9 ± 10 expected · 9.8 realized WAR
Playoff odds: this deal moved WSN's 1998 odds 6% → 2% (-3.9 pts) — how trade timing is graded ↗
receives — most valuable first
Carl Pavano#9P·22y·R/R
+$56.8M+$56.8M± $58M exp surplusrealized +$14.4M 8.7± 7 exp WARrealized 4.5
Prior
BA #9 prospect (1998) → 1.58/yr
Evidence
no MLB track record — leans on pedigree
Talent
1.58/yr blended
Horizon
5.5 control yrs
Tony ArmasP·20y·R/R
+$1.6M+$1.6M± $58M exp surplusrealized +$5.6M 1.2± 7 exp WARrealized 5.3
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 →