Rosternomics
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April 1, 1987

PITSTL

PIT won this trade +$292.0M surplus PIT won this trade +42.3 WAR
PITPIT Syd Thrift net +$292.0M net +42.3
received +$80.0M+$80.0M ± $78M expected surplus · +$264.0M realized received 15.0 ± 10 expected · 45.6 realized WAR
Playoff odds: this deal moved PIT's 1987 odds 4% → 39% (+34.5 pts) — how trade timing is graded ↗
receives — most valuable first
Andy Van SlykeOF·27y·L/R
+$63.2M+$63.2M± $33M exp surplusrealized +$209.6M 9.9± 4 exp WARrealized 31.1
Prior
no pedigree — league baseline → 0.21/yr
Evidence
recent form 3.6/yr over 1.5 season
Talent
2.46/yr blended
Horizon
4.0 control yrs
Mike LaValliereC·27y·L/R
+$15.2M+$15.2M± $42M exp surplusrealized +$50.4M 3.9± 5 exp WARrealized 12.7
Prior
no pedigree — league baseline → 0.21/yr
Evidence
recent form 1.6/yr over 0.9 season
Talent
0.80/yr blended
Horizon
5.0 control yrs × 0.98 age decline
Mike DunneP·25y·R/R
+$1.6M+$1.6M± $58M exp surplusrealized +$4.0M 1.2± 7 exp WARrealized 1.8
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
STLSTL Dal Maxvill net −$292.0M net -42.3
received +$89.6M+$89.6M ± $30M expected surplus · −$28.0M realized received 10.2 ± 4 expected · 3.3 realized WAR
Playoff odds: this deal moved STL's 1987 odds 82% → 24% (-57.7 pts) — how trade timing is graded ↗
receives — most valuable first
Tony PeñaC·30y·R/R
+$89.6M+$89.6M± $30M exp surplusrealized −$28.0M 10.2± 4 exp WARrealized 3.3
Prior
no pedigree — league baseline → 0.21/yr
Evidence
recent form 3.4/yr over 1.6 season
Talent
2.74/yr blended
Horizon
4.0 control yrs × 0.93 age decline

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 →