Rosternomics
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January 23, 2007

OAKCIN

OAK won this trade +$4.0M surplus OAK won this trade +0.3 WAR
OAKOAK Billy Beane net +$4.0M net +0.3
received +$2.4M+$2.4M ± $24M expected surplus · +$0.0M realized received 1.3 ± 3 expected · 0.0 realized WAR
Playoff odds: this deal moved OAK's 2007 odds 15% → 16% (+1 pts) — how trade timing is graded ↗
receives — most valuable first
David ShaferP·25y·R/R
+$2.3M+$2.3M± $24M exp surplusrealized +$0.0M 1.3± 3 exp WARrealized 0.0
Prior
#966 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
CINCIN Dan O'Brien net −$4.0M net -0.3
received +$2.4M+$1.6M ± $8M expected surplus · −$4.0M realized received 0.4 ± 1 expected · -0.3 realized WAR
Playoff odds: this deal moved CIN's 2007 odds 8% → 7% (-0.6 pts) — how trade timing is graded ↗
receives — most valuable first
Kirk SaarloosP·28y·R/R
+$2.5M+$1.8M± $8M exp surplusrealized −$4.0M 0.4± 1 exp WARrealized -0.3
Prior
league baseline (track record outweighs draft pedigree) → 0.21/yr
Evidence
recent form 0.3/yr over 2.1 seasons
Talent
0.29/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 (composite top-100 rank / draft slot, or a baseline) with his recent track record, projected over the years of team control acquired. The ± figure is a historically calibrated predictive standard deviation, measuring how widely comparable forecasts have missed around their expected value. 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.