Daily Notes, With Some Expected wRC+ Leaderboards
Table of Contents
Here’s the table of contents for today’s edition of Daily Notes.
1. Expected wRC+ Leaderboards
2. Two Notable Games (Including MLB.TV Free Game)
3. Today’s Complete Schedule
Expected wRC+ Leaderboards
A Note on Expected wRC+
Last week in these electronic pages, I looked at what I called “Expected wRC+” for batters in May. Expected wRC+ is essentially a version of Bradley Woodrum’s Should Hit formula (itself more or less a FIP for hitters, but with BABIP included) but using regressed (as opposed to raw) home-run, walk, and strikeout rates as the inputs. Also, in this case, BABIP is replaced by expected BABIP (xBABIP), per the formula (adjusted for 2012 league averages) proposed by user slash12 at Beyond the Boxscore in 2009.
The idea here is to estimate something like a player’s true talent over the course of X plate appearances. Indeed, the methodology isn’t flawless: wRC+ is a park-adjusted stat, for example, while the inputs are expressly not park-adjusted. (And, for that reason, Expected wOBA might be a preferable alternative.)
Because today’s slate of games isn’t entirely riveting, I’ve summoned from inside my computer machine the following Expected wRC+ leader- and laggardboards. (Click here to see a spreadsheet for all 385 batters with more than 50 plate appearances.)
Expected wRC+ Leaders, 2012
Here are the leaders in Expected wRC+ (xRC+, in this case) for all batters with at least 50 plate appearances in 2012:
Name | Team | PA | xHR% | xBB% | xK% | xBABIP | xRC+ |
---|---|---|---|---|---|---|---|
Joey Votto | Reds | 236 | 3.6% | 19.5% | 18.2% | .377 | 178 |
Josh Hamilton | Rangers | 235 | 7.6% | 9.4% | 20.4% | .327 | 169 |
Matt Kemp | Dodgers | 144 | 5.3% | 12.8% | 20.7% | .356 | 165 |
David Wright | Mets | 230 | 2.9% | 16.1% | 13.0% | .332 | 150 |
Curtis Granderson | Yankees | 248 | 6.1% | 12.1% | 25.0% | .319 | 147 |
Adam Dunn | White Sox | 245 | 6.5% | 19.2% | 36.7% | .311 | 146 |
Lyle Overbay | Diamondbacks | 75 | 2.6% | 10.7% | 18.4% | .382 | 145 |
Austin Kearns | Marlins | 54 | 3.1% | 8.1% | 19.8% | .388 | 143 |
Paul Konerko | White Sox | 209 | 4.5% | 11.0% | 16.3% | .313 | 139 |
David Ortiz | Red Sox | 239 | 4.9% | 11.7% | 13.4% | .286 | 138 |
Notes
The presence of both Lyle Overbay and Austin Kearns on this list suggests that xBABIP itself could use some regression (although, by how much is a question I surely could not answer) — or at least that maybe 100 plate appearances represents a more sensible minimum than 50. Nos. 11 and 12 on this list will not surprise anyone, however: Ryan Braun (135 xRC+) and Joe Mauer (134 xRC+).
Expected wRC+ Laggards, 2012
Here are the bottom 10 hitters this season by Expected wRC+:
Name | Team | PA | xHR% | xBB% | xK% | xBABIP | xRC+ |
---|---|---|---|---|---|---|---|
Ryan Raburn | Tigers | 135 | 1.8% | 6.7% | 25.3% | .207 | 31 |
Rick Ankiel | Nationals | 139 | 2.4% | 7.0% | 32.1% | .233 | 39 |
Danny Valencia | Twins | 103 | 2.0% | 5.0% | 21.4% | .213 | 39 |
Don Kelly | Tigers | 83 | 2.2% | 9.8% | 17.4% | .164 | 40 |
Kurt Suzuki | Athletics | 183 | 1.0% | 4.7% | 19.1% | .238 | 43 |
Bobby Wilson | Angels | 86 | 1.8% | 7.7% | 17.7% | .196 | 44 |
Daric Barton | Athletics | 126 | 1.8% | 12.6% | 23.1% | .192 | 45 |
Gaby Sanchez | Marlins | 131 | 1.8% | 6.9% | 17.8% | .207 | 46 |
Chris Heisey | Reds | 146 | 1.7% | 5.2% | 21.8% | .237 | 46 |
Chad Tracy | Nationals | 55 | 3.1% | 8.0% | 19.0% | .176 | 47 |
Notes
Of note: four of these hitters (Raburn, Valencia, Wilson, and Sanchez) actually have higher Expected wRC+s than actual wRC+. Raburn has an 11 wRC+ in 135 plate appearances. It’s difficult to imagine a scenario where he’s happy with that.
Potential wRC+ Risers, Maybe
Here are 10 players whose Expected wRC+s are greater than their actual wRC+s:
Name | Team | PA | xHR% | xBB% | xK% | xBABIP | xRC+ | wRC+ | Diff |
---|---|---|---|---|---|---|---|---|---|
Endy Chavez | Orioles | 89 | 2.1% | 5.6% | 18.0% | .295 | 86 | -9 | 95 |
Chris Coghlan | Marlins | 89 | 2.1% | 7.6% | 15.3% | .295 | 97 | 2 | 95 |
Eric Sogard | Athletics | 71 | 2.6% | 7.3% | 18.3% | .312 | 104 | 18 | 86 |
Wilson Valdez | Reds | 51 | 2.1% | 6.2% | 19.5% | .276 | 76 | 1 | 75 |
Marlon Byrd | – – – | 152 | 1.6% | 4.5% | 20.4% | .341 | 94 | 19 | 75 |
Cesar Izturis | Brewers | 91 | 2.1% | 6.0% | 11.7% | .307 | 104 | 33 | 71 |
Nate McLouth | Pirates | 62 | 2.0% | 8.2% | 23.4% | .273 | 73 | 7 | 66 |
Kosuke Fukudome | White Sox | 51 | 2.1% | 10.2% | 18.9% | .298 | 99 | 34 | 65 |
Xavier Nady | Nationals | 91 | 2.8% | 7.5% | 21.7% | .296 | 93 | 29 | 64 |
Aaron Cunningham | Indians | 68 | 2.0% | 9.0% | 17.3% | .308 | 101 | 38 | 63 |
Potential wRC+ Risers, Maybe (More than 100 Plate Appearances)
And because the above list is irksome in some real way, here’s a version of it, except using 100 plate appearances as the minimum plate-appearance threshold:
Name | Team | PA | xHR% | xBB% | xK% | xBABIP | xRC+ | wRC+ | Diff |
---|---|---|---|---|---|---|---|---|---|
Marlon Byrd | – – – | 152 | 1.6% | 4.5% | 20.4% | .341 | 94 | 19 | 75 |
Brent Morel | White Sox | 125 | 1.5% | 6.6% | 29.3% | .311 | 68 | 13 | 55 |
Manny Burriss | Giants | 116 | 1.6% | 8.0% | 16.4% | .302 | 93 | 38 | 55 |
Coco Crisp | Athletics | 124 | 1.5% | 7.2% | 13.4% | .254 | 73 | 19 | 54 |
Andy Parrino | Padres | 106 | 2.0% | 9.4% | 25.1% | .322 | 95 | 43 | 52 |
Ramon Santiago | Tigers | 100 | 2.1% | 8.7% | 13.8% | .286 | 97 | 50 | 47 |
Geovany Soto | Cubs | 104 | 2.7% | 9.0% | 18.7% | .273 | 91 | 44 | 47 |
Miguel Olivo | Mariners | 117 | 2.9% | 4.4% | 21.6% | .311 | 92 | 46 | 46 |
Ryan Theriot | Giants | 108 | 1.7% | 7.8% | 11.4% | .327 | 114 | 69 | 45 |
Ramon Hernandez | Rockies | 101 | 3.0% | 6.6% | 14.4% | .277 | 98 | 59 | 39 |
Potential wRC+ Fallers, Maybe
Here are the 10 batters whose wRC+s most greatly exceed their Expected wRC+s:
Name | Team | PA | xHR% | xBB% | xK% | xBABIP | xRC+ | wRC+ | Diff |
---|---|---|---|---|---|---|---|---|---|
Allen Craig | Cardinals | 81 | 4.2% | 8.4% | 19.5% | .318 | 125 | 212 | -87 |
Scott Hairston | Mets | 107 | 4.3% | 7.3% | 21.5% | .253 | 90 | 162 | -72 |
Chad Tracy | Nationals | 55 | 3.1% | 8.0% | 18.8% | .176 | 48 | 116 | -68 |
Mark Trumbo | Angels | 194 | 4.9% | 7.2% | 22.2% | .294 | 114 | 180 | -66 |
Quintin Berry | Tigers | 65 | 2.0% | 7.6% | 22.8% | .306 | 87 | 146 | -59 |
Josh Willingham | Twins | 223 | 4.3% | 13.9% | 22.9% | .270 | 114 | 173 | -59 |
Jonathan Lucroy | Brewers | 151 | 2.9% | 5.5% | 14.6% | .304 | 105 | 164 | -59 |
Mike Moustakas | Royals | 206 | 3.8% | 7.8% | 18.0% | .211 | 72 | 131 | -59 |
Jerry Hairston | Dodgers | 104 | 2.0% | 8.5% | 11.9% | .272 | 94 | 152 | -58 |
Laynce Nix | Phillies | 51 | 2.8% | 8.7% | 20.0% | .313 | 107 | 165 | -58 |
Notes
The aforementioned Austin Kearns is in 11th place on this list.
Two Notable Games
Texas at Oakland | 15:35 ET ***MLB.TV Free Game***
Yu Darvish pitches for Texas. Status Update: 67.1 IP, 24.3% K, 12.6% BB, 47.0% GB, 3.87 SIERA, 92 xFIP-, 1.4 WAR.
Readers’ Preferred Broadcast: Texas Radio.
Tampa Bay at New York AL | 19:05 ET
The Yankees have taken the first two games of this series (box, box). David Price (73.2 IP, 82 xFIP-, 1.6 WAR) faces CC Sabathia (78.1 IP, 81 xFIP-, 1.4 WAR).
Readers’ Preferred Broadcast: Tampa Bay Radio.
Today’s Complete Schedule
Here’s the complete schedule for all of today’s games, with our very proprietary watchability (NERD) scores for each one. Pitching probables and game times aggregated from MLB.com and RotoWire. The average NERD Game Score for today is 4.9.
Note: the following Game Scores include the poorly conceived playoff-odds adjustment discussed in a recent edition of Daily Notes. Also note: the following table is entirely sortable.

Away | SP | Tm. | Gm. | Tm. | SP | Home | Time | ||
---|---|---|---|---|---|---|---|---|---|
Derek Lowe | CLE | 2 | 4 | 5 | 4 | 6 | DET | Casey Crosby* | 13:05 |
Aaron Harang | LAN | 4 | 5 | 6 | 4 | 9 | PHI | Cole Hamels | 13:05 |
R.A. Dickey | NYN | 10 | 1 | 7 | 5 | 5 | WAS | Chien-Ming Wang* | 13:05 |
Matt Garza | CHN | 7 | 3 | 2 | 5 | 0 | MIL | Randy Wolf | 14:10 |
Matt Cain | SF | 6 | 4 | 3 | 5 | 0 | SD | Jason Marquis | 15:35 |
Yu Darvish | TEX | 6 | 10 | 4 | 2 | 4 | OAK | Brandon McCarthy | 15:35 |
David Price | TB | 8 | 5 | 8 | 6 | 8 | NYA | CC Sabathia | 19:05 |
Mike Minor | ATL | 5 | 7 | 5 | 4 | 3 | MIA | Mark Buehrle | 19:10 |
Brian Matusz | BAL | 4 | 5 | 5 | 5 | 2 | BOS | Clay Buchholz | 19:10 |
Kevin Correia | PIT | 0 | 2 | 3 | 4 | 6 | CIN | Mike Leake | 19:10 |
Lance Lynn | STL | 7 | 10 | 6 | 5 | 6 | HOU | J.A. Happ | 20:05 |
Henderson Alvarez | TOR | 4 | 6 | 5 | 6 | 6 | CHA | Jake Peavy | 20:10 |
To learn more about Pitcher and Team NERD scores click here.
To learn how Game NERD Scores are calculated, click here.
* = Fewer than 20 IP, NERD at discretion of very handsome author.
Carson Cistulli has published a book of aphorisms called Spirited Ejaculations of a New Enthusiast.
Admirable restraint on the Dickey-Wang matchup, sir.
You may have inadvertently overlooked the Wang-Johnson duel last week but I feel certain that you have deliberately sidestepped this one, having read the comments on said Daily Notes.
Your dedication to keeping fangraphs family-friendly is an inspiration to us all.
I’m of the school of thought that really any name — perhaps any word at all — can be used as/already is a euphemism for all or part of the male genitalia.
For example: “Ouch, he got that one right in the sabathias.”
Or: “Ouch, I got my allen craig stuck in my zipper.”
So, you see, every pitching matchup is a comedy joke for me. That’s, like, 95% of the reason I write these Notes.
The first three Away starters do it for me, on this particular edition of Daily Notes:
Does your Dickey Harang Lowe?
I wouldn’t call mine a Mike Minor or a Grady Little. If you know what I mean.