Using Quality Starts When Choosing Daily Fantasy Pitchers
by Adam, DFBB Handicapper, RotoPicks.com
A starting pitcher earns a quality start in any outing in which he goes at least 6 innings and allows no more than 3 earned runs. It is a very simple, yet useful measurement of how consistent a pitcher is when you see how many quality starts the pitcher has thrown. When constructing head to head or double up lineups, I argue that quality start percentage is one of the most important factors to consider.
We've said it before and we need to say it again: double ups and H2H matches only require just enough points to beat out half the competition so you just want points from every position, and you do not need a tremendous amount of them. For pitchers, a quality start is usually good enough out of your pitcher slot if you want a winning team, especially if the salary was low. Guaranteed prize pools and league games that pay out only a small percentage need more than just a quality start; you would need plenty of K as well to score enough to place in the top 10% of the league. This is why quality starts are best used in the more conservative games of double ups, 50/50s, and head to heads.
Listed below is a list of all qualifying pitchers from 2014 in order of highest quality start percentage, listed along with the number of quality starts:
| Rank | Player | Team | QS % | Quality Starts |
|---|---|---|---|---|
| 1 | Clayton Kershaw | Los Angeles Dodgers | 86.2% | 13 |
| 2 | Johnny Cueto | Cincinnati Reds | 85.3% | 29 |
| 3 | Cole Hamels | Philadelphia Phillies | 83.3% | 25 |
| 4 | Jon Lester | Boston Red Sox | 81.8% | 27 |
| 5 | Chris Sale | Chicago White Sox | 80.8% | 21 |
| 6 | Felix Hernandez | Seattle Mariners | 79.4% | 27 |
| 7 | Alex Wood | Atlanta Braves | 79.2% | 19 |
| 8 | Sonny Gray | Oakland Athletics | 78.8% | 26 |
| 9 | Corey Kluber | Cleveland Indians | 76.5% | 26 |
| 10 | Aaron Harang | Cleveland Indians | 75.8% | 25 |
| 10 | Jordan Zimmermann | Washington Nationals | 75.8% | 25 |
| 10 | Julio Teheran | Atlanta Braves | 75.8% | 25 |
| 13 | Adam Wainwright | St. Louis Cardinals | 74.3% | 26 |
| 14 | Doug Fister | Washington Nationals | 73.1% | 19 |
| 14 | Garrett Richards | Los Angeles Angels | 73.1% | 19 |
| 16 | Dallas Keuchel | Houston Astros | 72.4% | 21 |
| 17 | David Price | Tampa Bay Rays | 71.4% | 25 |
| 17 | Lance Lynn | St. Louis Cardinals | 71.4% | 25 |
| 19 | Tyson Ross | San Diego Padres | 71.0% | 22 |
| 20 | Yordano Ventura | Kansas City Royals | 70.6% | 24 |
| 21 | Jon Niese | New York Mets | 70.0% | 21 |
| 22 | Jeff Samardzija | Oakland Athletics | 69.7% | 23 |
| 22 | John Lackey | Boston Red Sox | 69.7% | 23 |
| 24 | Madison Bumgarner | San Francisco Giants | 69.2% | 27 |
| 25 | Scott Feldman | Houston Astros | 69.0% | 20 |
| 26 | Alfredo Simon | Cincinnati Reds | 68.8% | 22 |
| 26 | Wily Peralta | Milwaukee Brewers | 68.8% | 22 |
| 28 | Stephen Strasburg | Washington Nationals | 68.6% | 24 |
| 29 | Kyle Lohse | Milwaukee Brewers | 67.7% | 21 |
| 29 | Rick Porcello | Detroit Tigers | 67.7% | 21 |
| 29 | Tanner Roark | Washington Nationals | 67.7% | 21 |
| 32 | R.A. Dickey | Toronto Blue Jays | 67.6% | 23 |
| 33 | James Shields | Kansas City Royals | 66.7% | 26 |
| 33 | Zack Greinke | Los Angeles Dodgers | 66.7% | 22 |
| 35 | Jered Weaver | Los Angeles Angels | 65.7% | 23 |
| 36 | Hiroki Kuroda | New York Yankees | 65.6% | 21 |
| 36 | Jose Quintana | Chicago White Sox | 65.6% | 21 |
| 36 | Zack Wheeler | New York Mets | 65.6% | 21 |
| 39 | Max Scherzer | Detroit Tigers | 64.7% | 22 |
| 40 | Bartolo Colon | New York Mets | 64.5% | 20 |
| 41 | Jarred Cosart | Houston Astros | 63.3% | 19 |
| 42 | Alex Cobb | Tampa Bay Rays | 63.0% | 17 |
| 42 | Matt Garza | Milwaukee Brewers | 63.0% | 17 |
| 44 | Chris Archer | Tampa Bay Rays | 62.5% | 20 |
| 44 | John Danks | Chicago White Sox | 62.5% | 20 |
| 44 | Phil Hughes | Minnesota Twins | 62.5% | 20 |
| 44 | Scott Kazmir | Oakland Athletics | 62.5% | 20 |
| 44 | Yovani Gallardo | Milwaukee Brewers | 62.5% | 20 |
| 49 | Ervin Santana | Atlanta Braves | 61.3% | 19 |
| 50 | Gio Gonzalez | Washington Nationals | 60.7% | 17 |
| 50 | Hisashi Iwakuma | Seattle Mariners | 60.7% | 17 |
| 52 | Mike Leake | Cincinnati Reds | 60.6% | 20 |
| 52 | Nathan Eovaldi | Miami Marlins | 60.6% | 20 |
| 54 | Henderson Alvarez | Miami Marlins | 60.0% | 18 |
| 55 | Edinson Volquez | Pittsburgh Pirates | 59.4% | 19 |
| 55 | Mark Buehrle | Toronto Blue Jays | 59.4% | 19 |
| 55 | Tom Koehler | Miami Marlins | 59.4% | 19 |
| 58 | Miguel Gonzalez | Baltimore Orioles | 59.3% | 16 |
| 59 | Jason Hammel | Chicago Cubs | 58.6% | 17 |
| 60 | Chris Tillman | Baltimore Orioles | 58.3% | 21 |
| 61 | Ian Kennedy | San Diego Padres | 57.6% | 19 |
| 61 | Jason Vargas | Kansas City Royals | 57.6% | 19 |
| 61 | Wade Miley | Arizona Diamondbacks | 57.6% | 19 |
| 64 | Dan Haren | Los Angeles Dodgers | 56.2% | 18 |
| 65 | Hector Noesi | Texas Rangers | 55.6% | 15 |
| 65 | Jake Peavy | Boston Red Sox | 55.6% | 20 |
| 67 | Chris Young | Washington Nationals | 55.2% | 16 |
| 68 | Justin Verlander | Detroit Tigers | 54.5% | 18 |
| 69 | Tim Hudson | San Francisco Giants | 54.3% | 19 |
| 70 | Jorge De La Rosa | Colorado Rockies | 53.1% | 17 |
| 71 | Brandon McCarthy | Arizona Diamondbacks | 50.0% | 16 |
| 72 | Kyle Gibson | Minnesota Twins | 48.4% | 15 |
| 73 | Francisco Liriano | Pittsburgh Pirates | 48.3% | 14 |
| 74 | C.J. Wilson | Los Angeles Angels | 46.9% | 15 |
| 75 | Clay Buchholz | Boston Red Sox | 46.4% | 25 |
| 76 | Jeremy Guthrie | Kansas City Royals | 45.7% | 16 |
| 77 | Wei-Yin Chen | Baltimore Orioles | 45.5% | 15 |
| 78 | Jake Odorizzi | Tampa Bay Rays | 45.2% | 14 |
| 79 | A.J. Burnett | Philadelphia Phillies | 44.1% | 15 |
| 80 | Eric Stults | San Diego Padres | 43.8% | 14 |
| 81 | Ryan Vogelsong | San Francisco Giants | 42.9% | 15 |
| 82 | Shelby Miller | St. Louis Cardinals | 42.4% | 14 |
| 83 | Kyle Kendrick | Philadelphia Phillies | 40.6% | 13 |
| 84 | Bud Norris | Baltimore Orioles | 40.0% | 12 |
| 85 | Roberto Hernandez | Philadelphia Phillies | 37.9% | 11 |
| 86 | Colby Lewis | Texas Rangers | 27.6% | 8 |
| 86 | Roenis Elias | Seattle Mariners | 27.6% | 8 |
| 88 | Drew Hutchison | Toronto Blue Jays | 0.0% | 12 |
| 88 | Josh Collmenter | Arizona Diamondbacks | 0.0% | 14 |
| 88 | Travis Wood | Chicago Cubs | 0.0% | 13 |
Since quality starts do not include wins, here is the list of qualifying pitchers from 2014, ranked by winning percentage:
| Rank | Player | Team | Pos | Value |
|---|---|---|---|---|
| 1 | Clayton Kershaw | Los Angeles Dodgers | SP | 0.808 |
| 2 | Garrett Richards | Los Angeles Angels | SP | 0.765 |
| 3 | Max Scherzer | Detroit Tigers | SP | 0.750 |
| 3 | Chris Sale | Chicago White Sox | SP | 0.750 |
| 5 | Doug Fister | Washington Nationals | SP | 0.739 |
| 6 | Jordan Zimmermann | Washington Nationals | SP | 0.737 |
| 7 | Felix Hernandez | Seattle Mariners | SP | 0.714 |
| 8 | Chris Tillman | Baltimore Orioles | SP | 0.700 |
| 9 | Wei-Yin Chen | Baltimore Orioles | SP | 0.696 |
| 10 | Johnny Cueto | Cincinnati Reds | SP | 0.690 |
| 11 | Zack Greinke | Los Angeles Dodgers | SP | 0.680 |
| 12 | Adam Wainwright | St. Louis Cardinals | SP | 0.667 |
| 12 | Madison Bumgarner | San Francisco Giants | SP | 0.667 |
| 12 | Corey Kluber | Cleveland Indians | SP | 0.667 |
| 12 | Jered Weaver | Los Angeles Angels | SP | 0.667 |
| 12 | Bud Norris | Baltimore Orioles | SP | 0.667 |
| 17 | Henderson Alvarez | Miami Marlins | SP | 0.632 |
| 18 | Scott Kazmir | Oakland Athletics | SP | 0.625 |
| 18 | Hisashi Iwakuma | Seattle Mariners | SP | 0.625 |
| 20 | Edinson Volquez | Pittsburgh Pirates | SP | 0.619 |
| 21 | Phil Hughes | Minnesota Twins | SP | 0.615 |
| 22 | Wily Peralta | Milwaukee Brewers | SP | 0.607 |
| 23 | James Shields | Kansas City Royals | SP | 0.600 |
| 23 | Yordano Ventura | Kansas City Royals | SP | 0.600 |
| 23 | John Lackey | Boston Red Sox | SP | 0.600 |
| 23 | Lance Lynn | St. Louis Cardinals | SP | 0.600 |
| 23 | Alfredo Simon | Cincinnati Reds | SP | 0.600 |
| 28 | Jon Lester | Boston Red Sox | SP | 0.593 |
| 29 | Kyle Lohse | Milwaukee Brewers | SP | 0.591 |
| 30 | Sonny Gray | Oakland Athletics | SP | 0.583 |
| 30 | Ervin Santana | Atlanta Braves | SP | 0.583 |
| 32 | Tanner Roark | Washington Nationals | SP | 0.577 |
| 33 | Dallas Keuchel | Houston Astros | SP | 0.571 |
| 33 | Chris Young | Washington Nationals | SP | 0.571 |
| 35 | Mark Buehrle | Toronto Blue Jays | SP | 0.565 |
| 36 | Jorge De La Rosa | Colorado Rockies | SP | 0.560 |
| 37 | Justin Verlander | Detroit Tigers | SP | 0.556 |
| 38 | Josh Collmenter | Arizona Diamondbacks | SP | 0.550 |
| 38 | Hiroki Kuroda | New York Yankees | SP | 0.550 |
| 40 | Jason Vargas | Kansas City Royals | SP | 0.545 |
| 41 | Jarred Cosart | Houston Astros | SP | 0.542 |
| 41 | Dan Haren | Los Angeles Dodgers | SP | 0.542 |
| 41 | C.J. Wilson | Los Angeles Angels | SP | 0.542 |
| 44 | Stephen Strasburg | Washington Nationals | SP | 0.538 |
| 44 | Jeremy Guthrie | Kansas City Royals | SP | 0.538 |
| 46 | David Price | Tampa Bay Rays | SP | 0.536 |
| 46 | Bartolo Colon | New York Mets | SP | 0.536 |
| 46 | Rick Porcello | Detroit Tigers | SP | 0.536 |
| 49 | Chris Archer | Tampa Bay Rays | SP | 0.526 |
| 49 | Shelby Miller | St. Louis Cardinals | SP | 0.526 |
| 49 | Alex Cobb | Tampa Bay Rays | SP | 0.526 |
| 52 | Kyle Gibson | Minnesota Twins | SP | 0.520 |
| 53 | Julio Teheran | Atlanta Braves | SP | 0.518 |
| 53 | R.A. Dickey | Toronto Blue Jays | SP | 0.518 |
| 55 | Alex Wood | Atlanta Braves | SP | 0.500 |
| 55 | John Danks | Chicago White Sox | SP | 0.500 |
| 55 | Matt Garza | Milwaukee Brewers | SP | 0.500 |
| 55 | Miguel Gonzalez | Baltimore Orioles | SP | 0.500 |
| 55 | Ian Kennedy | San Diego Padres | SP | 0.500 |
| 55 | Tom Koehler | Miami Marlins | SP | 0.500 |
| 55 | Aaron Harang | Cleveland Indians | SP | 0.500 |
| 55 | Zack Wheeler | New York Mets | SP | 0.500 |
| 55 | Cole Hamels | Philadelphia Phillies | SP | 0.500 |
| 55 | Gio Gonzalez | Washington Nationals | SP | 0.500 |
| 65 | Tyson Ross | San Diego Padres | SP | 0.481 |
| 66 | Jason Hammel | Chicago Cubs | SP | 0.476 |
| 67 | Mike Leake | Cincinnati Reds | SP | 0.458 |
| 67 | Drew Hutchison | Toronto Blue Jays | SP | 0.458 |
| 67 | Jake Odorizzi | Tampa Bay Rays | SP | 0.458 |
| 70 | Roenis Elias | Seattle Mariners | SP | 0.455 |
| 71 | Jon Niese | New York Mets | SP | 0.450 |
| 71 | Jose Quintana | Chicago White Sox | SP | 0.450 |
| 73 | Kyle Kendrick | Philadelphia Phillies | SP | 0.435 |
| 74 | Clay Buchholz | Boston Red Sox | SP | 0.421 |
| 74 | Roberto Hernandez | Philadelphia Phillies | SP | 0.421 |
| 74 | Yovani Gallardo | Milwaukee Brewers | SP | 0.421 |
| 77 | Colby Lewis | Texas Rangers | SP | 0.417 |
| 78 | Francisco Liriano | Pittsburgh Pirates | SP | 0.412 |
| 79 | Brandon McCarthy | Arizona Diamondbacks | SP | 0.400 |
| 79 | Scott Feldman | Houston Astros | SP | 0.400 |
| 79 | Hector Noesi | Texas Rangers | RP | 0.400 |
| 79 | Wade Miley | Arizona Diamondbacks | SP | 0.400 |
| 83 | Tim Hudson | San Francisco Giants | SP | 0.391 |
| 84 | Ryan Vogelsong | San Francisco Giants | SP | 0.381 |
| 84 | Travis Wood | Chicago Cubs | SP | 0.381 |
| 86 | Jeff Samardzija | Oakland Athletics | SP | 0.350 |
| 87 | Jake Peavy | Boston Red Sox | SP | 0.348 |
| 88 | Eric Stults | San Diego Padres | SP | 0.320 |
| 89 | A.J. Burnett | Philadelphia Phillies | SP | 0.308 |
| 90 | Nathan Eovaldi | Miami Marlins | SP | 0.300 |
Last but not least, quality starts do not factor in strikeouts, so here are all the qualifying pitchers from 2014, ranked in order by K%, for your viewing pleasure:
| Rank | Player | Team | Pos | Value |
|---|---|---|---|---|
| 1 | Clayton Kershaw | Los Angeles Dodgers | SP | 32.2% |
| 2 | Chris Sale | Chicago White Sox | SP | 30.4% |
| 3 | Corey Kluber | Cleveland Indians | SP | 28.3% |
| 4 | Max Scherzer | Detroit Tigers | SP | 27.7% |
| 5 | Stephen Strasburg | Washington Nationals | SP | 27.3% |
| 6 | Felix Hernandez | Seattle Mariners | SP | 27.2% |
| 7 | David Price | Tampa Bay Rays | SP | 26.6% |
| 8 | Francisco Liriano | Pittsburgh Pirates | SP | 25.3% |
| 9 | Zack Greinke | Los Angeles Dodgers | SP | 25.3% |
| 10 | Johnny Cueto | Cincinnati Reds | SP | 25.2% |
| 11 | Madison Bumgarner | San Francisco Giants | SP | 24.7% |
| 12 | Jon Lester | Boston Red Sox | SP | 24.6% |
| 13 | Alex Wood | Atlanta Braves | SP | 24.5% |
| 14 | Ian Kennedy | San Diego Padres | SP | 24.5% |
| 15 | Gio Gonzalez | Washington Nationals | SP | 24.3% |
| 16 | Jake Odorizzi | Tampa Bay Rays | SP | 24.2% |
| 17 | Garrett Richards | Los Angeles Angels | SP | 24.2% |
| 18 | Tyson Ross | San Diego Padres | SP | 24.0% |
| 19 | Cole Hamels | Philadelphia Phillies | SP | 23.9% |
| 20 | Zack Wheeler | New York Mets | SP | 23.5% |
| 21 | Drew Hutchison | Toronto Blue Jays | SP | 23.4% |
| 22 | Jeff Samardzija | Oakland Athletics | SP | 23.0% |
| 23 | Jordan Zimmermann | Washington Nationals | SP | 22.7% |
| 24 | Jason Hammel | Chicago Cubs | SP | 22.1% |
| 25 | Ervin Santana | Atlanta Braves | SP | 21.9% |
| 26 | Alex Cobb | Tampa Bay Rays | SP | 21.9% |
| 27 | Phil Hughes | Minnesota Twins | SP | 21.8% |
| 28 | Hisashi Iwakuma | Seattle Mariners | SP | 21.7% |
| 29 | Jose Quintana | Chicago White Sox | SP | 21.4% |
| 30 | Wade Miley | Arizona Diamondbacks | SP | 21.1% |
| 31 | Scott Kazmir | Oakland Athletics | SP | 21.1% |
| 32 | Chris Archer | Tampa Bay Rays | SP | 21.1% |
| 33 | Julio Teheran | Atlanta Braves | SP | 21.0% |
| 34 | Lance Lynn | St. Louis Cardinals | SP | 21.0% |
| 35 | Brandon McCarthy | Arizona Diamondbacks | SP | 20.9% |
| 36 | Roenis Elias | Seattle Mariners | SP | 20.6% |
| 37 | Sonny Gray | Oakland Athletics | SP | 20.4% |
| 38 | A.J. Burnett | Philadelphia Phillies | SP | 20.3% |
| 39 | Bud Norris | Baltimore Orioles | SP | 20.2% |
| 40 | Adam Wainwright | St. Louis Cardinals | SP | 19.8% |
| 40 | C.J. Wilson | Los Angeles Angels | SP | 19.8% |
| 42 | John Lackey | Boston Red Sox | SP | 19.8% |
| 43 | Yordano Ventura | Kansas City Royals | SP | 19.5% |
| 44 | Jered Weaver | Los Angeles Angels | SP | 19.2% |
| 45 | Tom Koehler | Miami Marlins | SP | 19.1% |
| 46 | Ryan Vogelsong | San Francisco Giants | SP | 19.0% |
| 47 | James Shields | Kansas City Royals | SP | 18.9% |
| 48 | R.A. Dickey | Toronto Blue Jays | SP | 18.9% |
| 49 | Dan Haren | Los Angeles Dodgers | SP | 18.7% |
| 49 | Travis Wood | Chicago Cubs | SP | 18.7% |
| 51 | Matt Garza | Milwaukee Brewers | SP | 18.5% |
| 52 | Aaron Harang | Cleveland Indians | SP | 18.4% |
| 52 | Wily Peralta | Milwaukee Brewers | SP | 18.4% |
| 54 | Mike Leake | Cincinnati Reds | SP | 18.2% |
| 55 | Jorge De La Rosa | Colorado Rockies | SP | 18.1% |
| 56 | Dallas Keuchel | Houston Astros | SP | 18.1% |
| 57 | Jake Peavy | Boston Red Sox | SP | 17.9% |
| 58 | Clay Buchholz | Boston Red Sox | SP | 17.9% |
| 59 | Yovani Gallardo | Milwaukee Brewers | SP | 17.9% |
| 60 | Bartolo Colon | New York Mets | SP | 17.8% |
| 61 | Justin Verlander | Detroit Tigers | SP | 17.8% |
| 62 | Hiroki Kuroda | New York Yankees | SP | 17.8% |
| 63 | Wei-Yin Chen | Baltimore Orioles | SP | 17.6% |
| 64 | Jon Niese | New York Mets | SP | 17.6% |
| 65 | Colby Lewis | Texas Rangers | SP | 17.4% |
| 66 | Chris Tillman | Baltimore Orioles | SP | 17.4% |
| 67 | Tanner Roark | Washington Nationals | SP | 17.4% |
| 68 | Kyle Lohse | Milwaukee Brewers | SP | 17.3% |
| 69 | Edinson Volquez | Pittsburgh Pirates | SP | 17.2% |
| 70 | Hector Noesi | Texas Rangers | RP | 16.8% |
| 71 | Shelby Miller | St. Louis Cardinals | SP | 16.6% |
| 71 | Nathan Eovaldi | Miami Marlins | SP | 16.6% |
| 73 | Miguel Gonzalez | Baltimore Orioles | SP | 16.5% |
| 74 | Jason Vargas | Kansas City Royals | SP | 16.3% |
| 75 | Josh Collmenter | Arizona Diamondbacks | SP | 16.0% |
| 76 | Chris Young | Washington Nationals | SP | 15.7% |
| 77 | Tim Hudson | San Francisco Giants | SP | 15.5% |
| 78 | Alfredo Simon | Cincinnati Reds | SP | 15.5% |
| 79 | Rick Porcello | Detroit Tigers | SP | 15.4% |
| 80 | John Danks | Chicago White Sox | SP | 15.1% |
| 81 | Jarred Cosart | Houston Astros | SP | 15.0% |
| 82 | Doug Fister | Washington Nationals | SP | 14.7% |
| 83 | Eric Stults | San Diego Padres | SP | 14.5% |
| 84 | Roberto Hernandez | Philadelphia Phillies | SP | 14.5% |
| 85 | Henderson Alvarez | Miami Marlins | SP | 14.4% |
| 86 | Kyle Gibson | Minnesota Twins | SP | 14.1% |
| 87 | Jeremy Guthrie | Kansas City Royals | SP | 14.1% |
| 88 | Kyle Kendrick | Philadelphia Phillies | SP | 14.0% |
| 88 | Scott Feldman | Houston Astros | SP | 14.0% |
| 90 | Mark Buehrle | Toronto Blue Jays | SP | 13.9% |
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