Archive for Justin Masterson

I’m a dweller in general. In slow drafts, I am the ultimate dweller. In the past, I would have ten+ tabs open at a given time when my draft slots were approaching: FanGraphs player profiles; RotoGraphs consensus rankings; Brooks Baseball Player Cards; BP’s PITCHf/x leaderboard; Rotoworld player news; the list goes on.

Then, prior to draft season, Jeff, Eno and I worked on these Arsenal Scores so that you can compare pitcher repertoires. You now have a go-to pitcher matrix if you’re dwelling on a cluster of pitchers.

Last week, Jeff Zimmerman furnished this glorious Hitter Analytics post, which provided us with a go-to hitter matrix when we’re dwelling on a cluster of hitters.

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This week, Eno presented Pitch Arsenal scores. There were a sundry of impactful responses which will result in a more comprehensive score in the future, such as incorporating pitch usage; a dominating pitch used more should be scored higher than a pitch with the same results that is used less.

The other clear requirement is associating weight to the outcomes in which Eno evaluated: whiff per swings and grounder to fly ratios. That is all this post will get at. It sounds like follow-up scores may incorporate pop-up% and zone% as well. Again, we are looking for undervalued pitchers, but if we want to get more descriptive (simply presenting the results from last year), we could look at HR/FB and LD/BIP on each pitch type as well.

I did something similar in the past, and there are different approaches, but here goes.

Using BP’s PITCHf/x Leaderboard (1oo-pitch qualifier) I first found each pitch type’s Whiff/Swing and GB/FB z-score. I then weighed each z-score by swinging-strike’s (.62) and GB/FB’s (.27) average correlation to ERA, SIERA and xFIP for all pitchers over 70 innings pitched (my lazy attempt to omit relievers). What is not incorporated and should be in the future, is differentiating weights for each pitch type. For example, groundball induction is a more important requirement for Sinkers; Sliders and Change-ups should induce more whiffs as we know from these Pitch Type Benchmarks.

The seven pitch types incorporated are Fourseamers, Sinkers, Cutters, Curves, Sliders, Change-ups and Splitters. For Trevor Bauer‘s Screwball and R.A. Dickey’s Knuckleball, I went to Brooks Baseball’s player cards and used their sabermetric outcome z-scores for these two pitch types and combined the weighted z-score to the rest of their repertoire score.

The list will be distinguishable from Eno’s initial list based on the weights, but the names within each cluster will look similar.

When you get Felix Hernandez and Corey Kluber in the top 5 and Kevin Correia dead last, you know we got it right:

Notes:

• Pitchers with outcomes missing threw less than 70 IP.
• Pitch types were included only if pitches were thrown 100+ times. For example, Trevor Cahill wound up at #8 on this list. He has excellent breaking and off-speed pitches (all 1+ standard deviations more than average from a whiff/swing perspective), but his Fourseam is awful, and BP’s PITCHf/x leaderboard did not present his Fourseam outcomes based on a sub-100 pitch count as a starting pitcher so it was not included in his full arsenal/repertoire score.

Results:

Think the Indians aren’t looking on the pitch-outcome level? They have 5 pitchers in the top 55 Repertoire Scores: Carlos Carrasco and Corey Kluber are numbers 3 and 4 respectively! Newcomer Gavin Floyd is #15 on the list thanks to great breaking balls. Danny Salazar is #43 and his per-pitch outcomes were even better coming into 2014. T.J. House is the real deal at #54. And not far off is Trevor Bauer at #75 overall.

I cannot not mention that the Mets have two guys in the top 21: Zack Wheeler (#9) and Jacob deGrom #21). Harvey if healthy should join them.

As it relates to Cahill, for some value-add, I highlighted (red/green) those .50 more or less standard deviations from the mean in SwStr% and GB/FB, but also the three “luck” categories: LOB%, HR/FB and of course BABIP. Cahill ranks well in both SwStr% and GB/FB and was also relatively unlucky when it came to his BABIP and LOB% (about 65 points and 9% respectively from his career average). Cahill is a deep-league…even standard-league asset with some returned control and an ERA closer to expected ERAs below 4.00. I am thinking the magical-mystery-kind age 27 season for Cahill.

Attend to the luck stats. Carlos Martinez has one of the best repertoire scores yet had a 4.03 ERA in part due to a .333 BABIP. His xFIP (3.45) and SIERA (3.54) in conjunction with the #1 overall arsenal score should ensure he is significantly better next year.

The list verifies breakouts: Carlos Carrasco, Garrett Richards, Yordano Ventura and Tyson Ross (all top15). Ross has a devastating Slider (8th best; 100-pitch qualifier) with a solid Change from a whiff/swing perspective, but he induces a ton of grounders with his Change and Sinker (both have top 11 GB/FB rates).

The list also provides hope for Justin Masterson who wound up at #7 on the list with 2.72 Sinker score and .74 Slider score. That 2.72 Sinker score out-summed 205 other full repertoire scores, but again keep in mind that his Sinker whiff/swing of 22.88% might be 3 standard deviations better than the average Sinker whiff/swing, but that rate is under the average whiff/swing rate for Curves, Sliders, Change-ups and Splitters. This is why it is important to differentiate weights for each pitch type.

If there is a pitcher’s Repertoire score that baffles you, check out the “RepScores” tab to see which pitches were omitted and the individual pitch-type z-scores and weights under the “zWh/Sw” and “wzWh/Sw” columns. Each pitch-type score and repertoire score is in the last column, titled “Wh/Sw_Gb/Fb_Scr.”

Back to the actual value of the content though – we are looking for interesting names and patterns, which I have highlighted in Red or Yellow based on the content below:

• Trevor Cahill interests me if he never uses his Fourseamer again and can induce more grounders with his Sinker. Cahill has a nice Cutter/Slider that he used toward the end of last year too. There is more swing and miss to his game.
• Dan Straily and the Sinker Pattern: Dan Straily might not have a spot in the Cubs rotation at this point, but he has a solid Slider and induces a surprising number of pop-ups. If he can keep his HR/FB ratio down (probably more of an issue in Wrigley than the Coliseum though) and have better luck in the left-on-base department, he could become effective again. His ranking in this list though is because of an elevated Sinker value (similar to Masterson). Look out for the Sinker and take the associated rankings with a handful of salt.
• James Paxton: By name and the Mariners un-willingness to move him, you know that he is good. It’s nice that our list backs him up. While his expected ERAs were 3.50+ (about 50 points higher than his 3.04 actual ERA), he should get even better; mainly his Change-ups, which should induce more whiffs. Even if we don’t see an impressive strikeout rate next year, I think he will be able to prevent hard contact with his CCC (Change-Curve-Cutter) repertoire and Fastball velocity (17th at 95.51 MPH last year; 100-pitch qualifier).
• Shane Greene: He’s no Max Scherzer, but the Tigers finagle themselves into another Yankees-Diamondbacks swap and again may have acquired the best piece. Another potent righty, Greene had the 10th best Slider Whiff/Swing rate and 5th best Cutter Whiff/Swing rate (enough velocity differential where they are distinguishable). Unlike Masterson and Straily, his Sinker does not inflate his repertoire score. Losing Rick Porcello hurts, but Shane Greene could be even better.
• Jesse Hahn and Pitch Omissions: Similar to Masterson and Straily, Hahn’s repertoire score is inflated by his Sinker although he had a great Curve (31st best Whiff/Swing rate). His Slider and Change were omitted from his arsenal in this evaluation based on pitch-counts under 100. Both would impede on his overall score. Through this approach, Hahn’s Changeup would be valued at -.15, which would drag his repertoire score from 1.59 to 1.44. The Slider would be far worse, but he used it less than 30 times, so I won’t subtract from his overall score in case he decides to swap the pitch out altogether next year.
• Wily Peralta. This is more about confirmation than highlighting a surprising name. Peralta won’t provide haughty strikeout rates, but his 18.4% rate from last year could jump a bit based on the per-pitch outcomes/more breaking-ball usage. In a future FanGraphs+ post, his release point consistency (within-game but especially game-to-game) will be highlighted, which could be a source of deception. While the Sinker does inflate his value some here (almost a standard deviation more whiff/swing than the average Sinker), it does its job inducing grounders. His Changeup and Slider are also .55+ standard deviations better than average at inducing whiffs.

Eno already emphasized Carlos Martinez and Carlos Carrasco – both have glorious peripherals within each pitch-type beyond their Fourseams. Every pitch of theirs outside the Fourseam induced 1.5 standard deviations more whiffs/swing than average!

Watch out for Danny Salazar who (by classification) introduced a devastating Changeup in September and should output value similar to or better than Carlos Carrasco based on a haughtier strikeout rate. Salazar was probably a luckier BABIP away from a 3.5 ERA last year. In fact, unsurprisingly, each Indians starter outside of Carrasco had a BABIP .5 standard deviations over the average (70IP qualifier).

Review:

• Look for sleepers/surprises based on “Rep.Score” in column two of the embedded file as presented.
• Check out the “RepScores” tab to see if any pitch-types were removed based on pitch-counts and keep pitch-type usage in mind (counts in the 5th column).
• Remember, differentiating weights for each pitch type is not incorporated. Scroll to the right within the “RepScores” tab to view individual pitch-type scores as well as the complete repertoire/arsenal score. Watch for pitchers with Sinkers as their highest score. Sinkers whiff rates aren’t as impactful. Allen Webster has a great score, but it is inflated because of its Whiff/Swing rate. As mentioned above, the same holds true for Justin Masterson and Dan Straily among others.
•  The Diamondbacks and Yankees won’t let the Tigers finagle themselves into another deal after Shane Greene enjoys success similar to the Scherzer application.
• And finally, try to own the entire Indians rotation in your fantasy leagues.

Lance Lynn did it. He held down left-handed batters a little more often in 2014. Those freaks hit .243/.325/.372 in 378 plate appearances, for a .314 wOBA (26 points better than last year’s rate, which was also an upgrade to the previous season’s), against the St. Louis Cardinals’ right-hander this year. That, my friends, is about league average for batters from the north. And that is really all this hurler needed in order for him to be good instead of fantasy-league-average, or even league-average. He overcame his fatal flaw.

As a result, Lynn was, for fantasy baseball players, a top-25 starting pitcher by the standards of Sr. Zach Sanders. Overall, the pitcher struck out men less frequently this year, but he still fanned more than 20% of those he faced, and, once again, he also walked them less often. These leaps forward helped him to post a 2.74 ERA, a 1.26 WHIP, and, yet again, 15 wins. He earned double-digit dollars in mixed leagues in a season for the first time.

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The St. Louis Cardinals have added Justin Masterson to their rotation. The new team should be good for the right-hander, as Jeff Sullivan wrote on the non-fantasy side. Bernie Miklasz, long-time, reputable Cards beat guy and columnist, highlighted many of the same reasons. Potential positives:

• Masterson moves from perhaps the worst defensive team to perhaps the best
• If his knee is sound, which it reportedly is, then his command, velocity, etc. should rebound

In general, Masterson seems to be in a much better position to rebound for fantasy owners already. All he’s had to do is spend nearly four weeks on the disabled list and then pack his bags.

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As is the goal in real life, the goal in daily fantasy with pitchers is to avoid giving up hits, walks and runs while pitching deep into the game and striking out a lot of batters. But which of those objectives helps a pitcher earn the most fantasy points per game in Draftstreet’s daily salary cap format? Read the rest of this entry »

There are many ways to express how bad Cleveland’s rotation was in 2012. Their staff was 3rd worst in ERA, WAR, xFIP and SIERA. They were 29th in K% and 28th in BB%, which left them tied with the Twins for the worst K%-BB%. Their “best” pitcher was Zach McAllister who gave them 125.1 innings of 4.24 ERA ball. Ubaldo Jimenez continued to see his velocity decline, and his ERA was over 5.00 as a result. The man who is likely to pitch in their 2013 season opener, Justin Masterson, posted the worst ERA of his career (4.93). They had three other pitchers who threw more than 80 innings, Derek Lowe, Josh Tomlin and Jeanmar Gomez, and none of them had an ERA below 5.50.

Thankfully, it would be almost impossible for their staff to be much worse.

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Although it feels like every other week we lose another established arm to testy ligaments (or well trained ligament surgeons), it has the alternative effect of making you dig a little deeper for starters who are not only worthy of a roster spot, but ones that ought to be actual contributors. It’s the proverbial silver lining – you may experience a catastrophe, but you might discover a hidden gem in the process.

Lose a Cory Luebke? A Neftali Feliz? There are solutions.

Justin Masterson was bombed by the Seattle Mariners in his third start of the year and he almost immediately started hitting waiver wires across the contiguous fantasy landscape. Being blasted by a team that has set historic marks for offensive ineptitude is just difficult to stomach after all.

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If you want to follow the action when Cleveland’s starters are on the bump in 2012, keep your eyes glued on the infield. The Indians exercised Fausto Carmona’s $7 million option for next season and then swung a trade with Atlanta for sinkerballer Derek Lowe. With Lowe joining Carmona, Justin Masterson and Ubaldo Jimenez, Cleveland’s starting rotation will wage one serious ground war. Lowe, Masterson and Carmona ranked in the top 10 among qualified starters in ground ball percentage, and all four have a career ground ball rate north of 50 percent:

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Everyone is happy when one of their pitchers is scheduled for two starts in a week. But that is not always a good thing. Here are five pitchers you may be on the fence about (or should be on the fence) putting into your lineup for Week 19.

Brett Cecil – In his last six games, Cecil has thrown a Quality Start five times. The main thing holding him down right now is his propensity for the long ball, as he’s allowed 10 HR in 70.1 IP this year for Toronto. But this week he has home starts against OAK and ANA, two teams below average in hitting HR. ANA could give him some trouble, as their top three HR threats have combined for 40 HR and all three bat righty. All 10 of Cecil’s HR this year have been served up to RH batters. But the matchup against OAK looks good and Cecil is a guy you can likely pluck off the waiver wire and stream this week.

Matt Garza – In 21 starts this year, Garza has managed just 5 Wins. But he has an outstanding 9.02 K/9 and a respectable 3.78 ERA. His peripherals are even better, as Garza has a 3.14 xFIP, which is tied for the 10th-best mark among qualified hurlers. He’s been pitching well lately, with six Quality Starts in his last eight games. He’s been very good at home, where he squares off this week against WSN. Garza does have a road start against ATL, but the Braves have scored just 37 runs in their last 12 games. Keep Garza active this week.

Matt Harrison – The matchups are favorable for Harrison this week as he faces SEA and OAK. He’s also been pitching extremely well over his last 15 games, with a 2.57 ERA in that span. Wins have been hard to come by for Harrison this year, but he picked up a victory in three of his last four decisions over his last five starts. Get him into your lineup this week.

Daniel Hudson – Since being acquired from the White Sox last year at the trade deadline, Hudson has 17 starts at Chase Field and he is 9-4 with a 2.69 ERA and a 1.035 WHIP. This week he has home starts against the Astros and Mets, two teams that have made trades with an eye on the future which have limited their offensive firepower this season. Make sure that Hudson is active this week.

Justin Masterson – It has been a streaky season for Masterson, who started off 5-0 with a 2.11 ERA after seven starts. He then proceeded to go 0-6 in his next nine games. But Masterson is back on track since the beginning of July. He had six stars in the month and went 3-1 with a 1.58 ERA. Masterson still struggles against LHB but faces the Twins, who are playing without Justin Morneau. His other matchup is against the Tigers, which should be a little more difficult, but in two starts against Detroit this season he’s allowed 4 ER in 13.1 IP for a 2.70 ERA. He should be in your lineup this week.

Other scheduled two-start pitchers in Week 19 are listed below. Please remember that these are projected pitchers and changes can and will happen between now and next week.

Halladay, Haren, Shields, Marcum, Vogelsong, Baker, Stuaffer, W. Rodriguez, Kuroda, Jackson, Floyd, Fister, Lowe, Humber, Harden Marquis, Bailey, Pelfrey, Capuano, Morton, Guthrie, Willis, Hochevar, Britton, Hammel, Francis, Lyles, Rogers, Furbush, Hand, Wang.

Check back Sunday night for an update of two-start pitchers.

Now I want to provide some accountability and check in and see how previous recommendations turned out. There needs to be a two-week lag, since last week’s pitchers have not completed their second start yet. So here are Week 17 pitchers and how they fared.

R. De La Rosa – Advised to start. W, 11 Ks, 3.60 ERA, 1.600 WHIP, 10 IP, 4 ER
F. Garcia – Advised to start. 2 W, 11 Ks, 3.29 ERA, 1.171 WHIP, 17.2 IP, 5 ER
Karstens – Advised to sit. 8 Ks, 4.50 ERA, 1.500 WHIP, 12 IP, 6 ER
Narveson – Advised to start. W, 7 Ks, 3.86 ERA, 1.371 WHIP, 11.2 IP, 5 ER
Pavano – Advised to sit. 2 Ks, 15.00 ERA, 2.444 WHIP, 9.0 IP, 15 ER

Everyone is happy when one of their pitchers is scheduled for two starts in a week. But that is not always a good thing. Here are five pitchers you may be on the fence about (or should be on the fence) putting into your lineup for Week 11.

Bronson Arroyo – A 17-game winner a year ago, Arroyo has struggled through most of 2011. Nowhere has he struggled more than with the gopher ball, as Arroyo has allowed 16 HR in 75 IP. Eleven of those have come in his home park and this week the Reds host Jose Bautista and the Toronto Blue Jays. Arroyo has a road start in Dodger Stadium, where in six games lifetime he is 1-3 with a 4.85 ERA. Leave him on the bench this week if you have the depth.

Zach Britton – One of the top rookie pitchers, Britton has held his own pitching in the AL East. He’s been a little lucky with his BABIP (.260) and strand rate (75.7%) but has been a solid pitcher, with a 3.88 xFIP. However, Britton has a large L/R split, as the southpaw has held LHB to a .556 OPS this season. This week he has two road starts (4.94 road ERA so far this year) and he goes up against the Blue Jays, who lead the AL with an .880 OPS against LH starters and the Nationals, who are last in the NL with a .613 OPS against LH starters. Washington is missing Ryan Zimmerman versus lefties but Mike Morse is starting to hit and Jayson Werth has been better over his last three weeks (faint praise). Hold out Britton this week if you have other options.

Josh Collmenter – A 15th round draft pick in 2007, Collmenter is one of the top surprise stories of the year. He is 4-1 with a 1.12 ERA and fantasy owners have been snapping him off the waiver wire the past four weeks. Collmenter basically throws just two pitches and one of them is an 86.7 mph fastball. He succeeds thanks to an unusual delivery and pinpoint control. At some point it seems logical that hitters will adjust to his delivery. But this week he has two home starts and goes up against an AL team and the Giants, against whom he has thrown only two innings. Ride Collmenter in your lineup for another week.

Justin Masterson – It looked like Masterson turned the corner at the beginning of the season, as he began with a 5-0 record with a 2.11 ERA. But in his last six outings, he’s 0-4 with a 4.43 ERA, despite allowing just 2 HR in 40.2 IP. Masterson has done a fine job limiting HR this year and has improved his walks, going from a 3.65 BB/9 in 2010 to a 2.77 mark this year. But he still struggles against LHB (.794 OPS) and his 6.26 K/9 is a career low. The matchups seem okay on the surface, but both the Pirates and Tigers are better than they were a year ago. Sit Masterson if you can.

Carl Pavano – After posting a 6.64 ERA in his first seven games, Pavano has bounced back nicely in his last six outings. He’s posted a 2.49 ERA in that span and has allowed just 2 HR in 43.1 IP. Pavano has two home starts this week and at Target Field he has a 3.06 ERA, a full 2.5 runs lower than his road mark. Additionally, Pavano has allowed just 1 HR at home this year, compared to six in road parks. Make sure Pavano is in your linep this week.

Other scheduled two-start pitchers in Week 11 are listed below. Please remember that these are projected pitchers and changes can and will happen between now and next week.

Verlander, Gallardo, Sabathia, Hamels, Jurrjens, Cain, J. Garcia, Shields, Ogando, Haren, Nolasco, Burnett, Floyd, Kuroda, Lowe, Norris, Dempster, Wolf, Niese, Vargas, W. Rodriguez, Villanueva, Carrasco, Pelfrey, Duffy, Maholm, Moseley, Wells, Duke, Karstens, Wakefield, Coke, Cobb, Volstad, Outman, Cook, Maya

Check back Sunday night for an update of two-start pitchers.

Now I want to provide some accountability and check in and see how previous recommendations turned out. There needs to be a two-week lag, since last week’s pitchers have not completed their second start yet. So here are Week 7 pitchers and how they fared.

Bedard – Advised to start. 14 Ks, 3.38 ERA, 1.200 WHIP, 13.1 IP, 5 ER
Bumgarner – Advised to sit. W, 11 Ks, 1.929 ERA, 1.143 WHIP, 14 IP, 3 ER
Carmona – Advised to sit. 5 Ks, 9.58 ERA, 1.839 WHIP, 10.1 IP, 11 ER
Morton – Advised to sit. W, 9 Ks, 2.08 ERA, 1.462 WHIP, 13 IP, 3 ER
Santana – Advised to start. 8 Ks, 6.23 ERA, 1.615 ERA, 13 IP, 9 ER