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Ottoneu Cold Right Now: May 15, 2023

Much like Hot Right Now, Cold Right Now will be a weekly Ottoneu feature with a focus on players who are being dropped or who maybe should be dropped in Ottoneu leagues. Hot Right Now will focus on players up for auction, players recently added, and players generally performing well. Cold Right Now will have parallel two of those three sections:

  1. Roster Cuts: Analysis of players with high cut% changes.
  2. Cold Performers: Players with a low P/G or P/IP in recent weeks.

There won’t be a corresponding section to Current Auctions because, well, there is nothing in cuts that correspond to current auctions.

Roster Cuts

Tyler Mahle, Leagues with a Cut (7 days) – 31.41%

Mahle’s injured elbow is going to require Tommy John surgery and it seems that many Ottonue managers are not interested in hanging on long-term. Mahle was off to a really nice start in his age-28 season but will be out of commission for the rest of the season and most of next.

Michael Brantley, Leagues with a Cut (7 days) – 17.31%

Sadly, Brantley has gone through some setbacks as a result of shoulder surgery forcing many Ottoneu managers to abandon their optimistic rostering of the 36-year-old outfielder.

Trevor Larnach, Leagues with a Cut (7 days) – 16.67%

Skip over this part if you recently dropped Larnach:

“RotoWire News: Larnach went 2-for-4 with a home run, a double, four RBI, one walk and two total runs scored in Sunday’s 16-3 win over the Cubs. (5/14/2023)”

Regardless, Larnach’s .167 vs. lefties may just have him platooning with any of the right-handed hitters on the Twins bench. In addition, Larnach really needs to improve his O-Contact%, Z-Contact%, and Contact% overall as they are all below league average. He’s striking out 34.1% of the time and that number is way too high.

José Leclerc, Leagues with a Cut (7 days) – 15.70%

It’s possible that some envisioned Leclerc fighting for a spot as a closer in Texas, but Will Smith has been holding down the position so far. Setup men Jonathan Hernández and Brock Burke stand in the way of Leclerc collecting holds and saves and Leclerc’s xERA of 4.86 is well above his actual ERA of 3.00. In addition, a .222 BABIP further suggests his 12 innings pitched have been supported by luck.

Jose Miranda, Leagues with a Cut (7 days) – 13.78%

After being sent back to AAA some managers are dropping Miranda. I don’t think it’s the right move given his young age and power potential. It’s possible that managers were too high on the youngster as his average price in Ottoneu points leagues is $6. Yes, he has been slumping but here’s a funky chart that gives some hope:

Jose Miranda 2022-2023 wOBA, AVG, SLG, BB%, K%

Miranda’s K% is decreased from last season, and his BB% is increased from last season, but all of his outcomes are declining. The point is, he’s showing skills improvements without the results. With Kyle Farmer the only man realistically playing 3B in Minnesota, you have to figure Miranda will be down in AAA for as long as it takes to get his bat going again. I like Miranda as a buy-low candidate at this point.

Cold Performers

Alek Thomas:  109 AB,  .202/.261/.339, 2.4 P/G

Thomas continues to hold down the center-field position in Arizona, having played 37 games at the position this season, but that low .202 batting average is being brought down by struggles against left-handed pitchers. He’s hitting .280 against righties, but only .029, one hit in 34 at-bats, against southpaws. He’s right around league average when it comes to most of his plate discipline metrics, but he’s not producing at the plate. While he is a fast player, he only has three stolen bases this season in four attempts. Thomas needs to start getting on base for his value to increase.

Myles Straw: 127 AB, .228/.313/.268, 2.88 P/G

Here’s a busy chart that should explain a lot about Straw’s season:

Myles Straw (2023 wOBA)

His quick and hot start was fueled by patience, decent hitting, and luck. His wOBA is now going up thanks to an improvement in BB% after a slump, but BABIP and batting average are not following. Straw has come back down to earth.

Alek Manoah, 2.31 P/IP

Manoah’s four-seamer is his only pitch with an above-average swinging strike rate (SwStr%). His sinker, slider, and changeup are all below average on swinging strikes compared to major-league starters, leading to a career-low 16.8% K%. He’s using his changeup and slider more than ever yet they have produced negative pVals so far this year. Manoah doesn’t have a lefty/righty problem, his numbers are distributed somewhat evenly when facing batters from either side. The scary part is that his xERA of 6.30 is way higher than his actual ERA of 4.83. He may just need to work out his pitch mix and there’s hope when you look at how his BB% is coming down and his K% is going up:

Alek Manoah 2023 Cummulative Average (BB%, K%, ERA)

Lance Lynn, 2.40 P/IP

Let’s start with the good stuff. A .364 BABIP, a 10.96 K/9, and a near two-point difference between ERA (7.51) and xERA (5.43), all point to a rebound. Now, the bad stuff. His 8.5% walk rate is the highest it’s been since 2018 and a 2.23 HR/9 is not helping his ERA. If we had to boil it down to an obvious and unhelpful sentence, perhaps, “He’s walking too many hitters and then giving up home runs”, would work. If you look at Lynn’s average velocity charts, all of his pitches are trending down:

Lance Lynn Fastball Velo (2021-2023)

But if you look closely you can see a game in April where he was really low and that one outing is dragging his season average down. Statcast is now identifying a sweeper that has been thrown five times in which opponents hit 1.000 against it. If you need more to be hopeful about, Lynn’s four-seamer, cutter, sinker, and curveball all have a swinging strike rate (PitcherList) above the league average for starting pitchers proving the reason for the high K/9 that Lynn has displayed.


Bullpen Report: May 14, 2023

The 2023 version of the Bullpen Report includes five different sections, as well as the closer chart, which can be found at the bottom of the page.

We will always include a link to the full Closer Depth Chart at the bottom of the Bullpen Report each day. It’s also accessible from the RosterResource drop-down menu and from any RosterResource page. Please let us know what you think.

  1. Notable Workloads: Primary closers or valuable members of a closer committee who have been deemed unavailable or likely unavailable for the current day due to recent workload.
  2. Injury News
  3. Outlier Saves: Explanation for a non-closer earning a save during the previous day.
  4. Committee Clarity: Notes on a closer committee that clarify a pitcher’s standing in the group.
  5. Losing A Grip: Struggling closers who could be on the hot seat.

The “RosterResource” link will take you to the corresponding team’s RosterResource depth chart, which will give you a better picture of the full bullpen and results of the previous six days (pitch count, save, hold, win, loss, blown save).

Click HERE to view the full Closer Depth Chart.

Read the rest of this entry »


Ottoneu: Visualize Your Way To Success

Visualizations can give us better insight into our team’s performance, showing us aspects of the fantasy season that we hadn’t noticed of before. If you find yourself isolated to the merry-go-round of benching, starting, and looking at current auctions when it comes to in-season management, you’re likely missing something. Ottoneu has so many moving parts, so many extra subtleties that play a role in putting together a successful season. In this post, I’ll remind you of the great pre-made visualizations Ottoneu offers and I’ll give a few examples of how to effectively use them.

Viz #1: Pace and Limits

Ottoneu Viz: OF Games Played and PaceOttoneu Viz: IP and Pace

The pace visualizations may be the simplest, yet most useful. Check in on this as often as you can. If you notice that your team’s line, in this example, the yellow line, is going over the top of the blue line, you’re in trouble. There’s nothing worse than sitting in the top three in your league because you’ve boosted your pitching stats, going over the limit, and then watching helplessly as your team falls down the ranking ladder. On the other hand, don’t make your line so far below the “Max Pace” blue line that you are leaving points on the table.

Viz #2: Hitting Production Comparisons

Go to your league page and click on standings. Scroll down and you will find lots of helpful visualizations. In the (hard-to-see, I know) GIF below, keep an eye on the light-blue line representing my team and my per day points by offensive category.

It’s not always clear to me what I’m doing right and what I’m doing wrong in Ottoneu points leagues since I don’t have traditional roto scores to easily evaluate. Using visuals to see how you compare to top teams in your league can help. In the example above, I isolated the chart to only show my team and the two top teams in the league to see where I stand in relation. You can do this by simply clicking on the check boxes of teams you want to display below the x-axis. Then, I simply clicked through the stats I’m interested in analyzing. From this I can see that my team remains strong in walks and doubles, two big points accumulators, but that Im lacking in home runs. From here I can start thinking about ways of finding more power in hopes of balancing out some of my stats.

Viz #3: Pitching Production Comparisons

You can do the same exercise as above but with pitching statistics. Again, keep an eye on the blue line, my team. You’ll notice that compared to my competitors I am comparable in my daily saves and holds, but really lacking in strikeouts.

Now, if I couple this with the fact that my IP pace is well below where I should be by now, I can start thinking of adding more pitchers to my roster and getting more starts on the board.

Viz #4: Pitching Production Comparisons

Lastly, isolate the points per day visual down to the teams that are two places above and two places below you. This will help you identify how close you are to either advancing or being overtaken. In the visual below, my team is in yellow and I can see that I need roughly 10 more points per day to start advancing over my closest competitors. But, I can also see that I’m not separating myself from the teams that I’m beating by very much. It’s time to step on the gas!

Otto Viz

Take the time to dig into these visualizations on your league standings page and you’ll get a much better sense of how your points are being gathered and what you need to do to move up the ranks.


Bullpen Report: May 7, 2023

The 2023 version of the Bullpen Report includes five different sections, as well as the closer chart, which can be found at the bottom of the page.

We will always include a link to the full Closer Depth Chart at the bottom of the Bullpen Report each day. It’s also accessible from the RosterResource drop-down menu and from any RosterResource page. Please let us know what you think.

  1. Notable Workloads: Primary closers or valuable members of a closer committee who have been deemed unavailable or likely unavailable for the current day due to recent workload.
  2. Injury News
  3. Outlier Saves: Explanation for a non-closer earning a save during the previous day.
  4. Committee Clarity: Notes on a closer committee that clarify a pitcher’s standing in the group.
  5. Losing A Grip: Struggling closers who could be on the hot seat.

The “RosterResource” link will take you to the corresponding team’s RosterResource depth chart, which will give you a better picture of the full bullpen and results of the previous six days (pitch count, save, hold, win, loss, blown save).

Click HERE to view the full Closer Depth Chart.

Read the rest of this entry »


Stuff+ and The Mountain

Denny Medley-USA TODAY Sports

I recently joined a men’s 30+ hardball league because, apparently, I love the bitter taste of failure. I felt like a superstar when I left my local sporting goods store with a scroll of a receipt and some fresh gear that would certainly make me, at least, look like I know what I’m doing out there. In my first at-bat, I struck out swinging, missing on a changeup by a country mile. This pitcher knew what he was doing.

He saw me whiff on a heater, threw it again and again as I timed it up and fouled off a few, changed pace and sent me back to the dugout, head down and red-faced. It was hard to time up. I’m serious. Now, replace that 75 MPH heater coming from a former D3 college pitcher with a 102 MPH heater coming from a man they call “The Mountain” and I would have certainly been found in the fetal position on the right side of the batter’s box.

Professional hitters, however, are used to this kind of thing. But, even they struggle. It’s all relative I suppose. Let’s take a look at a hitter, White Sox rookie Oscar Colás, trying to time up Félix Bautista on April 16th:

Colás quickly fouled one off and got the bat on the ball. But, prior to that, he took a ball up and in. The foul ball was his second look at Bautista’s four-seamer and waiting for pitch number three, he sat at 1-1. At this point, Colás saw two fastballs and it couldn’t have hurt to see one more. He took another ball, again the four-seamer, and got ahead in the count, 2-1. Three four-seamers down, Colás must have been feeling like he had Bautista timed. But, wait, doesn’t Bautista have a devastating splitter? That’s what the scouting reports said at least. Maybe that’s coming next? Nope:

Another heater and Colas barely got a hold it, but he was given another opportunity to time it up. Now at 2-2, he was thrown yet another heater and put it in play:

So when oh when does Bautista throw his splitter? At this point in the inning, Bautista threw six straight four-seam fastballs. He had his splitter ready and waiting, but the next batter, Seby Zavala didn’t get to see one. Instead, he was thrown one four-seamer and whiffed, then another that he put in play for a base hit. That means the four-seam count now came to eight in a row and hitters were catching on.

Early this season Orioles broadcasters have continually mentioned that Bautista, who got a late start to spring training due to trouble with his knee and shoulder, just hasn’t yet found the splitter. Stuff+ has given us a new way to look at whether a pitcher has or does not have a certain pitch. Let’s take a look at Bautista’s game-by-game splitter Stuff+ prior to this April 16th outing:

Félix Bautista's Game-By-Game Stuff+ FS

He may not have fully had it in his first few appearances, but the pitch was trending up. For context, the league average Stuff+ on a splitter among all relievers in 2023 currently sits at 103. There were only two games in this early time span where Bautista was below that mark. Prior to this April 16th appearance “The Mountain” started to find his groove with back-to-back appearances above 140. Coming off of two appearances with the splitter working and he hadn’t yet thrown it to a single batter in this game in question. But, just like a brilliant closer does, he waited for the perfect time.

Lenyn Sosa came to bat with two outs, having seen his teammates time up fastballs up in the zone, ready to attack. After a first pitch called strike on a four-seamer, perhaps Sosa was lulled into thinking it was just a fastball kind of day for Bautista. Wrong. The next pitch thrown to Sosa was a totally spiked splitter. In all honesty, it was spiked so hard that Sosa may have not have even identified it as a splitter. The next one, however, was gold:

Bautista then capped off his performance with a swinging strike on an unhittable splitter:

Bringing in the rest of Bautista’s appearances this season (last night’s (5/4) data hasn’t come in yet), we can see that he reached a peak in this April 16th game and in his next appearance on the 18th, but then came back down to earth a bit. What happened on the 29th? Four splitters that looked good, but certainly don’t look 322 Stuff+ good:

Félix Bautista's Game-By-Game Stuff+ FS2

Splitter 1
Splitter 2
Splitter 3
Splitter 4

Splitter #1 was a non-competitive pitch. Splitter #2 earned a swinging strike, but it was left up in the zone and seems like it could have been sent for a ride. Splitter #3 was a big miss. Splitter #4 was a really good pitch and an even better take. All together it is unclear why these four splitters read at obscure/outlier levels, but perhaps there’s something going wrong in the data. Regardless, and what does seem clear, is there’s some potential for monitoring individual, put away pitches prior to matchups for both fantasy and real-life players. There’s a lot here that needs to be worked out, mostly creating a rolling average chart, quality checking game-by-game Stuff+ measures, and monitoring game-by-game Stuff+ to see if there’s any connection, not from a performance standpoint, but from a usage standpoint. I would like to answer the question, does an individual pitch’s Stuff+ measurement in the game prior, lead to increased usage in the following? For now, Bautista seems to be finding a devastating pitch and we’ll have to see how he utilizes it going forward.


Ottoneu Hot Right Now: May 3rd, 2023

The 2023 version of Ottoneu Hot Right Now will include three different sections:

  1. Current Auctions: A closer look at players being auctioned at a high rate.
  2. Roster Adds: Analysis of players with high add% changes.
  3. Hot Performers: Players with a high P/G or P/IP in recent weeks.

The FanGraphs Ottoneu team plans to run this feature weekly, updating fantasy managers on the biggest movers in Ottoneu leagues with an analysis of how these players could or could not help your roster.

Read the rest of this entry »


Bullpen Report: April 30, 2023

The 2023 version of the Bullpen Report includes five different sections, as well as the closer chart, which can be found at the bottom of the page.

We will always include a link to the full Closer Depth Chart at the bottom of the Bullpen Report each day. It’s also accessible from the RosterResource drop-down menu and from any RosterResource page. Please let us know what you think.

  1. Notable Workloads: Primary closers or valuable members of a closer committee who have been deemed unavailable or likely unavailable for the current day due to recent workload.
  2. Injury News
  3. Outlier Saves: Explanation for a non-closer earning a save during the previous day.
  4. Committee Clarity: Notes on a closer committee that clarify a pitcher’s standing in the group.
  5. Losing A Grip: Struggling closers who could be on the hot seat.

The “RosterResource” link will take you to the corresponding team’s RosterResource depth chart, which will give you a better picture of the full bullpen and results of the previous six days (pitch count, save, hold, win, loss, blown save).

Click HERE to view the full Closer Depth Chart.

Read the rest of this entry »


Automated Fastball Velocity Increase Detection

Kamil Krzaczynski-USA TODAY Sports

Using baseball-savant data and some Python code, I have written a script that will loop through a pitcher’s three most recent appearances and flag any pitcher who has shown an increase in their fastball velocity. In raw form, it looks something like this:

Increased Detection System Example
Name Third most recent Second most recent Most recent Most recent increase Second most recent increase Avg_change
Reynaldo López 98.1 98.4 99.2 0.81 0.25 0.532
Carl Edwards Jr. 93.1 93.1 93.9 0.81 0.03 0.422
Carlos Estévez 96.5 96.5 96.7 0.17 0.03 0.097
SOURCE: Statcast

Looking at the table above we can see that each of these three pitchers increased their fastball (“FF” in savant data) consistently over their last three appearances. Don’t believe me? You can check my work with Savant visualizations:

Reynaldo Lopez Velo Increase

While I wrote more specifically about the merits of paying close attention to game-by-game fastball increases, quoting many other studies and great pieces along the way, I won’t be writing about it again here. Instead, I’ll simply show you a list of the starters and relievers who have increased game-by-game average velocity on their four-seamers and hope that you can take it from there. Sure, you could scroll through stacks of player pages to find players who have increased velocity until the cows come home, or you could write some code that will detect those increases and flag those players for you. I chose the second way. If you find it useful, I’ll do it on a more regular basis. That’s it. This post is more about the data than the words:

Three Most Recent Appearances – FF Increasers
Name Third Most Recent Second Most Recent Most Recent Avg. Change
Colin Poche 90.5 92.4 93.1 1.3
Chris Sale 93.0 94.3 94.7 0.8
Anthony Bass 93.2 94.4 94.6 0.7
Evan Phillips 94.2 95.5 95.8 0.8
Tucker Davidson 91.2 92.4 92.6 0.7
Nick Martinez 92.0 92.9 93.0 0.5
Yu Darvish 93.5 94.3 94.7 0.6
MacKenzie Gore 94.1 94.9 95.2 0.6
Ian Kennedy 91.2 91.9 92.6 0.7
Gerrit Cole 96.3 97.0 97.2 0.4
Max Fried 93.5 94.2 94.3 0.4
A.J. Puk 95.0 95.6 96.0 0.5
Kyle Gibson 91.4 92.0 92.0 0.3
Craig Kimbrel 93.9 94.4 94.9 0.5
James Kaprielian 92.8 93.3 93.3 0.2
Giovanny Gallegos 93.0 93.5 94.1 0.6
Logan Gilbert 94.6 95.1 95.6 0.5
Bryce Elder 89.6 90.1 90.6 0.5
Rafael Montero 95.5 95.9 96.3 0.4
Richard Lovelady 89.9 90.3 90.6 0.3
Phil Maton 89.2 89.5 90.5 0.7
Trevor Richards 92.4 92.7 93.0 0.3
Patrick Sandoval 92.6 92.9 92.9 0.2
Emilio Pagán 94.1 94.4 95.7 0.8
Jeurys Familia 93.9 94.2 94.4 0.3
Reynaldo López 98.1 98.4 99.2 0.5
Carlos Carrasco 91.1 91.3 91.7 0.3
Tylor Megill 94.1 94.3 95.0 0.4
Matt Bush 93.2 93.3 94.7 0.8
Enyel De Los Santos 94.7 94.8 94.9 0.1
Drew Rasmussen 95.5 95.6 95.8 0.1
Brusdar Graterol 98.1 98.2 98.8 0.4
Carl Edwards Jr. 93.1 93.1 93.9 0.4
Carlos Estevez 96.5 96.5 96.7 0.1
SOURCE: Statcast

Ottoneu Hot Right Now: April 26th, 2023

The 2023 version of Ottoneu Hot Right Now will include three different sections:

  1. Current Auctions: A closer look at players being auctioned at a high rate.
  2. Roster Adds: Analysis of players with high add% changes.
  3. Hot Performers: Players with a high P/G or P/IP in recent weeks.

The FanGraphs Ottoneu team plans to run this feature weekly, updating fantasy managers on the biggest movers in Ottoneu leagues with an analysis of how these players could or could not help your roster.

Read the rest of this entry »


Bullpen Report: April 23, 2023

The 2023 version of the Bullpen Report includes five different sections, as well as the closer chart, which can be found at the bottom of the page.

We will always include a link to the full Closer Depth Chart at the bottom of the Bullpen Report each day. It’s also accessible from the RosterResource drop-down menu and from any RosterResource page. Please let us know what you think.

  1. Notable Workloads: Primary closers or valuable members of a closer committee who have been deemed unavailable or likely unavailable for the current day due to recent workload.
  2. Injury News
  3. Outlier Saves: Explanation for a non-closer earning a save during the previous day.
  4. Committee Clarity: Notes on a closer committee that clarify a pitcher’s standing in the group.
  5. Losing A Grip: Struggling closers who could be on the hot seat.

The “RosterResource” link will take you to the corresponding team’s RosterResource depth chart, which will give you a better picture of the full bullpen and results of the previous six days (pitch count, save, hold, win, loss, blown save).

Click HERE to view the full Closer Depth Chart.

Read the rest of this entry »