If there’s one thing I truly excel at — and that’s a pretty big “if” — it’s being way, way too early when deeming players ready for fantasy relevance. For a perfect example, I’d like to present as evidence the fact that I wrote this glowing piece on Jesus Aguilar over four years ago, back in April of 2014. Over the next three seasons, Aguilar picked up a whopping 64 total plate appearances in the majors, hitting .172/.234/.190 in this extremely limited sample.

Last season, Aguilar finally got a chance to show what he could do at the game’s highest level. While he hit quite well — registering a triple slash of .265/.331/.505 with 16 home runs — his playing time was still limited by a combination of the Brewers’ organizational depth and his own substandard defensive skills, as he picked up just 311 PA in 113 games. Eric Thames started 103 games at first base for the Brew Crew last year, leaving Aguilar to pick up the scraps where he could — he got 53 starts at 1B, with the rest of his playing time coming as a pinch hitter, or as a designated hitter in American League parks.

Coming into 2018, it looked like Aguilar’s path to playing time was as unclear as ever. Milwaukee’s outfield was so stacked that it appeared their first-base playing time would be split between Thames and Ryan Braun, leaving Aguilar as the odd man out again. However, when Thames went down with a torn thumb ligament in late April, Aguilar took full advantage of the chance to play nearly every day.

Read the rest of this entry »

Michael Taylor

I was a little surprised to find the 27-year-old available in my Tout Wars league where every semi-decent full-time player seems to be owned. While I didn’t need outfield help, I examined his profile and jumped at the opportunity to roster him.

I valued Taylor as an endgame option coming into the season based on his low AVG and suspect playing time with Victor Robles ready in the minors. The 2018 Nationals outfield has been decimated with injuries so far, so Taylor’s playing. The playing time could end with Adam Eaton attempting to return but, for now, Taylor’s roster spot is secure.

As for Taylor’s talent, he falls into the Drew Stubbs player profile, horrible AVG/OBP skills but a decent combination of home runs and stolen bases. Combining his 2017 minor and major league totals, he posted 20 home runs and 21 stolen bases. While the home runs haven’t come this season, he has hit four with 13 steals in 14 attempts.

Read the rest of this entry »

The phrase “Buying Low” gets thrown around in the baseball community. I’m not sure if owners can actually buy low on many of these frustrating but talented players. Owners need to be willing to sell. I going to try to redefine the concept of buying low concentrating on drop rates and go over a few potential targets.

When I hear or read about buying low on a player, the touts are focusing on buying a good player during a cold streak. Paul Goldschmidt fits this label with his .208/.324/.380 slash line. Owners paid first round prices for replacement level production. But are Goldschmidt’s owners selling low? Probably not.

Going over some recent trades at the Yahoo trade tracker, Goldschmidt is being traded straight up for players such as Clayton Kershaw, Joey Votto, Patrick Corbin, and Shohei Ohtani.

His value is down some (and should be with the K% spike) but not horribly. He’s still owned in 99%+ of leagues at ESPN, Yahoo, Fantrax, and CBS. Even the most frustrated owners in shallow leagues aren’t moving on. So why should owners focus their time and energy on players who even the most frustrated owners aren’t moving on with?

Read the rest of this entry »

With our auction calculator update, I going to look at three top-rated batters.

Ozzie Albies

In my recent Launch Angle podcast, I had a tough time deciding if I’d draft Ozzie Albies or Jose Altuve in a new 2018 league. I decided I’d go with Altuve but being that I had to think about it, I needed to see if I buy Albies’s ascension into a possible first or second round talent.

Others and myself had an idea Albies was going to be good but just not hit for so much power. If someone would have told me to predict six and 13 for Albies’s home runs and stolen base totals, I would have swapped them. Last year, he had 15 HR and 29 SB. The season before, it was 6 HR and 30 SB. I figured the speed was safe (and it is) but his power may come later. I was right, he isn’t hitting for more power, he’s utilizing his it better.

Read the rest of this entry »

Yesterday, I used the Statcast expected metrics to calculate player xISO marks, then comparing them to actuals. I began by looking at those hitters who have posted ISO marks most below their xISO marks, suggesting the potential for significant upside in the near future. Today, let’s discuss hitters whose actual ISO marks have most exceeded their xISO marks, suggesting possible downside.

Read the rest of this entry »

This year, the Baseball Savant pages at MLB.com have shared even more data, as new metrics are being calculated and published for our analytic pleasure. The Expected Statistics page calculates a hitter’s expected batting average, slugging percentage, and wOBA. Sweet! Though I can’t recall any exhaustive research studies on the predictive power of their expected metrics, I know the Statcast guys are top notch and trust they have done a good job.

Read the rest of this entry »

A week ago, I examined how prospect rankings could add more context to hitter projections. It’s time to take the research a step further by dividing up the prospect list to see if projections can be refined. And they can be.

Initially, I shied away from dividing up the prospect lists because the sample size quickly gets into single digits. I started dissecting the data hoping to keep reasonable sample sizes. I sort of achieved my goal.

I used the same parameters in the last article. I compared a hitter’s Steamer projected OPS (on-base percentage plus slugging percentage) from 2010 to 2017 to the actual results in their debut season. To designate prospects, I used Baseball America’s top-100 which has been compiled since 1990. I collected the average and median change in OPS. The median value helps to smooth out any major outliers.

Read the rest of this entry »

Rarely is OPS (on-base percentage plus slugging percentage) a fantasy stat. It’s off many people’s radar but it’s widely available and closely mimics a position player’s overall hitting talent. While other stats (e.g. wOBA and wRC+) also give a hitter an overall value, these stats aren’t available at every website. Most sites have their own unique blend but OPS is commonly available. Because of this availability, I’ve been using it as a baseline in recent articles on adjusting projections based on prospect pedigree and when hitters get platooned ($$). Now, it’s time to use OPS to help predict the individual categories.

The process I used for this study was to simply see how much various stats changed when OPS changed a certain amount. For rate stats (e.g. batting average) the conversion is straightforward. For counting categories, I put the stats on a per 600 plate appearance scale. Additionally, I only compared data from 2015 to 2017 during the current “juiced” ball era. I know the process is not close to being 100% precise and that is fine. I’m just trying to create general adjustments and can look to hone the process later. I’m putting in 20% effort to get 80% of the answer.

Read the rest of this entry »

It’s an all Mets edition of the deep league waiver wire! I could hear the excitement through my computer screen.

Read the rest of this entry »

My focus is on lineup position and the amount of regular play each hitter get. I’m not concentrating on positions played. Also, if a team isn’t listed, I didn’t find any new information.

Note: I highlighted what I consider to be the seven most important findings.

Angels

• Zack Cozart’s value is taking a major hit as he’s been drawing the short straw when Shohei Ohtani DH’s.

Astros

• Evan Gattis owners may need to start looking for a replacement as his struggles with the bat (.187/.260/.275) has led to him starting three times in the last 10 games.

Read the rest of this entry »