The Next Khris Davis
Earlier this season on FanGraphs, Ben Clemens embarked on a journey to search for a player similar to Mike Trout. Now of course, no one in the past half-decade has come close to replicating Trout’s production – but it was a fun exercise in player comparison analysis. My colleague found that Tommy Pham was Trout’s closest match.
Consider the following blind resumes for 2019:
| Name | PA | HR | AVG | OBP | SLG | LD% | GB% | FB% | HR/FB | Med% | Hard% | wOBA | wRC+ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Player A | 182 | 12 | 0.242 | 0.313 | 0.479 | 19.8% | 38.0% | 42.1% | 23.5% | 44.6% | 43.8% | 0.329 | 108 |
| Player B | 242 | 15 | 0.239 | 0.293 | 0.500 | 16.7% | 43.3% | 40.0% | 25.0% | 40.0% | 42.7% | 0.330 | 105 |
| Player C | 223 | 15 | 0.250 | 0.300 | 0.514 | 19.1% | 33.6% | 47.4% | 20.8% | 40.8% | 43.4% | 0.338 | 112 |
The three players profile very similarly. They all have a fly-ball tilt to their batted ball tendencies, with few line drives. They all have large HR/FB ratios, and each have high hard-hit and medium-hit rates.
By the title of this article, you likely have already guessed the true name of one of the above lines. Player A is none other than Khris Davis.
For fantasy baseball, Khris Davis is one of the most stable and valuable players that you can find. If you are a reader of this site, you are well aware that Davis has hit for a batting average of exactly .247 for the past four consecutive seasons. That of course, is a feat extremely hard to accomplish. More importantly though, Davis has hit for at least 40 homeruns in each of his past three major league seasons. Davis is the only player to accomplish the power feat in each of the 2016, 2017 & 2018 calendar years.
Khris Davis (Player A above) is currently owned in 99% of CBS leagues. Player B is only 57% owned in CBS leagues. Player C is only owned in 63% of CBS leagues. Can you guess who they are?
The mystery players comparable to the Athletics slugger, are none other than Jorge Soler (Player B) and Renato Nunez (Player C).
In looking for the most meaningful Khris Davis matches, I sorted through 2019 batted ball data. I looked for all players who have:
- Minimum 40 PA
- Hard-Hit rate of at least 40%
- Medium-Hit rate of at least 40%
- Fly-Ball rate of at least 40%
- HR/FB rate of at least 20%
Below are all of the players that met the above requirements:
| Name | Team | PA | HR | HR/FB | FB% | Soft% | Med% | Hard% |
|---|---|---|---|---|---|---|---|---|
| Tyler Austin | Giants | 74 | 5 | 33.30% | 42.90% | 8.60% | 51.40% | 40.00% |
| Miguel Sano | Twins | 59 | 5 | 33.30% | 50.00% | 6.70% | 43.30% | 50.00% |
| Jorge Soler | Royals | 242 | 15 | 25.00% | 40.00% | 17.30% | 40.00% | 42.70% |
| Eric Thames | Brewers | 149 | 7 | 24.10% | 40.30% | 11.10% | 40.30% | 48.60% |
| Khris Davis | Athletics | 182 | 12 | 23.50% | 42.10% | 11.60% | 44.60% | 43.80% |
| Mike Trout | Angels | 246 | 14 | 21.90% | 43.20% | 13.50% | 42.60% | 43.90% |
| Alex Bregman | Astros | 256 | 17 | 21.00% | 46.00% | 17.10% | 40.90% | 42.10% |
| Renato Nunez | Orioles | 223 | 15 | 20.80% | 47.40% | 15.80% | 40.80% | 43.40% |
| Gleyber Torres | Yankees | 234 | 14 | 20.30% | 41.80% | 13.90% | 42.20% | 44.00% |
| Kyle Schwarber | Cubs | 218 | 10 | 20.00% | 41.70% | 10.60% | 47.20% | 42.30% |
Which of these are most comparable to Khris Davis?
There are a few excellent names in this group. Mike Trout and Alex Bregman are superstars. Aside from their power – they consistently hit for a high average and have the ability to steal a fair number of bases. They would not compare directly to Davis.
We can cross off Gleyber Torres as well. Although still in his sophomore season, I can (with confidence) say that Torres consistently hits for average and is not a Davis comparison.
Let’s also throw out players with horrific contact rates. Tyler Austin and Miguel Sano each have strikeout rates north of 35% – with career figures of 37% and 36% respectively. Davis’s career mark of 27% is far better.
Next, let’s remove players who walk decidedly more than Davis. Eric Thames and Kyle Schwarber have a large difference between their batting averages & on-base percentages due to their increased propensity to stare at four balls. Thames and Schwarber’s BB% for 2019 currently stands at 16% and 15% – well above the 9% from Davis.
That leaves us with two reaming players – Jorge Soler and Renato Nunez. Both players profile very similarly to Khris Davis. Take a look at their 2019 heatmaps below, which upon visual inspection seem to mirror Davis:



Jorge Soler now enters his 6th season in the majors. He already has surpassed his greatest single season HR total (of 12 in 2016) – with 15 to date in 2019. Soler has not yet shown multi-year consistency in the major leagues, nor has his lofty upside emerged.
Soler now plays in a pitcher friendly ballpark, where homeruns are suppressed. Only 6 out of the 15 homeruns that he has hit in 2019 have been launched at Kauffman Stadium. Last year, he started out hot in the first two months of the season – only to break his toe and derail the potential breakout. However, this current surge of his (in 2019), may have actually started in 2018. Statcast data confirms that the strides he has made this season are legitimate. His xSLG and xwOBA metrics are all consistent with his actual stats to date.
I wouldn’t put Soler yet in the 40+ HR range. But still at 27, and with the “juiced ball” – he may get close.
Renato Nunez had previously displayed power in the minor leagues, coming up through the Athletics organization. Back in 2017, he launched 32 homers while at AAA Nashville. I happened to be in Nashville in August of 2017 for the Great American Solar Eclipse. That week, I attended a Nashville Sounds game where he was the cleanup hitter – and was able to see him in person!
Nunez ended last season on a high note. In September/October, he slashed .313/.341/.550 with 5 HRs. While the lofty batting average has now come back to earth, the power surge has certainly sustained. Starting with the arbitrary endpoint of September 1, 2018 – in the 3 months of games since (half a season) Nunez has hit 20 homeruns. That’s a 40 HR pace!
Nunez is only 25 years old, and the best might still be ahead of him. At the same age, Davis just hit the major leagues. Khris was hitting homeruns at a 20-25 HR seasonal pace before perennially swatting 40+ dingers.
It would help Nunez to walk more, and he would benefit by exhibiting better contact. But even at this current level – Nunez may be able to flourish, especially with the excellent home ballpark for power at Camden Yards. Renato will be given plenty of playing time this season; he is the Orioles cleanup hitter each and every day. Like Davis, Nunez is prone to slumps and exhibits hot streaks – but the Orioles will ride with him all season long.
Currently, his RBI total is poor (at 30) – but in future years, if Baltimore can surround him with impact players, he may have the chance to drive in 100+ a season.
Monitor Nunez’s progress for the remainder of the season and beyond, as Renato Nunez may be the next Khris Davis.
Ariel is the 2019 FSWA Baseball Writer of the Year. Ariel is also the winner of the 2020 FSWA Baseball Article of the Year award. He is the creator of the ATC (Average Total Cost) Projection System. Ariel was ranked by FantasyPros as the #1 fantasy baseball expert in 2019. His ATC Projections were ranked as the #1 most accurate projection system over the past three years (2019-2021). Ariel also writes for CBS Sports, SportsLine, RotoBaller, and is the host of the Beat the Shift Podcast (@Beat_Shift_Pod). Ariel is a member of the inaugural Tout Wars Draft & Hold league, a member of the inaugural Mixed LABR Auction league and plays high stakes contests in the NFBC. Ariel is the 2020 Tout Wars Head to Head League Champion. Ariel Cohen is a fellow of the Casualty Actuarial Society (CAS) and the Society of Actuaries (SOA). He is a Vice President of Risk Management for a large international insurance and reinsurance company. Follow Ariel on Twitter at @ATCNY.
I wonder how Aaron Hicks lines up with these guys, but his sample size is a bit too small.
He’s not listed here but I immediately thought of Franmil Reyes. Do you know where he missed the cut on your queries?
Nevermind, looked it up myself. He’s at 39.9% medium contact and only 37% fly ball rate. He’s still my bet for a Khris Davis-type moving forward though!
Franmil and Hunter Renfroe are the most Khris Davis hitters in the league.
I like Franmil Reyes as a comp. I think he can hit for an even higher average …
Matt Adams is a weirdly decent comp as well. He’s had 757 PA since being traded out of St. Louis in 2017, and in that time he’s hit 46 home runs with a .252 avg, 6.6 BB%, and 23.8 K%. His batted ball numbers are 42.7% FB, 20.6% HR/FB, 44.6% Med, and 38.9% Hard. Sort of a poor man’s Khris Davis…
I kind of doubt that. He can’t get any more lineup protection than he does. At some point SD may want to hit him down in the order where he belongs and that won’t help his production at all.
Renfroe is the better version of Franmil without the name brand premium you would have to pay.
The problem with trying to find Khris Davis comps is that it takes very little to change him from an elite player to a replacement level one. This is why his cold streaks are so rough! While other guys have many paths to success. Ex: Bregman cruises along being useful because he can be an OBP, AVG and/or ISO monster at any given stretch of the season. Even when his BABIP tanks like in May he’s producing something.
Hence, I’d argue that the fact that you turned up two guys in Nunez and Soler who are borderline rosterable in many leagues demonstrates that, and I’d lean less towards a conclusion of “This is how close Nunez is to being great” than “this is how close Davis is to being not so great himself”
But then I’m a Negative Nellie.
You are an accurate nellie. The low average crew walks a fine line.
In a league where you’re punting BA, it’s very easy to pick these guys up. And some others like Franmil Reyes, Hunter Renfroe, Schwarber, etc
Fran has massively underperformed his expected batting average. He is not a negative in that category
I am not aware of the reality that xStats have any great truth to them. They don’t converge over any sample size.
Does punting BA work? You would also lose runs and probably get hurt in several categories. I know from experience! I don’t see how chasing HR is a good strategy in this environment.
FWIW running this exercise across the same time period last season would’ve given you the following list (sorted by flyball rate):
John Ryan Murphy
Joey Gallo
Miguel Sano
Khris Davis [rounding his HR/FB rate up from 19.7]
Mookie Betts
Jesus Aguilar [rounding his HR/FB rate up from 19.2]
Edwin Encarnacion
Max Muncy
Mike Zunino
Austin Meadows
Matt Adams
Mike Trout [rounding his Med rate up from 39.9]
Alen Hanson
Gleyber Torres
Nick Hundley [rounding his Med rate up from 39.4]
I guess off here the best comps would’ve been Aguilar, Encarnacion, Muncy, and Adams.
I love it when readers take my work and try to extend or adapt it further! Thank you so much for reading and indulging in the concepts!
It also goes to show that potentially anyone–i.e. Alen Hanson–can turn into Khris Davis for 50 plate appearances.
How about Kole Calhoun?
HH: 44.2%
MH: 41.6%
FB: 43.1%
HR/FB: 18.2%
Khris .243/.312/.479, 107 wRC+
Kole .238/.329/.485, 115 wRC+
Calhoun has basically been this iteration of himself since coming off the DL in June of 2018.
Nunez is a DH-only type whom the A’s lost last spring on waivers… because he was blocked by Khris Davis.
Any analysis that uses hard or a derivative should include some reference to Ks. Its a huge piece of the reality.