It’s time to dive into extra hitter projection comparisons after analyzing enjoying time some time again. On this article, I’ll present which projections are greatest in the usual roto classes (R, RBI, HR, SB, and AVG) and on the finish, take a look at methods enjoying time projections might be improved.
For all of the background info on the check I used (RMSE) and knowledge pattern reference the primary article. These exams take endlessly to run and sooner or later, I saved getting the identical solutions (well aggregating the projections), so I ended operating any new ones for hitters. Listed below are the outcomes for the exams I ran.
Take a look at 1: Batting Common
The one hitter fee stat, batting common, begins the evaluation.
2024 Projection Showdown: Batting Common
Projection
RMSE
Common
0.0388
Paywall #1
0.0395
THE BAT X
0.0406
4 Free Projs
0.0406
ZiPS
0.0407
Depth Charts (FG)
0.0409
ATC
0.0409
DraftBuddy
0.0409
Zheile (FantasyPros)
0.0409
Median
0.0410
Paywall #7
0.0410
Paywall #4
0.0410
Paywall #8
0.0413
Steamer (FG)
0.0413
Razzball
0.0414
Davenport
0.0415
Paywall #2
0.0415
Marcels (BRef)
0.0420
Paywall #3
0.0422
Fantrax
0.0425
Paywall #6
0.0428
Razzball (Gray)
0.0439
Whereas some particular person projections are close to the highest, the averages and aggregators keep sturdy.
Take a look at 2: Residence Runs
Right here is how the projections carried out when wanting on the uncooked variety of residence runs.
2024 Projection Showdown: Residence Runs
Supply
HR Uncooked
Paywall #7
11.9
Marcels (BRef)
12.0
Davenport
12.5
Common
12.7
4 Free Projs
12.9
Paywall #1
13.0
ZiPS
13.1
Razzball
13.3
THE BAT X
13.3
Median
13.4
ATC
13.5
Zheile (FantasyPros)
13.6
DraftBuddy
13.7
Paywall #6
13.9
Depth Charts (FG)
14.0
Paywall #4
14.1
Paywall #3
14.1
Steamer (FG)
14.1
Paywall #8
14.3
Fantrax
14.3
Razzball (Gray)
14.4
Paywall #2
14.6
With Paywall #7 and Marcels crushing the enjoying time estimates, it’s no shock they’re on the prime. And listed below are the house projections prorated per plate look.
2024 Projection Showdown: Residence Runs per PA
Supply
HR/PA
Paywall #7
0.0184
Common
0.0186
Davenport
0.0188
Paywall #1
0.0191
4 Free Projs
0.0196
Marcels (BRef)
0.0198
Median
0.0199
Depth Charts (FG)
0.0199
ZiPS
0.0200
Steamer (FG)
0.0200
ATC
0.0202
THE BAT X
0.0202
Razzball
0.0202
DraftBuddy
0.0202
Paywall #3
0.0208
Paywall #2
0.0209
Paywall #8
0.0211
Paywall #4
0.0213
The large shock was that Marcels remained close to the highest even when the house runs had been become a fee stat. The aggregators held up however weren’t as sturdy as earlier exams.
Take a look at 3: Stolen Bases
Listed below are the stolen bases projections ranked by the uncooked quantity
2024 Projection Showdown: Stolen Bases
Projection
SB
Common
8.50
Razzball
8.61
4 Free Projs
8.73
Davenport
8.80
Paywall #7
8.87
Paywall #8
8.93
Median
8.95
Zheile (FantasyPros)
9.00
ZiPS
9.05
Steamer (FG)
9.05
THE BAT X
9.08
Marcels (BRef)
9.09
ATC
9.09
Depth Charts (FG)
9.10
DraftBuddy
9.11
Paywall #6
9.12
Fantrax
9.33
Paywall #2
9.40
Paywall #1
9.42
Paywall #3
9.56
Razzball (Gray)
9.73
Paywall #4
9.81
A brand new order of projections on this uncooked stat … nicely moreover the averages performing close to the highest. Right here they’re as a fee stat.
2024 Projection Showdown: Stolen Bases Per Plate Look
Projection
SB/PA
4 Free Projs
0.0132
Median
0.0132
Common
0.0132
Depth Charts (FG)
0.0132
ATC
0.0133
Razzball
0.0133
DraftBuddy
0.0133
ZiPS
0.0133
Steamer (FG)
0.0133
THE BAT X
0.0134
Paywall #2
0.0134
Marcels (BRef)
0.0134
Davenport
0.0136
Paywall #1
0.0139
Paywall #3
0.0139
Paywall #7
0.0139
Paywall #4
0.0141
Paywall #8
0.0142
That’s some domination by the aggregators by taking the highest 5 spots.
Take a look at 4 Runs plus RBI (R+RBI)
I mixed the 2 as a result of the outcomes had been constant (aggregators kicking ass) and I simply needed to see if any of the outcomes stood out like with stolen bases.
2024 Projection Showdown: Run and Stolen Bases
Supply
R+RBI
Marcels (BRef)
57.7
Paywall #7
57.7
Common
61.9
Davenport
62.6
4 Free Projs
63.8
THE BAT X
64.0
Razzball
64.8
ATC
64.8
Paywall #4
65.5
Median
65.8
DraftBuddy
66.2
ZiPS
66.5
Zheile (FantasyPros)
66.8
Paywall #6
67.4
Paywall #1
68.0
Paywall #3
68.0
Fantrax
68.3
Paywall #8
68.7
Steamer (FG)
69.2
Razzball (Gray)
69.5
Depth Charts (FG)
70.7
Paywall #2
71.5
Nothing modified. Accurately guessing enjoying time permits a projection to dominate these rankings. It’s time to maneuver on.
Conclusions on Hitter Projections
The reply is straightforward, get an aggregation of projection. ATC and Zeile already do the mix. Or an individual might use Tanner Bell’s projection aggregator to personally management the inputs and weighting.
Moreover, if combining projections, I’d not pay up for any with Razzball, ZiPS, THE BAT X, and Davenport all performing nice.
Take a look at 5: The place Projections Miss
Notice: I minimize and diced the out there info in what appeared a 100 alternative ways. The next are the 2 greatest examples I discovered for why projections miss. I’m positive there are higher methods to enhance projection enjoying however I haven’t havent figured them but.
From a few of my unpublished work, I’ve decided that projections miss based mostly on age, earlier enjoying time (proxy for well being), and expertise (projected OPS). I needed to seek out out why Marcels carried out higher than the usual projections. In 2024, listed below are the gamers the 4 Large Projs projected for extra enjoying time than Marcels.
2024 Projection Showdown: Enjoying Time Variations
Identify
Place
4 Free Projs – Marcel
Evan Carter
OF
80.7
Oneil Cruz
SS
78.5
Rhys Hoskins
1B
75.0
Christian Encarnacion-Strand
1B
66.5
Vinnie Pasquantino
1B/DH
63.4
Ceddanne Rafaela
SS/OF
59.5
Parker Meadows
OF
53.2
Elly De La Cruz
SS
47.6
Royce Lewis
3B
44.7
Trevor Story
SS
44.5
Nolan Jones
OF
44.1
Sal Frelick
OF
42.7
Zack Gelof
2B
42.6
Logan O’Hoppe
C
37.4
Jordan Walker
OF
35.9
Riley Greene
OF
33.9
A desk filled with prospects (e.g. Carter, Cruz) or injured gamers (e.g. Lewis, Hoskins). This verifies a few of my earlier findings that gamers with checkered enjoying histories miss their enjoying time projections.
Dropping the enjoying time on damage guys just isn’t exhausting however it’s harder with guys like Elly. If he performs day-after-day, he’s a steal.
For the subsequent instance, I grouped hitters by their Marcel enjoying time projection and mixed plate appearances from the earlier two seasons. Then I in contrast our 2021 to 2024 projected Steamer plate appearances to the precise quantity. Listed below are the outcomes.
2024 Projection Showdown: Enjoying Time Overestimates
Marcels (.5 * Prev + .1 * Prev2 + 200)
525
650
38.3
0.797
350
525
45.9
0.749
200
350
22.0
0.719
1100
1500
36.1
0.797
700
1100
56.7
0.765
0
700
24.2
0.724
Steamer’s plate look projections carry out nice for regulars or bench bats. The gamers between these two are the hardest to estimate with over 500 PA in every earlier season wanted for a strong enjoying time projection.
Whereas I centered on our Steamer projections, all the different projection methods over venture enjoying time in comparison with Marcels. They seemingly had the identical points. A fantasy supervisor would possibly must a way take into earlier enjoying time whereas making future estimates.
For proper now, I don’t know the fitting reply. As a bunch, it’s a little embarrassing {that a} easy formulation kicked everybody’s collective ass in enjoying time. Within the earlier article, I discussed including in a pc projection (e.g. Marcels) to mood expectations. I stand by that remark. For now, that’s all I can advocate.