Community picks
NHL picks leaderboard
See how users are performing on NHL picks and compare each record with the pre-game model over the same completed games.
Benchmark
Current model performance
Filtered by the selected season and game type.
XGBoost · Updated nightly · Season and game-type filters applied
#1
N60
68.9%User accuracy
Picks196
Correct135
Model accuracy67.9%
Vs model
+1.0%
#2
McGoatzema
63.6%User accuracy
Picks33
Correct21
Model accuracy63.6%
Vs model
0.0%
#3
nanderson
58.5%User accuracy
Picks41
Correct24
Model accuracy61.0%
Vs model
-2.5%
#4
TastyTBags4U
57.8%User accuracy
Picks83
Correct48
Model accuracy54.2%
Vs model
+3.6%
#5
natha
57.1%User accuracy
Picks42
Correct24
Model accuracy59.5%
Vs model
-2.4%
#6
rogercheeto1
54.3%User accuracy
Picks35
Correct19
Model accuracy51.4%
Vs model
+2.9%
#7
Nathan_iPhone
53.6%User accuracy
Picks110
Correct59
Model accuracy53.6%
Vs model
0.0%
#8
Durado Boy
52.5%User accuracy
Picks282
Correct148
Model accuracy57.1%
Vs model
-4.6%
#9
EthanF98
51.8%User accuracy
Picks110
Correct57
Model accuracy51.8%
Vs model
0.0%
#10
Lupin
46.7%User accuracy
Picks30
Correct14
Model accuracy56.7%
Vs model
-10.0%
#11
mianroguerra
46.2%User accuracy
Picks26
Correct12
Model accuracy50.0%
Vs model
-3.8%
#12
ASoggyWaffle
44.1%User accuracy
Picks34
Correct15
Model accuracy58.8%
Vs model
-14.7%
| # | Username | Picks | Correct | User accuracy | Model record | Model accuracy | Vs model |
|---|---|---|---|---|---|---|---|
| 1 | N60 |
196 | 135 | 68.9% | 133-63 | 67.9% | +1.0% |
| 2 | McGoatzema |
33 | 21 | 63.6% | 21-12 | 63.6% | 0.0% |
| 3 | nanderson |
41 | 24 | 58.5% | 25-16 | 61.0% | -2.5% |
| 4 | TastyTBags4U |
83 | 48 | 57.8% | 45-38 | 54.2% | +3.6% |
| 5 | natha |
42 | 24 | 57.1% | 25-17 | 59.5% | -2.4% |
| 6 | rogercheeto1 |
35 | 19 | 54.3% | 18-17 | 51.4% | +2.9% |
| 7 | Nathan_iPhone |
110 | 59 | 53.6% | 59-51 | 53.6% | 0.0% |
| 8 | Durado Boy |
282 | 148 | 52.5% | 161-121 | 57.1% | -4.6% |
| 9 | EthanF98 |
110 | 57 | 51.8% | 57-53 | 51.8% | 0.0% |
| 10 | Lupin |
30 | 14 | 46.7% | 17-13 | 56.7% | -10.0% |
| 11 | mianroguerra |
26 | 12 | 46.2% | 13-13 | 50.0% | -3.8% |
| 12 | ASoggyWaffle |
34 | 15 | 44.1% | 20-14 | 58.8% | -14.7% |
#1
RJM2026
Not yet qualified
100.0%User accuracy
Picks3
Correct3
Model accuracy100.0%
Vs model0.0%
#2
ARCHAHNGELl
Not yet qualified
100.0%User accuracy
Picks1
Correct1
Model accuracy100.0%
Vs model0.0%
#3
bluesbckr
Not yet qualified
100.0%User accuracy
Picks1
Correct1
Model accuracy100.0%
Vs model0.0%
#4
Bzaone
Not yet qualified
100.0%User accuracy
Picks1
Correct1
Model accuracy0.0%
Vs model+100.0%
#5
Drakarys
Not yet qualified
100.0%User accuracy
Picks1
Correct1
Model accuracy0.0%
Vs model+100.0%
#6
Keseven
Not yet qualified
100.0%User accuracy
Picks1
Correct1
Model accuracy100.0%
Vs model0.0%
#7
Mattymo
Not yet qualified
81.8%User accuracy
Picks11
Correct9
Model accuracy63.6%
Vs model+18.2%
#8
jaycat
Not yet qualified
75.0%User accuracy
Picks4
Correct3
Model accuracy75.0%
Vs model0.0%
#9
PW
Not yet qualified
75.0%User accuracy
Picks4
Correct3
Model accuracy75.0%
Vs model0.0%
#10
Bergzy
Not yet qualified
71.4%User accuracy
Picks7
Correct5
Model accuracy57.1%
Vs model+14.3%
#11
modestant13
Not yet qualified
71.4%User accuracy
Picks7
Correct5
Model accuracy57.1%
Vs model+14.3%
#12
esua82
Not yet qualified
60.0%User accuracy
Picks5
Correct3
Model accuracy60.0%
Vs model0.0%
#13
h4ngout
Not yet qualified
55.0%User accuracy
Picks20
Correct11
Model accuracy55.0%
Vs model0.0%
#14
NoahPMan
Not yet qualified
50.0%User accuracy
Picks22
Correct11
Model accuracy72.7%
Vs model-22.7%
#15
JZO_Splash
Not yet qualified
50.0%User accuracy
Picks6
Correct3
Model accuracy50.0%
Vs model0.0%
#16
LasVegasLlama
Not yet qualified
50.0%User accuracy
Picks2
Correct1
Model accuracy0.0%
Vs model+50.0%
#17
Kamk100
Not yet qualified
40.0%User accuracy
Picks5
Correct2
Model accuracy60.0%
Vs model-20.0%
#18
milagrin
Not yet qualified
33.3%User accuracy
Picks3
Correct1
Model accuracy33.3%
Vs model0.0%
#19
grmnvch
Not yet qualified
20.0%User accuracy
Picks5
Correct1
Model accuracy60.0%
Vs model-40.0%
#20
BigPapa27
Not yet qualified
16.7%User accuracy
Picks6
Correct1
Model accuracy50.0%
Vs model-33.3%
#21
ayaan72
Not yet qualified
0.0%User accuracy
Picks2
Correct0
Model accuracy0.0%
Vs model0.0%
#22
bertonking
Not yet qualified
0.0%User accuracy
Picks1
Correct0
Model accuracy0.0%
Vs model0.0%
#23
chicken5o
Not yet qualified
0.0%User accuracy
Picks1
Correct0
Model accuracy100.0%
Vs model-100.0%
#24
Keegz
Not yet qualified
0.0%User accuracy
Picks1
Correct0
Model accuracy0.0%
Vs model0.0%
| # | Username | Picks | Correct | User accuracy | Model record | Model accuracy | Vs model |
|---|---|---|---|---|---|---|---|
| 1 | RJM2026 Not yet qualified |
3 | 3 | 100.0% | 3-0 | 100.0% | 0.0% |
| 2 | ARCHAHNGELlNot yet qualified |
1 | 1 | 100.0% | 1-0 | 100.0% | 0.0% |
| 3 | bluesbckr Not yet qualified |
1 | 1 | 100.0% | 1-0 | 100.0% | 0.0% |
| 4 | BzaoneNot yet qualified |
1 | 1 | 100.0% | 0-1 | 0.0% | +100.0% |
| 5 | DrakarysNot yet qualified |
1 | 1 | 100.0% | 0-1 | 0.0% | +100.0% |
| 6 | KesevenNot yet qualified |
1 | 1 | 100.0% | 1-0 | 100.0% | 0.0% |
| 7 | MattymoNot yet qualified |
11 | 9 | 81.8% | 7-4 | 63.6% | +18.2% |
| 8 | jaycatNot yet qualified |
4 | 3 | 75.0% | 3-1 | 75.0% | 0.0% |
| 9 | PWNot yet qualified |
4 | 3 | 75.0% | 3-1 | 75.0% | 0.0% |
| 10 | BergzyNot yet qualified |
7 | 5 | 71.4% | 4-3 | 57.1% | +14.3% |
| 11 | modestant13Not yet qualified |
7 | 5 | 71.4% | 4-3 | 57.1% | +14.3% |
| 12 | esua82Not yet qualified |
5 | 3 | 60.0% | 3-2 | 60.0% | 0.0% |
| 13 | h4ngoutNot yet qualified |
20 | 11 | 55.0% | 11-9 | 55.0% | 0.0% |
| 14 | NoahPManNot yet qualified |
22 | 11 | 50.0% | 16-6 | 72.7% | -22.7% |
| 15 | JZO_SplashNot yet qualified |
6 | 3 | 50.0% | 3-3 | 50.0% | 0.0% |
| 16 | LasVegasLlamaNot yet qualified |
2 | 1 | 50.0% | 0-2 | 0.0% | +50.0% |
| 17 | Kamk100Not yet qualified |
5 | 2 | 40.0% | 3-2 | 60.0% | -20.0% |
| 18 | milagrinNot yet qualified |
3 | 1 | 33.3% | 1-2 | 33.3% | 0.0% |
| 19 | grmnvchNot yet qualified |
5 | 1 | 20.0% | 3-2 | 60.0% | -40.0% |
| 20 | BigPapa27Not yet qualified |
6 | 1 | 16.7% | 3-3 | 50.0% | -33.3% |
| 21 | ayaan72Not yet qualified |
2 | 0 | 0.0% | 0-2 | 0.0% | 0.0% |
| 22 | bertonkingNot yet qualified |
1 | 0 | 0.0% | 0-1 | 0.0% | 0.0% |
| 23 | chicken5oNot yet qualified |
1 | 0 | 0.0% | 1-0 | 100.0% | -100.0% |
| 24 | KeegzNot yet qualified |
1 | 0 | 0.0% | 0-1 | 0.0% | 0.0% |
How ranking works
Users are ranked using completed picks in the current filtered view. When qualified only is enabled, users need at least 25 completed picks for the main table.
User accuracy
Correct picks divided by completed picks, expressed as a percentage.
Model record
The model’s win-loss record on the exact same games picked by that user.
Model accuracy
The model’s correct-pick percentage on the same sample of games.
Vs model
User accuracy minus model accuracy. Positive values mean the user outperformed the model.
Why qualification matters
Requiring a minimum number of completed picks helps reduce small-sample volatility.