Community picks
NHL picks leaderboard
See how users are performing on NHL picks and compare each record with the selected pre-game model over matching completed games.
Benchmark
Model V2 performance
Filtered by the selected season and game type.
XGBoost · Updated nightly · Season and game-type filters applied
Community benchmark
Model V2 vs all users
Combined results for every user in the selected season and game type, including users below the qualification threshold.
393 / 684 correct picks · 22 users
422 / 680 correct matching picks
Users on matching picks: 57.4%
Every user pick counts once. For the comparison, the model is scored once for each matching user pick, so popular games carry the same weight for both sides. The advantage uses matching picks only; positive percentage points (pp) mean the model leads.
#1
pyckwyk
72.7%User accuracy
Picks11
Correct8
Model accuracy81.8%
Vs model
-9.1%
#2
Strund0
69.7%User accuracy
Picks33
Correct23
Model accuracy57.6%
Vs model
+12.1%
#3
nanderson
64.7%User accuracy
Picks34
Correct22
Model accuracy58.8%
Vs model
+5.9%
63.6%User accuracy
Picks11
Correct7
Model accuracy81.8%
Vs model
-18.2%
63.0%User accuracy
Picks27
Correct17
Model accuracy74.1%
Vs model
-11.1%
#6
Durado Boy
61.9%User accuracy
Picks42
Correct26
Model accuracy65.9%
Vs model
-4.0%
#7
natha
61.1%User accuracy
Picks36
Correct22
Model accuracy63.9%
Vs model
-2.8%
60.0%User accuracy
Picks10
Correct6
Model accuracy60.0%
Vs model
0.0%
#9
Nathan_iPhone
57.1%User accuracy
Picks21
Correct12
Model accuracy61.9%
Vs model
-4.8%
#10
RagedGravy
57.1%User accuracy
Picks14
Correct8
Model accuracy71.4%
Vs model
-14.3%
#11
N60
57.0%User accuracy
Picks114
Correct65
Model accuracy64.0%
Vs model
-7.0%
#12
TastyTBags4U
55.8%User accuracy
Picks104
Correct58
Model accuracy56.3%
Vs model
-0.5%
53.8%User accuracy
Picks184
Correct99
Model accuracy61.2%
Vs model
-7.4%
#14
gibittome
46.7%User accuracy
Picks15
Correct7
Model accuracy53.3%
Vs model
-6.6%
| # | Username | Picks | Correct | User accuracy | Model record | Model accuracy | Vs model |
|---|---|---|---|---|---|---|---|
| 1 | pyckwyk |
11 | 8 | 72.7% | 9-2 | 81.8% | -9.1% |
| 2 | Strund0 |
33 | 23 | 69.7% | 19-14 | 57.6% | +12.1% |
| 3 | nanderson |
34 | 22 | 64.7% | 20-14 | 58.8% | +5.9% |
| 4 | 11 | 7 | 63.6% | 9-2 | 81.8% | -18.2% | |
| 5 | 27 | 17 | 63.0% | 20-7 | 74.1% | -11.1% | |
| 6 | Durado Boy |
42 | 26 | 61.9% | 27-14 | 65.9% | -4.0% |
| 7 | natha |
36 | 22 | 61.1% | 23-13 | 63.9% | -2.8% |
| 8 | 10 | 6 | 60.0% | 6-4 | 60.0% | 0.0% | |
| 9 | Nathan_iPhone |
21 | 12 | 57.1% | 13-8 | 61.9% | -4.8% |
| 10 | RagedGravy |
14 | 8 | 57.1% | 10-4 | 71.4% | -14.3% |
| 11 | N60 |
114 | 65 | 57.0% | 73-41 | 64.0% | -7.0% |
| 12 | TastyTBags4U |
104 | 58 | 55.8% | 58-45 | 56.3% | -0.5% |
| 13 | 184 | 99 | 53.8% | 112-71 | 61.2% | -7.4% | |
| 14 | gibittome |
15 | 7 | 46.7% | 8-7 | 53.3% | -6.6% |
#1
saoul96
Not yet qualified
100.0%User accuracy
Picks1
Correct1
Model accuracy100.0%
Vs model0.0%
#2
T100
Not yet qualified
66.7%User accuracy
Picks3
Correct2
Model accuracy100.0%
Vs model-33.3%
#3
TastyTBags4U
Not yet qualified
62.5%User accuracy
Picks8
Correct5
Model accuracy62.5%
Vs model0.0%
#4
crepin
Not yet qualified
50.0%User accuracy
Picks2
Correct1
Model accuracy50.0%
Vs model0.0%
#5
WizSenpai
Not yet qualified
33.3%User accuracy
Picks9
Correct3
Model accuracy44.4%
Vs model-11.1%
#6
Ghoostyy
Not yet qualified
33.3%User accuracy
Picks3
Correct1
Model accuracy33.3%
Vs model0.0%
#7
mmcfarlane12
Not yet qualified
0.0%User accuracy
Picks1
Correct0
Model accuracy0.0%
Vs model0.0%
#8
Petrolito45
Not yet qualified
0.0%User accuracy
Picks1
Correct0
Model accuracy100.0%
Vs model-100.0%
| # | Username | Picks | Correct | User accuracy | Model record | Model accuracy | Vs model |
|---|---|---|---|---|---|---|---|
| 1 | saoul96Not yet qualified |
1 | 1 | 100.0% | 1-0 | 100.0% | 0.0% |
| 2 | T100Not yet qualified |
3 | 2 | 66.7% | 2-0 | 100.0% | -33.3% |
| 3 | TastyTBags4U Not yet qualified |
8 | 5 | 62.5% | 5-3 | 62.5% | 0.0% |
| 4 | crepinNot yet qualified |
2 | 1 | 50.0% | 1-1 | 50.0% | 0.0% |
| 5 | WizSenpaiNot yet qualified |
9 | 3 | 33.3% | 4-5 | 44.4% | -11.1% |
| 6 | GhoostyyNot yet qualified |
3 | 1 | 33.3% | 1-2 | 33.3% | 0.0% |
| 7 | mmcfarlane12Not yet qualified |
1 | 0 | 0.0% | 0-1 | 0.0% | 0.0% |
| 8 | Petrolito45 Not yet qualified |
1 | 0 | 0.0% | 1-0 | 100.0% | -100.0% |
How ranking works
Users are ranked using completed picks in the current filtered view. When qualified only is enabled, users need at least 10 completed picks for the main table.
User accuracy
Correct picks divided by completed picks, expressed as a percentage.
Model record
Model V2’s win-loss record on games picked by that user where this model has a prediction.
Model accuracy
The model’s correct-pick percentage on games picked by the user with an available Model V2 prediction. This sample may be smaller than the user’s completed picks.
Vs model
The displayed user accuracy minus the displayed model accuracy, in percentage points. Positive values mean the user’s displayed accuracy is higher; the samples may differ when model predictions are unavailable.
Why qualification matters
Requiring a minimum number of completed picks helps reduce small-sample volatility.