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    All Forums | NHL Betting Forum

    Testing an NHL model with 69% accuracy - Week 2

    TheProphet88
    BristolNole
    Ramanujan
    Participants:
    Search model icon
    Views: 469
    Posts: 8
     
    TheProphet88
    TheProphet88
    Prospect
    Participation Meter
    Joined: Jul, 2025
    Posts: 36
    Posted: Apr. 7, 2026 - 12:45 PM ET #1

    Hello everyone,

    This are the results from the WEEK 1 (03/30 to 04/05)

    S

    Summary

    56 28 50.00%
    By date

    2026-03-30 5 2 -40.00%
    2026-03-31 10 6 -60.00%
    2026-04-01 3 2 -66.67%
    2026-04-02 14 7 -50.00%
    2026-04-03 2 1 -50.00%
    2026-04-04 15 8 -53.33%
    2026-04-05 7 2 -28.57%
    By Tier

    Pass- 10- 3 -30.00%
    Strong -16 -8 -50.00%
    Elite -20 -11 -55.00%
    Lean -10 -6 -60.00%
    By pick

    2026-03-30 CGY @ COL CGY No Lean
    2026-03-30 PIT @ NYI NYI No Elite
    2026-03-30 STL @ SJS SJS Yes Strong
    2026-03-30 TOR @ ANA ANA No Lean
    2026-03-30 VAN @ VGK VGK Yes Pass
    2026-03-31 CAR @ CBJ CAR Yes Elite
    2026-03-31 DAL @ BOS BOS Yes Elite
    2026-03-31 DET @ PIT DET No Pass
    2026-03-31 MTL @ TBL TBL No Strong
    2026-03-31 NJD @ NYR NJD No Elite
    2026-03-31 NYI @ BUF BUF Yes Elite
    2026-03-31 OTT @ FLA OTT No Pass
    2026-03-31 PHI @ WSH WSH Yes Strong
    2026-03-31 SEA @ EDM EDM Yes Elite
    2026-03-31 WPG @ CHI WPG Yes Elite
    2026-04-01 ANA @ SJS SJS Yes Lean
    2026-04-01 STL @ LAK LAK Yes Strong
    2026-04-01 VAN @ COL COL No Elite
    2026-04-02 BOS @ FLA BOS No Elite
    2026-04-02 BUF @ OTT BUF No Strong
    2026-04-02 CBJ @ CAR CAR Yes Elite
    2026-04-02 CGY @ VGK VGK Yes Elite
    2026-04-02 CHI @ EDM EDM Yes Elite
    2026-04-02 DET @ PHI DET Yes Pass
    2026-04-02 MTL @ NYR NYR No Pass
    2026-04-02 NSH @ LAK LAK No Strong
    2026-04-02 PIT @ TBL PIT No Pass
    2026-04-02 TOR @ SJS TOR No Strong
    2026-04-02 UTA @ SEA UTA Yes Strong
    2026-04-02 VAN @ MIN MIN Yes Elite
    2026-04-02 WPG @ DAL WPG No Pass
    2026-04-02 WSH @ NJD NJD Yes Lean
    2026-04-03 PHI @ NYI NYI No Pass
    2026-04-03 STL @ ANA STL Yes Lean
    2026-04-04 BOS @ TBL BOS No Strong
    2026-04-04 BUF @ WSH WSH Yes Pass
    2026-04-04 CGY @ ANA ANA No Elite
    2026-04-04 CHI @ SEA SEA No Elite
    2026-04-04 COL @ DAL COL Yes Lean
    2026-04-04 DET @ NYR DET No Pass
    2026-04-04 FLA @ PIT PIT Yes Strong
    2026-04-04 MIN @ OTT OTT No Lean
    2026-04-04 MTL @ NJD NJD No Strong
    2026-04-04 NSH @ SJS SJS No Strong
    2026-04-04 NYI @ CAR CAR Yes Elite
    2026-04-04 TOR @ LAK LAK Yes Lean
    2026-04-04 UTA @ VAN UTA Yes Elite
    2026-04-04 VGK @ EDM VGK Yes Lean
    2026-04-04 WPG @ CBJ WPG Yes Strong
    2026-04-05 BOS @ PHI BOS No Strong
    2026-04-05 CAR @ OTT CAR No Lean
    2026-04-05 FLA @ PIT PIT Yes Strong
    2026-04-05 MIN @ DET DET No Elite
    2026-04-05 NJD @ MTL NJD Yes Strong
    2026-04-05 STL @ COL COL No Elite
    2026-04-05 WSH @ NYR WSH No Elite
    I made some modifications for the model, let's see the results for week 2.

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    To remove first post, remove entire topic.

    Hello everyone,

    This are the results from the WEEK 1 (03/30 to 04/05)

    S

    Summary

    56 28 50.00%
    By date

    2026-03-30 5 2 -40.00%
    2026-03-31 10 6 -60.00%
    2026-04-01 3 2 -66.67%
    2026-04-02 14 7 -50.00%
    2026-04-03 2 1 -50.00%
    2026-04-04 15 8 -53.33%
    2026-04-05 7 2 -28.57%
    By Tier

    Pass- 10- 3 -30.00%
    Strong -16 -8 -50.00%
    Elite -20 -11 -55.00%
    Lean -10 -6 -60.00%
    By pick

    2026-03-30 CGY @ COL CGY No Lean
    2026-03-30 PIT @ NYI NYI No Elite
    2026-03-30 STL @ SJS SJS Yes Strong
    2026-03-30 TOR @ ANA ANA No Lean
    2026-03-30 VAN @ VGK VGK Yes Pass
    2026-03-31 CAR @ CBJ CAR Yes Elite
    2026-03-31 DAL @ BOS BOS Yes Elite
    2026-03-31 DET @ PIT DET No Pass
    2026-03-31 MTL @ TBL TBL No Strong
    2026-03-31 NJD @ NYR NJD No Elite
    2026-03-31 NYI @ BUF BUF Yes Elite
    2026-03-31 OTT @ FLA OTT No Pass
    2026-03-31 PHI @ WSH WSH Yes Strong
    2026-03-31 SEA @ EDM EDM Yes Elite
    2026-03-31 WPG @ CHI WPG Yes Elite
    2026-04-01 ANA @ SJS SJS Yes Lean
    2026-04-01 STL @ LAK LAK Yes Strong
    2026-04-01 VAN @ COL COL No Elite
    2026-04-02 BOS @ FLA BOS No Elite
    2026-04-02 BUF @ OTT BUF No Strong
    2026-04-02 CBJ @ CAR CAR Yes Elite
    2026-04-02 CGY @ VGK VGK Yes Elite
    2026-04-02 CHI @ EDM EDM Yes Elite
    2026-04-02 DET @ PHI DET Yes Pass
    2026-04-02 MTL @ NYR NYR No Pass
    2026-04-02 NSH @ LAK LAK No Strong
    2026-04-02 PIT @ TBL PIT No Pass
    2026-04-02 TOR @ SJS TOR No Strong
    2026-04-02 UTA @ SEA UTA Yes Strong
    2026-04-02 VAN @ MIN MIN Yes Elite
    2026-04-02 WPG @ DAL WPG No Pass
    2026-04-02 WSH @ NJD NJD Yes Lean
    2026-04-03 PHI @ NYI NYI No Pass
    2026-04-03 STL @ ANA STL Yes Lean
    2026-04-04 BOS @ TBL BOS No Strong
    2026-04-04 BUF @ WSH WSH Yes Pass
    2026-04-04 CGY @ ANA ANA No Elite
    2026-04-04 CHI @ SEA SEA No Elite
    2026-04-04 COL @ DAL COL Yes Lean
    2026-04-04 DET @ NYR DET No Pass
    2026-04-04 FLA @ PIT PIT Yes Strong
    2026-04-04 MIN @ OTT OTT No Lean
    2026-04-04 MTL @ NJD NJD No Strong
    2026-04-04 NSH @ SJS SJS No Strong
    2026-04-04 NYI @ CAR CAR Yes Elite
    2026-04-04 TOR @ LAK LAK Yes Lean
    2026-04-04 UTA @ VAN UTA Yes Elite
    2026-04-04 VGK @ EDM VGK Yes Lean
    2026-04-04 WPG @ CBJ WPG Yes Strong
    2026-04-05 BOS @ PHI BOS No Strong
    2026-04-05 CAR @ OTT CAR No Lean
    2026-04-05 FLA @ PIT PIT Yes Strong
    2026-04-05 MIN @ DET DET No Elite
    2026-04-05 NJD @ MTL NJD Yes Strong
    2026-04-05 STL @ COL COL No Elite
    2026-04-05 WSH @ NYR WSH No Elite
    I made some modifications for the model, let's see the results for week 2.

     
    TheProphet88
    TheProphet88
    Prospect
    Participation Meter
    Joined: Jul, 2025
    Posts: 36
    Posted: Apr. 7, 2026 - 12:46 PM ET #2

    After Week 1, I wasn't happy with the model's results, so I made some modifications. It currently doesn't provide as many "Elite" and "Strong" picks as before, but I expect the accuracy to be much higher this way.

    I performed an audit of the model to ensure there was no data leakage, and the results were as follows:

    Prediction date range: 2025-10-07 to 2026-03-30

    Full-schedule accuracy: 64.40%

    Accuracy by Tier:

    Elite: 84.17% (117/139)

    Strong: 74.07% (120/162)

    Lean: 71.22% (198/278)

    Pass: 54.65% (323/591)

    Ranking system:
    1 - Elite | 2 - Strong | 3 - Lean | 4 - Pass

    Let’s have faith that this works so everyone can make some money for the rest of the season!
    Today’s Picks:

    BOS @ CAR --CAR --Pass
    CBJ @ DET --DET --Pass
    CGY @ DAL --DAL --Lean
    COL @ STL --COL --Lean
    EDM @ UTA --EDM --Pass
    FLA @ MTL --FLA --Lean
    NSH @ ANA --ANA --Pass
    PHI @ NJD --NJD --Lean
    SEA @ MIN --MIN --Lean
    TBL @ OTT --TBL --Pass
    VGK @ VAN --VGK --Strong

     

     

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    After Week 1, I wasn't happy with the model's results, so I made some modifications. It currently doesn't provide as many "Elite" and "Strong" picks as before, but I expect the accuracy to be much higher this way.

    I performed an audit of the model to ensure there was no data leakage, and the results were as follows:

    Prediction date range: 2025-10-07 to 2026-03-30

    Full-schedule accuracy: 64.40%

    Accuracy by Tier:

    Elite: 84.17% (117/139)

    Strong: 74.07% (120/162)

    Lean: 71.22% (198/278)

    Pass: 54.65% (323/591)

    Ranking system:
    1 - Elite | 2 - Strong | 3 - Lean | 4 - Pass

    Let’s have faith that this works so everyone can make some money for the rest of the season!
    Today’s Picks:

    BOS @ CAR --CAR --Pass
    CBJ @ DET --DET --Pass
    CGY @ DAL --DAL --Lean
    COL @ STL --COL --Lean
    EDM @ UTA --EDM --Pass
    FLA @ MTL --FLA --Lean
    NSH @ ANA --ANA --Pass
    PHI @ NJD --NJD --Lean
    SEA @ MIN --MIN --Lean
    TBL @ OTT --TBL --Pass
    VGK @ VAN --VGK --Strong

     

     

     
    BristolNole
    BristolNole
    Prospect
    Participation Meter
    Joined: Mar, 2025
    Posts: 129
    Posted: Apr. 7, 2026 - 6:45 PM ET #3

    Win percentages are good, but the problem is W/L records aren't what's important betting hockey.  It's units ($$) W/L that matters.

    I noticed for example, your Elite plays are often on very heavy favorites, so a 20-11 record could easily be negative dollars.  Without keeping track, I can't know for sure.

    But, you should consider incorporating Units won and lost for clarity.

    Just my thoughts.  Wish you success.

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    Win percentages are good, but the problem is W/L records aren't what's important betting hockey.  It's units ($$) W/L that matters.

    I noticed for example, your Elite plays are often on very heavy favorites, so a 20-11 record could easily be negative dollars.  Without keeping track, I can't know for sure.

    But, you should consider incorporating Units won and lost for clarity.

    Just my thoughts.  Wish you success.

     
    TheProphet88
    TheProphet88
    Prospect
    Participation Meter
    Joined: Jul, 2025
    Posts: 36
    Posted: Apr. 7, 2026 - 7:14 PM ET #4

    @BristolNole

    Hey! You’re right about that; I’m definitely including odds and a unit system in the future. I expect to have that ready for next season.

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    @BristolNole

    Hey! You’re right about that; I’m definitely including odds and a unit system in the future. I expect to have that ready for next season.

     
    Ramanujan
    Ramanujan
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    Joined: Jun, 2016
    Posts: 3443
    Posted: Apr. 7, 2026 - 7:41 PM ET #5

    You need to post ROI. Everything else is meaningless. Good luck

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    You need to post ROI. Everything else is meaningless. Good luck

     
    TheProphet88
    TheProphet88
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    Joined: Jul, 2025
    Posts: 36
    Posted: Apr. 7, 2026 - 7:52 PM ET #6

    I am not working with odds or a betting system yet, but it will be added in the future.

     

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    I am not working with odds or a betting system yet, but it will be added in the future.

     

     
    Ramanujan
    Ramanujan
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    Posts: 3443
    Posted: Apr. 8, 2026 - 5:53 PM ET #7

    Until your system includes odds it is literally useless 

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    Until your system includes odds it is literally useless 

     
     
    TheProphet88
    TheProphet88
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    Posts: 36
    Posted: Apr. 9, 2026 - 12:05 PM ET #8

    @Ramanujan

    It can be use as guide for now

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    @Ramanujan

    It can be use as guide for now

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