Results 1 to 3 of 3
  1. #1
    Pmig is offline Private Member
    Join Date
    August 2012
    Posts
    189
    Thanks
    48
    Thanked 78 Times in 55 Posts

    Thumbs up TopSavant - ML Football Predictions Platform | Free Premium Access + White Label

    Hey everyone,

    I've been lurking here for years (former affiliate with 400+ gambling sites before Portugal's regulation changes) and wanted to share something I've been building and get your honest feedback.

    TopSavant (top savant . com) is a football predictions platform I've developed using proprietary machine learning models. Everything is built and processed in-house – no third-party data reselling or recycled tips from elsewhere. The algorithms analyze historical data, form, head-to-head records, and dozens of other variables to generate predictions. Also have a Portuguese version (tipster .pt).

    What it offers:

    • Coverage of 1,200+ leagues worldwide
    • Daily predictions with confidence ratings
    • Full transparency on historical performance (you can verify everything yourself)


    Why I'm posting:

    • Free Premium Access – I'm offering GPWA members complimentary premium access to test the platform properly. No strings attached, just want real feedback from people who understand this industry.
    • White Label Available – The entire system is available as a white label solution for those looking to add predictions to their existing properties.
    • Honest Pricing Feedback – I'd genuinely like to know:
      • As an end user, what would you consider fair monthly pricing for a service like this?
      • As a white label partner, what pricing model would make sense for you? (Revenue share, flat fee, per-prediction, etc.)


    Been in this game for 20+ years and I know how saturated the "tipster" market is. That's exactly why I built something with actual ML behind it rather than gut feelings.

    DM me for premium access or drop your thoughts below.
    Cheers

  2. #2
    TheGooner's Avatar
    TheGooner is offline Private Member
    Join Date
    March 2007
    Location
    New Zealand
    Posts
    4,568
    Thanks
    2,092
    Thanked 4,539 Times in 2,179 Posts

    Default

    I'd be interested in taking a look at it - and comparing it's output and results to what my tipsters and my own spreadsheet +EV analysis produces.

    I've been doing this since 1999 but I'm getting a bit old and jaded - and am unlikely to add to my site - so my review and thoughts would be primarily as an end user - unless you wanted to get into the guts of discussing picks algos and what is and isn't working

    My site :
    https://www.goonersguide.com/ and the ELO spreadsheet https://www.goonersguide.com/numbers_spreadsheet.htm

    My gut feel is that automated "tips" are a dime a dozen - so if that's really all that's offered without and human moderation and interaction then you'll live and die on your raw record - and whether it reliably makes a profit.

    Most systems - including mine - don't really do better than tread water - unless you add in a bit of human intuition around the match situation and any special motivations etc.

    eg. I've never REALLY found a good mathematical model to emulate :
    - team tiredness
    - players returning / suspended / injured
    - red card variance
    - press / social media motivation etc.

    While I can imagine and model some of these - the actual workload of collecting all the data for teams and players and positional formations is far too onerous for me - so I stick to a much more basic model.

    And then we get onto the fact that football is a low frequency and lumpy scoring model with the most common team score = 1, and the second most common team score = 0.

    --------------

    TLDR ?
    I'll tell you what I think as an end user - and discuss systems until "the cows come home" if you want that sort of thing.
    But I see that's only a small subset of what you're looking for.

    PM me if you're interested.

  3. The Following 2 Users Say Thank You to TheGooner For This Useful Post:

    iso2009 (21 December 2025), Pmig (18 December 2025)

  4. #3
    Pmig is offline Private Member
    Join Date
    August 2012
    Posts
    189
    Thanks
    48
    Thanked 78 Times in 55 Posts

    Default

    Thank you so much for your detailed insight. I just sent a private message.

    im evaluating also distance traveling, weather impact and other small details

  5. The Following User Says Thank You to Pmig For This Useful Post:

    TheGooner (19 December 2025)

Posting Permissions

  • You may not post new threads
  • You may not post replies
  • You may not post attachments
  • You may not edit your posts
  •