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18 December 2025, 2:39 am
#1
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
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18 December 2025, 4:40 am
#2
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.
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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.
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The Following 2 Users Say Thank You to TheGooner For This Useful Post:
iso2009 (21 December 2025), Pmig (18 December 2025)
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18 December 2025, 5:22 am
#3
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
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The Following User Says Thank You to Pmig For This Useful Post:
TheGooner (19 December 2025)
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