Early access to AI models
August 21, 2026
Artificial intelligence is constantly evolving.
At SignalTurf, our analysis models are regularly improved through new learning methods, our research work, and the ongoing growth of our historical data.
Premium subscribers get early access to these new generations of models once they’ve been fully developed, evaluated, and validated.
Every new generation has to prove itself
Creating a new model doesn’t mean it will be used in the app.
Before being deployed, every new generation is compared to the model currently used by SignalTurf using a rigorous evaluation methodology.
A new generation is only released if it demonstrates better performance than the one it’s meant to replace.
Otherwise, the previous model stays in production.
This requirement ensures that every update brings a real benefit to users.
What does “early access” mean?
Early access lets you automatically use the most recent generation of models available in SignalTurf.
As soon as a new generation is validated, it’s first made available to Premium subscribers.
Other users continue using the previous generation until it becomes generally available.
Premium subscribers therefore always have access to the most recent generation of models validated by SignalTurf.
Why do Premium subscribers get this benefit?
Premium subscriptions directly contribute to SignalTurf’s ongoing development and to funding the research that improves the artificial intelligence models.
In return, Premium subscribers get priority access to the latest generations of models as soon as they’re validated.
When a new generation is ready, it’s deployed to Premium subscribers, while the previous Premium generation gradually becomes the public version.
Performance shown in the app
The statistics available in SignalTurf always correspond to the public model, meaning the version used by all users.
Generations available through early access don’t yet have dedicated public statistics.
This ensures that every user views the same performance indicators, based on a sufficiently representative history.
A fully automatic update
You don’t need to take any action.
If your subscription includes early access, SignalTurf automatically uses the most recent generation of models you have access to.
No configuration, no additional download, and no settings changes are required.
Go further
Early access only concerns the generation of models used to produce the analyses.
To understand how they work, check out the AI models chapter.
The Types of bets chapter then presents the main bet types offered in the app and how predictions can be used to interpret them.