BitFan
Public Service Atlas for Bittensor
BitFan
Poker44 lets poker-security developers and operators test bot-detection models against live poker-behavior data, while its broader consumer poker-room vision is still not publicly proven as a finished product.
Poker44’s current public product is a poker bot-detection benchmark and model-evaluation system. It turns poker-hand behavior data into evaluation tasks so model builders can return bot-risk predictions and compare performance. The real target user today is not primarily a casual poker player. The immediate users are machine-learning developers, poker-security researchers, fraud teams, and poker operators who want to test bot-detection methods. What is usable today is the public website, dashboard, GitHub repository, local quickstart, and benchmark API documentation. What is not publicly verified is a finished consumer poker room, verified real-money gameplay access, licensing or jurisdiction rules, public pricing, third-party customer integrations, independent security audit, formal support process, or audited model performance.
The real target user today is not primarily a casual poker player. The immediate users are machine-learning developers, poker-security researchers, fraud teams, and poker operators who want to test bot-detection methods.
What is usable today is the public website, dashboard, GitHub repository, local quickstart, and benchmark API documentation. What is not publicly verified is a finished consumer poker room, verified real-money gameplay access, licensing or jurisdiction rules, public pricing, third-party customer integrations, independent security audit, formal support process, or audited model performance.
Closest alternatives depend on the buyer: PokerStars, GGPoker, and WPT Global for poker rooms with integrity systems; SEON and Sift for fraud/risk infrastructure. Poker44 appears stronger in benchmark transparency and narrow poker-bot focus, but weaker in commercial proof, compliance maturity, user experience, security audits, and public customer validation.
Poker44 is a real, active technical system for poker bot detection. It is worth watching for developers and poker-security teams. For ordinary poker players, it is still too early to treat as a proven poker room.
