QQPK Poker Platform Under Scrutiny for Bot Usage and Manipulated RNG

An extensive investigation into the QQPK poker platform has revealed significant concerns about game integrity, with evidence suggesting widespread bot usage and potential manipulation of the random number generator (RNG). The investigation, which analyzed 26 million hands played in 27,936 tournaments with buy-ins ranging from 0 to $525 between July 2, 2026, and October 2, 2026, identified 5,999 suspicious accounts, with 2,587 of them being bots with nearly 100% certainty.

The bots exhibited consistent statistical patterns, such as uniform 3-bet sizing and 100% limp-3-bet frequency with specific hand ranges. The investigation found that the bots had an unusually high win rate in all-ins, particularly when they were the underdogs. The bots won significantly more in larger pots, with most of their winnings coming from pots between 20 and 200 bb. The investigation also revealed that the bots consistently limped top 2% hands if there was no prior action and always played limp-3-bet against raises.

The bots had specific statistical characteristics, including VPIP 30-34, PFR 20-23, and 3-bet 11-15, with uniform 3-bet sizing. The investigation noted that almost all suspicious accounts appeared around the same time in the spring of 2026 and played similar volumes within their ABI ranges. Additionally, the investigation found a menu for manual card dealing in the client code, which could be activated under certain conditions.