200M+ Hands Analyzed

Industry Ecology Report

Data-driven comparison of poker platform ecosystems. See which platforms match your skill level — powered by 200M+ hands across 5 major platforms.

Powered by AceGuardian anti-cheat technology
This page reflects platform-wide trends, not individual player judgments. All metrics shown are aggregated and probabilistic.
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Your rank: Grinder (3,450)
See where you're profitable across platforms
GG Poker
Public cash games
Players 12.4K
Winners 22%
Avg Rake 4.2 BB/100
Tough field -- Expert+ needed
PokerStars
Robust cash games
Players 18.7K
Winners 28%
Avg Rake 2.8 BB/100
Breakeven -- rank up to profit
WPT Gold
Regulated US pools
Players 3.2K
Winners 35%
Avg Rake 2.1 BB/100
Profitable for your rank
WPT Global
Cash poker networks
Players 5.8K
Winners 31%
Avg Rake 2.5 BB/100
Profitable for your rank
ACR
High volume online pools
Players 8.1K
Winners 26%
Avg Rake 3.1 BB/100
Breakeven -- rank up to profit
48.2K
Total Players Analyzed
7
Active Stakes
2021-2025
Data Period
27%
Winners Ratio
218M
Hands Analyzed
Game Fairness -- Who Wins, Who Loses, Who Plays Primary
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Winners vs Losers Ratio -- Donut Chart
PokerStars: 28% winners / 72% losers
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Winrate Distribution Histogram (BB/100)
100-bin distribution from -10 to +10 BB/100

Reg-to-Fish Breakdown

Stake Total Players Regs (%) Fish (%) Fish Hands (%)
NL100 4,280 76% 24% 8%
NL200 2,840 82% 18% 6%
NL500 1,620 88% 12% 4%
NL1K 680 92% 8% 3%
Skill Distribution & Rake Impact
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Rake Comparison -- Bar Chart by Platform
GG Poker rake is several times higher at NL1K+

Top Winners (5K+ hands, PokerStars)

# Player Stake BB/100 Hands Min Rank
1 Player_***A NL1K +8.2 45K Master
2 Player_***B NL500 +5.7 82K Expert
3 Player_***C NL200 +4.1 124K Analyst
4 Player_***D NL100 +3.5 210K Grinder
Security & Integrity Bot Risk
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Bot Activity Timeline (2020-2025)
GG: High (2021-23) to Near-Zero (2024+) | ACR: Fresh groups detected Feb 2026

Platform Integrity Assessment

PokerStars
Low bot presence. Some suspicious clusters identified but unconfirmed after investigation.
GG Poker
Significant bot activity 2021-23, now near-zero. Aggressive cleanup effort.
ACR / WPN
Fresh suspicious groups detected Feb 2026. Under active monitoring.
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WPT Gold / Global
Full data integration with AceGuardian. Real-time detection active.
Security Actions & Transparency
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Enforcement Summary by Platform
V0: Qualitative assessment. V1: Full per-player trust ratings.

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