Understand Trader Performance More Efficiently
Profit and loss shows the financial result, but it does not always provide enough information to understand how performance is distributed across traders, symbols, open positions and closed trades.
Reviewing large numbers of accounts manually makes it difficult to identify the most important winning and osing traders, compare results and recognize changes that may require attention.
Trader Analysis brings performance data, account activity and AI-powered predictions together, helping teams move from a high-level result to the traders and trading activity behind it.
Reviewing large numbers of accounts manually makes it difficult to identify the most important winning and osing traders, compare results and recognize changes that may require attention.
Trader Analysis brings performance data, account activity and AI-powered predictions together, helping teams move from a high-level result to the traders and trading activity behind it.
Margin call
Scalper Abuse
Profitable Traders
Account History
Inactivity Report
AI Trader Behavior Analytics for Prop Firms and Forex Brokers
Understanding trader performance and behavior is important for forex brokers and prop firms that need to monitor large numbers of accounts, identify potentially profitable traders and support risk-related decisions.
Individual trading results do not always provide enough information to understand the wider picture. A trader’s current P&L may need to be reviewed alongside open positions, closed trades, trading volume, historical results and other account indicators.
For prop firms, trader performance analytics can support the evaluation of challenge and funded accounts, help teams compare traders and identify accounts that may require further review. Forex and CFD brokers can use similar analytics to understand client profitability, monitor A-Book and B-Book results and support dealing decisions.
AIBI.Global provides AI trader analytics for brokers and prop firms, bringing trader performance, trading activity, AI classifications and predictive insights together in one analytics environment.
AIBI.Global helps prop firms and forex brokers analyze trader performance, assess the probability of future profitability, monitor behavioral changes and make better-informed decisions using trading data and AI-powered insights.
Individual trading results do not always provide enough information to understand the wider picture. A trader’s current P&L may need to be reviewed alongside open positions, closed trades, trading volume, historical results and other account indicators.
For prop firms, trader performance analytics can support the evaluation of challenge and funded accounts, help teams compare traders and identify accounts that may require further review. Forex and CFD brokers can use similar analytics to understand client profitability, monitor A-Book and B-Book results and support dealing decisions.
AIBI.Global provides AI trader analytics for brokers and prop firms, bringing trader performance, trading activity, AI classifications and predictive insights together in one analytics environment.
AIBI.Global helps prop firms and forex brokers analyze trader performance, assess the probability of future profitability, monitor behavioral changes and make better-informed decisions using trading data and AI-powered insights.
A complete view of trader performance requires more than a single P&L figure.
Floating P&L shows the current result of open positions, while settled P&L provides information about completed trading activity. Trading volumes, the number of positions and the number of closed trades provide further context for understanding account performance.
AIBI.Global helps teams review these indicators together and compare results across traders, account groups, symbols and selected periods.
Floating P&L shows the current result of open positions, while settled P&L provides information about completed trading activity. Trading volumes, the number of positions and the number of closed trades provide further context for understanding account performance.
AIBI.Global helps teams review these indicators together and compare results across traders, account groups, symbols and selected periods.
It may take time for a trader’s potential to become clear from overall account performance. Early trading activity, however, can already provide useful analytical signals.
The AI Trader Score analyzes a trader’s early activity after the first ten trades and estimates the probability of future profitability.
Each account can be reviewed together with its AI-generated classification, probability score, current balance, equity and available P&L indicators. This helps teams identify potentially profitable traders earlier and focus attention on accounts that may require closer review.
AI-generated predictions are probability-based analytical signals and do not guarantee future trader performance.
The AI Trader Score analyzes a trader’s early activity after the first ten trades and estimates the probability of future profitability.
Each account can be reviewed together with its AI-generated classification, probability score, current balance, equity and available P&L indicators. This helps teams identify potentially profitable traders earlier and focus attention on accounts that may require closer review.
AI-generated predictions are probability-based analytical signals and do not guarantee future trader performance.
Comparing actual results with predicted outcomes can provide additional context for trader monitoring and dealing decisions.
AIBI.Global allows brokers to review actual and AI-predicted P&L across A-Book and B-Book accounts. This can help dealing and risk teams understand how predicted trader results may affect different books and identify accounts that require further attention.
Book alerts provide an additional indication when the current book assignment may need to be reviewed. The final decision remains with the broker’s authorized team.
AIBI.Global allows brokers to review actual and AI-predicted P&L across A-Book and B-Book accounts. This can help dealing and risk teams understand how predicted trader results may affect different books and identify accounts that require further attention.
Book alerts provide an additional indication when the current book assignment may need to be reviewed. The final decision remains with the broker’s authorized team.
Trader performance and activity can change over time. A trader who previously followed one pattern may begin generating different results across recent trades.
AI-supported behavioral analysis can compare recent trading activity with previous patterns and highlight meaningful changes that may require further review.
By analyzing a trader’s latest trades, teams can identify behavior shifts without manually comparing multiple periods and account records. These insights provide an additional signal for investigation rather than an automatic conclusion about the trader.
AI-supported behavioral analysis can compare recent trading activity with previous patterns and highlight meaningful changes that may require further review.
By analyzing a trader’s latest trades, teams can identify behavior shifts without manually comparing multiple periods and account records. These insights provide an additional signal for investigation rather than an automatic conclusion about the trader.
Historical trading activity can also help teams understand when an account is more likely to become active.
Predictive analytics can identify recurring activity patterns and estimate when a trader may be more likely to start trading again. This can support account monitoring, operational planning and the prioritization of relevant accounts.
Activity forecasts indicate probability and do not guarantee when future trading activity will occur.
Predictive analytics can identify recurring activity patterns and estimate when a trader may be more likely to start trading again. This can support account monitoring, operational planning and the prioritization of relevant accounts.
Activity forecasts indicate probability and do not guarantee when future trading activity will occur.
When trader information is spread across trading platforms, reports and spreadsheets, comparing accounts and identifying meaningful results can become time-consuming.
Centralized trader analytics make P&L, trading volumes, open and closed activity, account results and AI-generated predictions easier to review together.
Centralized trader analytics make P&L, trading volumes, open and closed activity, account results and AI-generated predictions easier to review together.
What You Can Analyze
Profitable and Loss-Making Accounts
Identify the accounts generating the highest profits and losses across open positions and completed trading activity.
Behavioral Changes and Activity Patterns
Identify meaningful changes in recent trader behavior and use historical patterns to estimate when a trader may become active again.
AI Trader Score
Use AI-generated profitability classifications, probability scores and predicted P&L to identify accounts that may require closer review
Open and Closed Trading Activity
Review the volume and number of open positions and closed trades to better understand how trading results are generated.
Trader P&L and Performance
Analyze floating, settled and total P&L across individual traders, account groups, symbols and selected periods.
Turn Trader Data Into Business Insights
AIBI.Global’s Trader Analysis helps teams:
- Monitor floating, settled and total P&L across the trader base.
- Compare open and closed trading activity, including volumes and the number of positions and trades.
- Identify traders with a higher probability of future profitability based on their early trading activity.
- Compare trader results across companies, groups, platforms, account types, countries, symbols and book types.
- Detect meaningful changes in trader behavior based on recent trading activity.
- Estimate when traders may become active again using historical activity patterns and predictive analytics.
Built for Brokers and Prop Firms
Trader Analysis supports dealing, risk, operations and management teams that need a clearer understanding of trader performance, profitability and activity across large account populations.
Available analytics and AI capabilities may vary by product and continue to expand as the platform evolves.
Explore Related Analytics
Discover how AIBI.Global helps brokers and prop firms monitor risk, analyse trader behaviour with proprietary AI models, identify client retention opportunities, and gain clearer visibility into business performance.
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- Identify suspicious trading patterns and investigate potentially abusive activity.
- Analyze account performance, client activity and operational data across the business.