Industry Tools & Calculators
Free research tools for compliance professionals, analysts, investors, and journalists covering the gambling industry.
Our tools are designed to help industry professionals understand complex regulatory frameworks and market dynamics. All calculations are based on publicly available enforcement data and should be used for research and educational purposes only.
Regulatory Fine Calculator
Estimate potential regulatory penalties for gambling operators based on jurisdiction, violation type, severity, and company revenue.
- 7 major regulatory jurisdictions
- 7 violation categories including AML, advertising, KYC
- Severity and cooperation adjustments
- Revenue-based calculations
License Comparison Tool
Compare gambling license requirements, costs, and timelines across different jurisdictions worldwide.
- 10 major regulatory jurisdictions
- Application costs and annual fees
- Timeline and capital requirements
- Side-by-side comparison view
House Edge & Expected Value Calculator
Calculate house edge, expected value, and return-to-player (RTP) percentages for gambling games. Essential for understanding operator margins.
- Pre-built calculations for common games
- Custom probability calculator
- RTP/House Edge converter
- Expected value projections
Wagering Requirements Calculator
Analyze the true value of casino bonuses by calculating expected value after wagering requirements. Essential for compliance review and promotional analysis.
- Basic and advanced bonus analysis
- Game contribution calculations
- Side-by-side offer comparison
- Time and difficulty estimates
Gambling Tax Calculator
Calculate GGR taxes across jurisdictions. Compare tax rates, estimate operator liability, and analyze effective tax burden for casino, sports betting, and iGaming.
- 20+ global jurisdictions
- Multi-jurisdiction analysis
- Side-by-side rate comparison
- US state-by-state data
Bankroll Management Calculator
Calculate risk of ruin, optimal bet sizing using the Kelly Criterion, and analyze variance impact. Essential for responsible gambling research and player behavior analysis.
- Risk of ruin probability
- Kelly Criterion bet sizing
- Variance confidence intervals
- Session outcome analysis
Odds Converter & Probability Calculator
Convert between decimal, fractional, and American odds formats. Calculate implied probabilities and analyze betting market vigorish for industry research.
- Three odds format conversion
- Implied probability calculation
- Multi-outcome vigorish analysis
- Fair odds derivation
Jurisdiction Risk Assessment Tool
Evaluate and compare regulatory risk profiles of gambling jurisdictions worldwide. Assess enforcement history, regulatory maturity, compliance complexity, and market stability.
- 19 global jurisdictions
- Multi-factor risk analysis
- Side-by-side comparison
- Custom weight configuration
Compliance Audit Checklist Generator
Generate customized compliance checklists for gambling operators. Covers AML, responsible gambling, technical standards, and advertising requirements across major jurisdictions.
- 10 regulatory jurisdictions
- 8 compliance focus areas
- Priority-based item ranking
- Progress tracking and export
Regulatory Timeline Calculator
Estimate gambling license application timelines across major jurisdictions. Calculate preparation phases, review periods, and total time to market for strategic planning.
- 12 major jurisdictions
- Multi-phase timeline breakdown
- Risk factor adjustments
- Milestone planning with dates
Market Size Estimator
Calculate total addressable market (TAM), serviceable addressable market (SAM), and serviceable obtainable market (SOM) for gambling operations across global jurisdictions.
- 30+ global jurisdictions
- TAM/SAM/SOM calculations
- Custom market modeling
- Multi-market comparison
Operator Profitability Calculator
Model gambling operator economics by analyzing game mix, cost structures, and profit margins. Calculate GGR, NGR, and EBITDA across different operational scenarios.
- Basic and advanced modeling
- Game mix configuration
- Multi-scenario comparison
- Cost waterfall analysis
Player Protection Cost Calculator
Estimate the costs of implementing responsible gambling and player protection measures. Calculate compliance expenses for self-exclusion, affordability checks, and monitoring systems.
- 10 major jurisdictions
- Detailed cost breakdown
- Jurisdiction comparison
- Setup and ongoing costs
Advertising Compliance Checker
Evaluate gambling advertising content against regulatory requirements across major jurisdictions. Identify compliance issues before campaign launch.
- 10 European jurisdictions
- Ad content analysis
- Prohibited terms database
- Jurisdiction-specific rules
Regulatory Comparison Matrix
Compare gambling regulatory frameworks across multiple jurisdictions. Analyze license requirements, tax structures, player protection mandates, and market access conditions.
- 18 global jurisdictions
- 8 regulatory categories
- Pre-built comparison templates
- Side-by-side analysis
AML Transaction Monitoring Threshold Calculator
Calculate anti-money laundering reporting thresholds, customer risk scores, and enhanced due diligence triggers for gambling operators across major regulatory jurisdictions.
- 12 major jurisdictions (UKGC, MGA, FATF)
- Customer risk scoring calculator
- CDD/EDD/SOF threshold analysis
- Multi-jurisdiction comparison
RTP Compliance Calculator
Verify Return-to-Player percentages against regulatory requirements across 15+ jurisdictions. Essential for game certification, compliance audits, and market entry planning.
- 17 global jurisdictions
- Single game verification
- Multi-market compliance analysis
- RTP requirements database
Regulatory Deadline Tracker
Track gambling regulatory deadlines, calculate business days until compliance requirements, and monitor enforcement implementation windows across major jurisdictions.
- Business day calculator with holidays
- Regulatory calendar with countdowns
- Custom deadline tracking
- 15+ jurisdictions supported
Player Affordability Assessment Calculator
Calculate player spending limits based on income and expenses, assess financial vulnerability indicators, and ensure compliance with affordability check requirements across jurisdictions.
- Income-based limit calculator
- Vulnerability indicator assessment
- 8 jurisdiction requirements
- UK threshold analysis
Gambling License Cost Estimator
Calculate total licensing costs including application fees, capital requirements, compliance infrastructure, and 5-year total cost of ownership across major gambling jurisdictions.
- 18 global jurisdictions
- Complete cost breakdown
- Multi-market portfolio analysis
- 5-year TCO projections
Gambling License ROI Calculator
Calculate return on investment for gambling license applications across major jurisdictions. Analyze market entry costs, projected revenues, payback periods, and net present value.
- 15+ jurisdictions
- NPV & IRR analysis
- Multi-jurisdiction comparison
- Sensitivity analysis
Compliance Cost Comparison Tool
Compare total compliance costs across gambling jurisdictions. Analyze licensing fees, ongoing requirements, player protection obligations, and regulatory reporting costs for multi-market planning.
- 12 major jurisdictions
- 5 cost categories breakdown
- Multi-year projections
- Visual cost comparison charts
Problem Gambling Indicator Assessment Tool
Educational tool for understanding gambling harm indicators and behavioral markers. Designed for compliance teams, researchers, and policy analysts studying responsible gambling.
- 21 behavioral and financial indicators
- Severity-weighted risk scoring
- Screening framework comparison
- Regulatory guidance context
Slot Machine Volatility & Variance Analyzer
Analyze slot machine volatility, hit frequency, and variance metrics. Calculate expected session outcomes, bankroll requirements, and risk profiles for compliance evaluation and game portfolio analysis.
- Volatility index calculation
- Session outcome simulation
- Multi-game comparison
- Risk and variance metrics
Bonus Terms Compliance Analyzer
Analyze gambling bonus and promotional terms for regulatory compliance across major jurisdictions. Identify issues with wagering requirements, time limits, and terms transparency before campaign launch.
- 8 European jurisdictions
- Wagering requirements analysis
- Terms clarity assessment
- Pre-launch compliance checklist
Licensing Process Flowchart
Interactive visual flowchart tool showing step-by-step gambling license application processes across major regulatory jurisdictions. Includes document checklists and jurisdiction comparison.
- 12 major jurisdictions
- Visual process flowcharts
- Document checklist generator
- Side-by-side comparison
Operator Due Diligence Checklist
Generate customized due diligence checklists for evaluating gambling operators. Essential for M&A transactions, investment decisions, B2B partnerships, and vendor assessments.
- 10 due diligence categories
- Context-specific checklists
- Red flag indicators database
- Progress tracking and export
Marketing ROI & CAC Calculator
Calculate customer acquisition costs (CAC), player lifetime value (LTV), marketing ROI, and channel efficiency for gambling operators. Essential for investors, analysts, and compliance professionals.
- CAC calculation by channel
- Player LTV modeling with NPV
- LTV:CAC ratio analysis
- Multi-channel performance comparison
Session Limits & Responsible Gambling Calculator
Calculate recommended deposit limits, loss limits, and session time limits based on player income, expenses, and jurisdiction-specific regulatory requirements.
- Income-based limit calculations
- 8 jurisdiction requirement comparison
- Session risk analysis
- Regulatory compliance guidance
Enforcement Trend Analyzer
Analyze gambling regulatory enforcement patterns, fine amounts, and violation trends across major jurisdictions. Essential for compliance planning, risk assessment, and regulatory research.
- Multi-year trend analysis
- Jurisdiction comparison
- Violation category breakdown
- 10 major regulators covered
Operator Financial Benchmark Calculator
Benchmark gambling operator financial metrics against industry standards. Compare revenue per player, cost ratios, EBITDA margins, and KPIs across operator types and jurisdictions.
- Single operator analysis with percentile rankings
- Industry benchmark database by segment
- Peer group comparison tools
- Revenue, margin, and efficiency metrics
Crypto Casino Compliance Assessment Tool
Assess cryptocurrency gambling compliance requirements across jurisdictions. Analyze VASP registration obligations, AML thresholds for crypto transactions, and regulatory frameworks for crypto casinos.
- 11 jurisdictions with crypto gambling rules
- VASP and Travel Rule requirements
- AML threshold analysis for crypto
- Multi-jurisdiction comparison
RNG Fairness Analyzer
Analyze gambling game outcomes for statistical fairness using chi-squared tests and frequency analysis. Educational tool for understanding RNG certification requirements and game fairness verification principles.
- Frequency distribution analysis
- Chi-squared goodness-of-fit testing
- RNG certification requirements by jurisdiction
- Educational testing methodology overview
Sports Betting Arbitrage Calculator
Calculate arbitrage opportunities in sports betting markets. Analyze guaranteed profit scenarios, optimal stake distribution, and market inefficiencies for industry research and market analysis.
- 2-way and 3-way arbitrage calculations
- Optimal stake distribution
- Multi-bookmaker odds comparison
- Market efficiency analysis
Parlay & Multi-Bet Odds Calculator
Calculate parlay and accumulator bet combined odds, payouts, and implied probabilities. Analyze how operator margins compound across multi-leg wagers for industry research and risk analysis.
- Standard and each-way parlay calculations
- Multiple odds format conversion
- Effective margin analysis
- Expected value computations
Expected Loss & Play Time Calculator
Calculate theoretical gambling losses over time based on bet size, house edge, games per hour, and play duration. Essential for responsible gambling research and affordability assessments.
- Single session expected loss calculations
- Extended timeline analysis (weekly to annual)
- Multi-game scenario comparison
- Variance and probability analysis
Operator Break-Even Calculator
Calculate break-even revenue thresholds for gambling operators across jurisdictions. Analyze fixed costs, variable expenses, tax rates, and contribution margins to determine minimum viable GGR.
- 16 global jurisdictions with tax data
- Basic and advanced cost modeling
- Multi-jurisdiction break-even comparison
- Sensitivity analysis for key variables
Betting Integrity Risk Calculator
Assess sports betting integrity risks and match-fixing vulnerabilities across sports, leagues, and betting markets. Essential for compliance officers and integrity monitoring.
- 13 sports with risk profiles
- 5-tier league vulnerability assessment
- Red flag indicator database
- Geographic and market risk factors
Player Lifetime Value (LTV) Calculator
Calculate expected player lifetime value for gambling operators. Essential metrics for marketing efficiency, acquisition strategy, and business valuation across casino, sports betting, and iGaming verticals.
- Basic and advanced LTV models
- Cohort-based projections
- LTV:CAC ratio analysis
- Segment comparison tool
Probability Distribution Simulator
Monte Carlo simulation tool for visualizing gambling outcome distributions, analyzing variance, and understanding convergence to expected value. Essential for RNG testing concepts and fairness analysis.
- Session outcome simulation (up to 100,000 sessions)
- Convergence analysis with multiple paths
- Outcome distribution histograms
- Casino game reference database
Revenue Forecast Calculator
Project gambling operator revenue across quarterly and annual periods using configurable growth models, seasonal adjustments, and multi-scenario comparisons for strategic market planning and investor analysis.
- Quarterly revenue projections with seasonal weighting
- Three growth models: linear, compound, S-curve
- Bull/base/bear scenario comparison
- Player growth and ARPU decomposition
Conversion Funnel Calculator
Analyze player acquisition funnels from impressions to retained players, calculate stage-by-stage conversion rates, identify bottlenecks, and estimate cost per acquisition across marketing channels for gambling operators.
- Six-stage custom funnel analysis with CPA tracking
- Industry preset scenarios (casino, sportsbook, affiliate-driven)
- Benchmark comparison by product type and channel
- Visual funnel with bottleneck identification
Player Dispute Cost Calculator
Estimate the total cost of player complaint handling including internal processing, ADR provider fees, compensation, regulatory reporting, and legal review across 10 major jurisdictions.
- Annual cost estimation by jurisdiction and operator size
- Complaint category breakdown with cost-per-case analysis
- Resolution method comparison (internal, ADR, regulatory, legal)
- Cost reduction opportunity identification
Compliance Staffing Calculator
Estimate compliance team headcount, salary costs, and organizational structure for gambling operators based on jurisdiction, operator size, and license type.
- 14 jurisdictions with mandatory role mapping
- Team size estimator by operator profile and GGR
- Multi-jurisdiction staffing comparison
- Annual budget planner with overhead multipliers
Multi-Jurisdiction License Planner
Plan multi-market gambling license applications with timeline sequencing, total cost analysis, and optimal entry strategy recommendations for international expansion.
- 20 jurisdictions with cost and timeline data
- Parallel vs. sequential strategy comparison
- Visual timeline with phase breakdown
- 5-year total cost of ownership analysis
Compliance Risk Score Calculator
Assess your gambling operation's overall regulatory risk profile across key compliance domains. Generate a weighted risk score with prioritized recommendations.
- 6 compliance domains (AML, RG, Advertising, Tech, Governance, History)
- Weighted multi-factor risk scoring
- Jurisdiction-specific risk adjustments
- Priority-ranked remediation recommendations
About Our Tools
The Gambling Industry Monitor develops these tools to support informed analysis and research within the gambling industry. Our calculators and estimators are based on:
- Published regulatory enforcement actions and penalty assessments
- Official licensing guidelines and fee structures
- Public financial filings and market research
- Industry reports from recognized research organizations
These tools are intended for educational and research purposes. They should not replace professional legal, financial, or compliance advice. For specific regulatory matters, please consult with qualified professionals and engage directly with relevant authorities.
Have suggestions for additional tools? We welcome input from industry professionals. See our About page for contact information.