1. Data Collection
Our editorial team parses over **1,200 data points** per broker. This data is updated monthly and covers critical operational categories:
- **Fees and Spreads:** Average spread cost on EUR/USD, GBP/USD and gold, combined with ECN commission models.
- **Regulation Integrity:** Number of Tier-1 regulators (FCA, ASIC, CySEC) licensing the broker.
- **Withdrawal Efficiency:** Real account testing to check if deposits and withdrawals are processed in a timely manner.
2. Multi-Model AI Analysis
Once data points are parsed, they are passed into **7 different AI models** (ChatGPT, Gemini, Claude, Qwen AI, Kimi AI, Grok, and Meta AI). Each model reviews the broker independently using a structured analysis prompt:
ChatGPT & Qwen AIProvide deep technical analysis on spreads, leverage, and platform speed.
Claude & Meta AIFocus on regulatory safety, negative balance safety, and fee transparency.
3. Overall Rating Calculations
The final score represents an average of the ratings given by all 7 AI models. This system eliminates editorial bias and ensures that brokers with high hidden fees or weak regulations are penalised transparently.