The RankmyAI Anomaly Detection AI Tools Ranking presents the top 25 AI tools from our Overall ranking in December 2025 focusing on AI anomaly detection.
Anomaly detection AI tools are used to identify patterns in data that do not conform to expected behavior. These tools are commonly applied in areas such as fraud detection, cybersecurity, quality control, and monitoring of systems or operations. They leverage machine learning algorithms to flag irregularities, detect outliers, and automate alerts for faster response to potential issues.
The green up and red down arrows indicate how many positions a tool has increased or decreased compared to the previous month's ranking. A grey dash means the tool's position has remained unchanged.
Rankings in Security & Surveillance
Disclaimer
The RankmyAI Anomaly Detection AI Tools Ranking is derived from our Overall ranking, which measures the popularity of AI tools based on three key metrics: website traffic, reviews, and investments. The Overall ranking is calculated as the weighted average of the individual rankings for each of these metrics (for more details, see our Methodology page).
Not all AI tools in this ranking are exclusively focused on AI powered anomaly detection, as AI tools and companies often provide multiple services beyond this specific application. This ranking does not assess or indicate the quality, effectiveness, or reliability of the listed AI tools. It is solely based on popularity metrics and should not be interpreted as an endorsement or evaluation of their performance.
You are free to use and distribute our ranking, provided that RankmyAI is properly cited as the source (see our Copyright page).