Stability Matrix

Stability Matrix by Lykos.ai is an AI-powered evaluation and governance platform designed to systematically test, analyze, and monitor large language models and AI agents. The tool provides a structured environment where teams can define evaluation criteria, run automated test suites, and compare model behaviors across versions, prompts, and configurations. It supports both quantitative metrics and qualitative assessments, enabling users to measure accuracy, robustness, safety, bias, and adherence to policy or brand guidelines.

Key capabilities include scenario-based testing, regression analysis, and side-by-side model comparisons to understand how changes in prompts or model parameters affect outputs. Stability Matrix can integrate into development workflows, allowing teams to continuously evaluate models during experimentation, fine-tuning, and deployment. It helps identify failure modes, edge cases, and inconsistent behaviors before they reach production.