2. High-quality, low-coverage: These optimized, high-performance tools in the upper-left quadrant generate fewer incidents but maintain a high rate of actionable incidents. Ideal for targeted use cases, they deliver substantial value when deployed and may be candidates for broader adoption.

1. High-quality, high-coverage: These signal-rich, low-noise tools in the upper-right quadrant are widely deployed and consistently deliver actionable incidents. They balance signal volume and strength, making them key assets in effective observability strategies.

3. Low-quality, low-coverage: These underutilized tools in the bottom-left quadrant are less prevalent and show lower signal quality, demonstrating opportunities to evolve through better integration, improved configuration, or rationalization. They may be in early adoption phases or used for narrower scopes.<

4. Low-quality, high-coverage: These scalable but noisy tools in the bottom-right quadrant contribute significantly to incident volume with fewer actionable insights. While widely used, they may benefit from tuning or configuration improvements to reduce noise and increase operational value.