signoz Alternatives (2026)
The top alternatives to signoz are OmniRoute, cal.diy, headroom, ollama, NemoClaw and mlflow — ranked open-source DevOps & Infrastructure agents on The Agentic Leaderboard.
Ranked by overall score on reliability, tool selection quality, autonomous iteration, efficiency, and community mindshare. Updated weekly.
| Rank | Alternative | Score | vs signoz |
|---|---|---|---|
| #23 | OmniRoute by diegosouzapw | 85.4 | +0.9 |
| #31 | cal.diy by calcom | 85.0 | +0.5 |
| #50 | headroom by headroomlabs-ai | 84.5 | +0.0 |
| #60 | ollama by ollama | 84.1 | -0.4 |
| #83 | NemoClaw by NVIDIA | 83.5 | -1.0 |
| #93 | mlflow by mlflow | 83.2 | -1.3 |