signoz Alternatives (2026)
The top alternatives to signoz are 1Panel, cal.diy, headroom, OmniRoute, 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 |
|---|---|---|---|
| #20 | 1Panel by 1Panel-dev | 85.4 | +0.9 |
| #23 | cal.diy by calcom | 85.2 | +0.7 |
| #49 | headroom by headroomlabs-ai | 84.3 | -0.2 |
| #50 | OmniRoute by diegosouzapw | 84.3 | -0.2 |
| #56 | ollama by ollama | 84.0 | -0.5 |
| #78 | NemoClaw by NVIDIA | 83.4 | -1.1 |
| #86 | mlflow by mlflow | 83.2 | -1.3 |