Llm Observability Monitoring MLOps Tools
There are 9 llm observability monitoring tools tracked. 2 score above 70 (verified tier). The highest-rated is openlit/openlit at 78/100 with 2,281 stars. 4 of the top 10 are actively maintained.
Get all 9 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=mlops&subcategory=llm-observability-monitoring&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
openlit/openlit
Open source platform for AI Engineering: OpenTelemetry-native LLM... |
|
Verified |
| 2 |
evidentlyai/evidently
Evidently is an open-source ML and LLM observability framework. Evaluate,... |
|
Verified |
| 3 |
deepflowio/deepflow
eBPF Observability - Distributed Tracing and Profiling |
|
Established |
| 4 |
psalias2006/gpu-hot
🔥 Real-time NVIDIA GPU dashboard |
|
Established |
| 5 |
myscale/myscale-telemetry
Open-source observability for your LLM application. |
|
Emerging |
| 6 |
apache/hertzbeat-helm-chart
An AI-powered next-generation open source real-time observability system. |
|
Emerging |
| 7 |
Herenn/Infralens
InfraLens is a next-generation observability tool that uses eBPF to... |
|
Emerging |
| 8 |
Unicorn-Commander/Ops-Center-OSS
Ops-Center — The AI Infrastructure Command Center. Manage users, billing,... |
|
Experimental |
| 9 |
eduardoslonski/telescope-ui
Real-time observability dashboard for the Telescope RL post-training... |
|
Experimental |