OP
comet-ml/opik
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
18.7k 1.4k +19/wk
GitHub PyPI 2-source
evaluation hacktoberfest hacktoberfest2025 langchain llama-index llm llm-evaluation llm-observability llmops open-source openai playground
Trend
18
Star & Fork Trend (45 data points)
Stars
Forks
Multi-Source Signals
Growth Velocity
comet-ml/opik has +19 stars this period , with cross-source activity across 2 platforms (github, pypi). 7-day velocity: 0.2%.
Deep analysis is being generated for this repository.
Signal-backed technical analysis will be available soon.
| Metric | opik | agents-towards-production | DeepResearch | adk-python |
|---|---|---|---|---|
| Stars | 18.7k | 18.7k | 18.6k | 18.8k |
| Forks | 1.4k | 2.5k | 1.4k | 3.2k |
| Weekly Growth | +19 | +17 | +3 | +25 |
| Language | Python | Jupyter Notebook | Python | Python |
| Sources | 2 | 1 | 3 | 2 |
| License | Apache-2.0 | NOASSERTION | Apache-2.0 | Apache-2.0 |
Capability Radar vs agents-towards-production
opik
agents-towards-production
Maintenance Activity 100
Last code push 0 days ago.
Community Engagement 38
Fork-to-star ratio: 7.6%. Lower fork ratio may indicate passive usage.
Issue Burden 70
Issue data not yet available.
Growth Momentum 46
+19 stars this period — 0.10% growth rate.
License Clarity 95
Licensed under Apache-2.0. Permissive — safe for commercial use.
Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.