comet-ml/opik
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
Build with Backblaze B2
SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
Ranks #378 of 3,103 repositories GStars tracks this week (top 12%).
5 releases in the last 90 days, the latest today, with 167 contributors on GitHub.
Gained 11% more stars in the last 90 days than in the 90 days before.
Use Cases & Benefits
- Provides an open-source platform to debug, evaluate, monitor, and optimize large language model (LLM) applications and agentic workflows with tracing and dashboards.
- Offers comprehensive observability, automated evaluations, and production-ready monitoring with integrations for many popular LLM frameworks and scalable trace logging.
- Use for developing and debugging RAG chatbots and conversational AI with detailed trace logging and prompt experimentation.
- Use for automating LLM evaluation and testing in CI/CD pipelines using LLM-as-a-judge metrics for hallucination detection and moderation.
- Use for production monitoring and optimization of LLM-powered systems with real-time dashboards, online evaluation rules, and agent optimization features.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
Apache 2.0
Permissive: commercial use, modification and redistribution are allowed with attribution; includes an explicit patent grant from contributors.
Community files
- README: present
- Contributing guide: present
Watch-outs
No watch-outs from GStars' checks.
General guidance from repository metadata, not legal advice. How we score
From the README
Opik helps you build, evaluate, and optimize LLM systems that run better, faster, and cheaper. From RAG chatbots to code assistants to complex agentic pipelines, Opik provides comprehensive tracing, evaluations, dashboards, and powerful features like Opik Agent Optimizer and Opik Guardrails to improve and secure your LLM powered applications in production.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
+1,952 stars over 89 days across 8 snapshot days; best day +14 on Aug 4.
Forks
1.9K+248
Open issues
191+36
Compared with peers in LLM
Fastest-growing repositories GStars tracks in this cohort for the week of Oct 18, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| DietrichGebert/ponytail | 174.8K | +9.9K | 75 | 7 days ago |
| xerj-org/xerj | 14.2K | +7.8K | 75 | today |
| affaan-m/ECC | 287.3K | +6.4K | 64 | 22 days ago |
| tashfeenahmed/freellmapi | 40.3K | +4.1K | 75 | today |
| JuliusBrussee/caveman | 114.4K | +2.2K | 75 | 9 days ago |
| comet-ml/opik | 22.8K | +0 | 75 | today |
| Category median | 114.4K | +6.4K | 75 | — |
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