Opik (open source)
Visit pageOpen-source LLM evaluation and tracing. Apache 2.0.
LLM Evaluation, Observability and Quality
Comet (Opik)
ML experiment platform Comet with the Opik open-source LLM eval tool.
About Comet (Opik)
Comet, established in MLOps, has expanded to LLM observability via Opik (open source). Tracing, evaluation, and experimentation in one platform. Good fit for orgs with mixed ML and LLM workloads.
Test, monitor, and grade LLM outputs in development and production. Hallucination detection, regression testing, traceability, and continuous quality measurement.
Products
Comet (Opik) products and platform components
Direct links to the vendor's product pages. Last reviewed 2026-05-07.
Comet Platform
Visit pageEnterprise ML and LLM experimentation.
CWS engagement
How CWS works with Comet (Opik)
CWS helps customers evaluate, deploy, and operate Comet (Opik) products as part of an AI security program. Engagements span vendor selection, proof-of-concept design, integration with existing controls, day-2 operations, and exit planning if the fit changes over time.
CWS does not resell Comet (Opik). The recommendation is honest, evidence-based, and tied to the customer's posture gaps — not to channel economics.
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