LLM Evaluation, Observability and Quality

Comet (Opik)

ML experiment platform Comet with the Opik open-source LLM eval tool.

Headquarters
New York, USA
Founded
2017
Products listed
2
Listing status
Unclaimed
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About

About Comet (Opik)

Comet, established in MLOps, has expanded to LLM observability via Opik (open source). Tracing, evaluation, and experimentation in one platform. Targets 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.

Independent listing

This profile is part of a free, independent directory maintained by CWS. CWS is a cybersecurity professional services firm, not a vendor, and does not accept payment for inclusion or ranking.

Products

Comet (Opik) products and platform components

Direct links to the vendor's product pages. Last reviewed 2026-05-07.

Opik (open source)

Open-source LLM evaluation and tracing. Apache 2.0.

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Comet Platform

Enterprise ML and LLM experimentation.

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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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For Comet (Opik) team

If you represent Comet (Opik) and want to update or claim this listing: submit corrections, add product detail, link partner case studies, contact CWS. Listings are free and editorial.

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