comet-ml/opik Graph

Graph Summary

comet-ml/opik graph connects 3 alternatives, 8 related projects, 2 inferred dependencies, 5 deployment targets, and 3 use cases.

Nodes51

Edges417

Projects38

Dependencies34

Open project knowledge Find alternatives Explore related projects Explain score Compare shortlist

Alternatives3 linked signals Related8 linked signals Dependencies2 linked signals Deployments5 linked signals Use Cases3 linked signals Categories28 linked signals Migrations3 linked signals

Project Context

opik

Maintainercomet-ml

LicenseApache-2.0

LanguagePython

Recent activityActive in the last week

Deployment Targets

Dependencies

Knowledge Graph

51 nodes / 417 edges

comet-ml/opik ↔ langfuse/langfuseUse langfuse/langfuse when the user needs a llm eval project with docker, vercel, serverless deployment options.

comet-ml/opik ↔ Helicone/heliconeUse Helicone/helicone when the user needs a llm eval project with docker, cloudflare, serverless deployment options.

comet-ml/opik ↔ promptfoo/promptfooUse promptfoo/promptfoo when the user needs a llm eval project with docker, library-only, local deployment options.

comet-ml/opik ↔ Arize-ai/phoenixUse Arize-ai/phoenix when the user needs a llm eval project with docker, vercel, serverless deployment options.

comet-ml/opik ↔ lmnr-ai/lmnrUse lmnr-ai/lmnr when the user needs a llm eval project with docker, vercel, serverless deployment options.

comet-ml/opik ↔ langwatch/langwatchUse langwatch/langwatch when the user needs a llm eval project with docker, vercel, serverless deployment options.

Alternatives Network

Replacement candidates

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comet-ml/opik ↔ Giskard-AI/giskard-ossUse Giskard-AI/giskard-oss when the user needs a llm eval project with library-only, local, cloud deployment options.

comet-ml/opik ↔ vibrantlabsai/ragasUse vibrantlabsai/ragas when the user needs a llm eval project with docker, library-only, local deployment options.

comet-ml/opik ↔ dataelement/bishengUse dataelement/bisheng when the user needs a llm eval project with docker, local, cloud deployment options.

comet-ml/opik ↔ modelscope/evalscopeUse modelscope/evalscope when the user needs a llm eval project with docker, library-only, local deployment options.

comet-ml/opik ↔ promptfoo/promptfooUse promptfoo/promptfoo when the user needs a llm eval project with docker, library-only, local deployment options.

comet-ml/opik ↔ Arize-ai/phoenixUse Arize-ai/phoenix when the user needs a llm eval project with docker, vercel, serverless deployment options.

Migration Paths

What to verify before switching

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These paths are evidence-backed heuristics, not drop-in compatibility claims.

comet-ml/opik -> Giskard-AI/giskard-ossCompatibility: high / estimated cost: medium.Shared: category:llm_eval, deployment:library_only, deployment:local, deployment:cloud, use_case:evaluate LLM outputs, use_case:benchmark prompts and agents, use_case:track model quality, dependency:Vector database.Gaps: Deployment targets not listed by target: docker, kubernetes.Validate: Compare API, configuration, license, and dependency requirements. Run the target project's minimal example or test suite. Verify deployment, persistence, and tool-execution behavior in the requested runtime.

comet-ml/opik -> vibrantlabsai/ragasCompatibility: high / estimated cost: medium.Shared: category:llm_eval, deployment:docker, deployment:library_only, deployment:local, deployment:cloud, use_case:evaluate LLM outputs, use_case:benchmark prompts and agents, use_case:track model quality.Gaps: Deployment targets not listed by target: kubernetes.Validate: Compare API, configuration, license, and dependency requirements. Run the target project's minimal example or test suite. Verify deployment, persistence, and tool-execution behavior in the requested runtime.

comet-ml/opik -> dataelement/bishengCompatibility: high / estimated cost: medium.Shared: category:llm_eval, deployment:docker, deployment:local, deployment:cloud, use_case:evaluate LLM outputs, use_case:benchmark prompts and agents, use_case:track model quality, dependency:Vector database.Gaps: Deployment targets not listed by target: kubernetes, library_only.Validate: Compare API, configuration, license, and dependency requirements. Run the target project's minimal example or test suite. Verify deployment, persistence, and tool-execution behavior in the requested runtime.

Use Cases