Project Graph

openai/frontier-evals

A relationship view of alternatives, deployments, compatible protocols, dependencies, use cases, and categories.

Graph Summary

openai/frontier-evals graph connects 3 alternatives, 8 related projects, 1 inferred dependencies, 3 deployment targets, and 3 use cases.

Nodes54
Edges417
Projects37
Dependencies35

Project Context

frontier-evals

Maintaineropenai
LicenseMIT
LanguagePython
Recent activityActive in the last month

Deployment Targets

library_onlylocalcloud

Dependencies

LLM provider

Knowledge Graph

54 nodes / 417 edges

openai/frontier-e… focus llm eval category library_only deployment local deployment cloud deployment discover rela… use case compare imple… use case bootstrap pro… use case LLM provider dependency opik project deepeval project phoenix project promptfoo project evalscope project windmill project

Migration Paths

What to verify before switching

JSON

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

openai/frontier-evals -> comet-ml/opikCompatibility: high / estimated cost: medium.Shared: category:llm_eval, deployment:library_only, deployment:local, deployment:cloud, dependency:LLM provider, language:Python.Gaps: Project kind changes from collection to project. License changes from MIT to Apache-2.0.Validate: Review license obligations before migrating production code. 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.
openai/frontier-evals -> confident-ai/deepevalCompatibility: high / estimated cost: medium.Shared: category:llm_eval, deployment:library_only, deployment:local, deployment:cloud, dependency:LLM provider, language:Python.Gaps: Project kind changes from collection to project. License changes from MIT to Apache-2.0.Validate: Review license obligations before migrating production code. 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.
openai/frontier-evals -> Arize-ai/phoenixCompatibility: high / estimated cost: high.Shared: category:llm_eval, deployment:library_only, deployment:local, dependency:LLM provider, language:Python.Gaps: Deployment targets not listed by target: cloud. Project kind changes from collection to project. License changes from MIT to NOASSERTION.Validate: Review license obligations before migrating production code. 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

discover related AI projectscompare implementation patternsbootstrap project selection

Categories

llm eval

Alternatives

comet-ml/opikconfident-ai/deepevalArize-ai/phoenixmodelscope/evalscopeUKGovernmentBEIS/inspect_aiNVIDIA/garak

Related Projects

promptfoo/promptfoomodelscope/evalscopewindmill-labs/windmilltruera/trulenslangfuse/langfuse-pythonGiskard-AI/giskard-oss