Project Graph

ai-twinkle/Eval

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

Graph Summary

ai-twinkle/Eval graph connects 3 alternatives, 8 related projects, 1 inferred dependencies, 4 deployment targets, and 3 use cases.

Nodes52
Edges416
Projects38
Dependencies35

Project Context

Eval

Maintainerai-twinkle
LicenseMIT
LanguagePython
Recent activityActive in the last quarter

Deployment Targets

dockerlibrary_onlylocalcloud

Dependencies

LLM provider

Knowledge Graph

52 nodes / 416 edges

ai-twinkle/Eval focus llm eval category docker deployment library_only deployment local deployment cloud deployment evaluate LLM … use case benchmark pro… use case track model q… use case LLM provider dependency opik project evalscope project agentevals project promptfoo project ragas project

Migration Paths

What to verify before switching

JSON

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

ai-twinkle/Eval -> comet-ml/opikCompatibility: 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: 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.
ai-twinkle/Eval -> modelscope/evalscopeCompatibility: 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: 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.
ai-twinkle/Eval -> agentevals-dev/agentevalsCompatibility: 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: 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.

Use Cases

evaluate LLM outputsbenchmark prompts and agentstrack model quality

Categories

llm eval

Alternatives

comet-ml/opikmodelscope/evalscopeagentevals-dev/agentevalsvibrantlabsai/ragaslangfuse/langfusepromptfoo/promptfoo

Related Projects

promptfoo/promptfoovibrantlabsai/ragaslangfuse/langfuseShenSeanChen/waku-agentwindmill-labs/windmillcomet-ml/opik