Project Graph

evalaiqa/Eval-ai-library

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

Graph Summary

evalaiqa/Eval-ai-library graph connects 3 alternatives, 8 related projects, 2 inferred dependencies, 3 deployment targets, and 3 use cases.

Nodes52
Edges416
Projects38
Dependencies36

Project Context

Eval-ai-library

Maintainerevalaiqa
LicenseApache-2.0
LanguagePython
Recent activityActive in the last week

Deployment Targets

library_onlylocalcloud

Dependencies

Vector databaseLLM provider

Knowledge Graph

52 nodes / 416 edges

evalaiqa/Eval-ai-… focus llm eval category library_only deployment local deployment cloud deployment evaluate LLM … use case benchmark pro… use case track model q… use case Vector databa… dependency LLM provider dependency opik project evalscope project giskard-oss project promptfoo project deepeval project

Migration Paths

What to verify before switching

JSON

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

evalaiqa/Eval-ai-library -> comet-ml/opikCompatibility: high / estimated cost: low.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: No indexed gap; still run the validation steps.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.
evalaiqa/Eval-ai-library -> modelscope/evalscopeCompatibility: high / estimated cost: low.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: No indexed gap; still run the validation steps.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.
evalaiqa/Eval-ai-library -> Giskard-AI/giskard-ossCompatibility: high / estimated cost: low.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: No indexed gap; still run the validation steps.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

evaluate LLM outputsbenchmark prompts and agentstrack model quality

Categories

llm eval

Alternatives

comet-ml/opikmodelscope/evalscopeGiskard-AI/giskard-osspromptfoo/promptfoodataelement/bishengvibrantlabsai/ragas

Related Projects

promptfoo/promptfooconfident-ai/deepevalvibrantlabsai/ragashuggingface/lightevallangfuse/langfusecomet-ml/opik