Project Graph

minghinmatthewlam/openbench

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

Graph Summary

minghinmatthewlam/openbench graph connects 3 alternatives, 8 related projects, 1 inferred dependencies, 4 deployment targets, and 3 use cases.

Nodes52
Edges418
Projects39
Dependencies34

Project Context

openbench

Maintainerminghinmatthewlam
LicenseMIT
LanguagePython
Recent activityActive in the last month

Deployment Targets

dockerlibrary_onlylocalcloud

Dependencies

LLM provider

Knowledge Graph

52 nodes / 418 edges

minghinmatthewlam… 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 trulens project agentevals project lmnr project model-hotel project

Migration Paths

What to verify before switching

JSON

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

minghinmatthewlam/openbench -> 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.
minghinmatthewlam/openbench -> truera/trulensCompatibility: 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:LLM provider.Gaps: Deployment targets not listed by target: docker.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.
minghinmatthewlam/openbench -> 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/opiktruera/trulensagentevals-dev/agentevalsShenSeanChen/waku-agentArize-ai/phoenixmodelscope/evalscope

Related Projects

lmnr-ai/lmnrhugalafutro/model-hotelpromptfoo/promptfoomodelscope/evalscopedataelement/bishengShenSeanChen/waku-agent