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Comparison

athina-evals vs agent-learning-kit

Verdict

Pick athina-evals if athina-evals is a Python SDK developed for facilitating the evaluation of outputs from large language models through predefined metrics and frameworks; pick agent-learning-kit if agent-learning-kit is a Python framework for evaluating AI-related workflows with modules for faithfulness assessment, embedding similarity analysis, and feedback loop integration via ChromaDB.

Markdown twin · athina-evals alternatives · agent-learning-kit alternatives

GraphCanon updated 3w

athina-evals logo

athina-evals

athina-ai/athina-evals

★ 301pushed Jun 6, 2025
vs
agent-learning-kit logo

agent-learning-kit

future-agi/agent-learning-kit

★ 118pushed Aug 1, 2026

Trust & integrity

Signalathina-evalsagent-learning-kit
Maintenance
Dormant (417d since push)
As of 4w · github_public_v1
Very active (0d since push)
As of 3w · github_public_v1
Provenance
Not a fork · Organization account
As of 4w · github_public_v1
Not a fork · Organization account
As of 3w · github_public_v1
OSV dependency advisories
No lockfile (source not queried)
As of 1mo · osv@v1
No lockfile (source not queried)
As of 1mo · osv@v1
deps.dev advisories
Not queried
deps.dev@v1
Not queried
deps.dev@v1
OpenSSF Scorecard
Not queried
openssf-scorecard@v1
Not queried
openssf-scorecard@v1
athina-evals trust reportagent-learning-kit trust reportTrust methodology

Tagline

athina-evals
Python SDK for evaluating LLM generated responses
agent-learning-kit
Evaluation Framework for all your AI related Workflows

Stars

athina-evals
301
agent-learning-kit
118

Forks

athina-evals
22
agent-learning-kit
43

Open issues

athina-evals
3
agent-learning-kit
6

Language

athina-evals
Python
agent-learning-kit
Python

Adopt for

athina-evals
athina-evals is a Python SDK developed for facilitating the evaluation of outputs from large language models through predefined metrics and frameworks.
agent-learning-kit
Agent-learning-kit is a Python framework for evaluating AI-related workflows with modules for faithfulness assessment, embedding similarity analysis, and feedback loop integration via ChromaDB.

Persona

athina-evals
-
agent-learning-kit
-

Runtime

athina-evals
-
agent-learning-kit
-

License

athina-evals
-
agent-learning-kit
Apache-2.0

Last pushed

athina-evals
Jun 6, 2025
agent-learning-kit
Aug 1, 2026

Categories

athina-evals
Evaluation & Observability
agent-learning-kit
Evaluation & Observability

Trust and health

Maintenance

athina-evals
Dormant (18%)
agent-learning-kit
Very active (96%)

Days since push

athina-evals
417d
agent-learning-kit
0d

Open issues (now)

athina-evals
3
agent-learning-kit
6

Full report

athina-evals
Trust report
agent-learning-kit
Trust report

Choose athina-evals if…

  • Tags unique to athina-evals: evaluation-framework, evaluation-metrics, llm-eval, llm-evaluation.
  • When comprehensive evaluation of LLM responses is required, leveraging athina's specific tools and metrics
  • More GitHub stars (301 vs 118) - visibility, not fit.

When NOT to use athina-evals

  • If open-source alternatives with transparent customization options are preferred over athina-evals' approach
  • In scenarios where API access requirements limit the ability to perform evaluations offline or in private environments
GitHubDetails

Choose agent-learning-kit if…

  • Tags unique to agent-learning-kit: ai-agents, ci-cd, ml.
  • When you need comprehensive evaluation of your AI models including faithfulness checks using DeBERTa NLI model installed.
  • More recently updated (last pushed Aug 1, 2026).

When NOT to use agent-learning-kit

  • If your workflow does not align with the specific evaluation criteria and methods supported by agent-learning-kit.
  • When you seek a framework that integrates with backend systems other than those provided as optional extras, such as MongoDB or DynamoDB instead of ChromaDB.
GitHubDetails

Explore

athina-evals trust report →agent-learning-kit trust report →Evaluation & Observability category →All comparisonsStack workflowsTrending tools

Sources

Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.

GitHub stars on cards: athina-evals 301 · agent-learning-kit 118 (synced Jul 28, 2026).

Common questions

What is the difference between athina-evals and agent-learning-kit?
athina-evals: Python SDK for evaluating LLM generated responses. agent-learning-kit: Evaluation Framework for all your AI related Workflows. See the comparison table for live GitHub stats and shared categories.
When should I choose athina-evals over agent-learning-kit?
Choose athina-evals over agent-learning-kit when Tags unique to athina-evals: evaluation-framework, evaluation-metrics, llm-eval, llm-evaluation; When comprehensive evaluation of LLM responses is required, leveraging athina's specific tools and metrics; More GitHub stars (301 vs 118) - visibility, not fit.
When should I choose agent-learning-kit over athina-evals?
Choose agent-learning-kit over athina-evals when Tags unique to agent-learning-kit: ai-agents, ci-cd, ml; When you need comprehensive evaluation of your AI models including faithfulness checks using DeBERTa NLI model installed; More recently updated (last pushed Aug 1, 2026).
When should I avoid athina-evals?
If open-source alternatives with transparent customization options are preferred over athina-evals' approach In scenarios where API access requirements limit the ability to perform evaluations offline or in private environments
When should I avoid agent-learning-kit?
If your workflow does not align with the specific evaluation criteria and methods supported by agent-learning-kit. When you seek a framework that integrates with backend systems other than those provided as optional extras, such as MongoDB or DynamoDB instead of ChromaDB.
Is athina-evals or agent-learning-kit more popular on GitHub?
athina-evals has more GitHub stars (301 vs 118). Stars measure visibility, not whether either tool fits your constraints.
Are athina-evals and agent-learning-kit open source?
Yes - both are open-source projects on GitHub.
Where can I find alternatives to athina-evals or agent-learning-kit?
GraphCanon lists graph-backed alternatives at athina-evals alternatives and agent-learning-kit alternatives (athina-evals markdown twin, agent-learning-kit markdown twin), ranked by typed relationship edges rather than popularity votes.
Is there a machine-readable version of this comparison?
Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
Which is better maintained, athina-evals or agent-learning-kit?
athina-evals: Dormant. agent-learning-kit: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
Where are the full trust reports for athina-evals and agent-learning-kit?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: athina-evals trust report; agent-learning-kit trust report.

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