athina-evals vs human-eval

Common questions

What is the difference between athina-evals and human-eval?

athina-evals: Python SDK for evaluating LLM generated responses. human-eval: Evaluating Large Language Models Trained on Code. See the comparison table for live GitHub stats and shared categories.

When should I choose athina-evals over human-eval?

Choose athina-evals over human-eval when Tags unique to athina-evals: evaluation, evaluation-framework, evaluation-metrics, llm-eval; When comprehensive evaluation of LLM responses is required, leveraging athina's specific tools and metrics; More recently updated (last pushed Jun 6, 2025).

When should I choose human-eval over athina-evals?

Choose human-eval over athina-evals when This evaluation framework must be installed and set up in your own environment, ensuring full control over the testing process; Pricing: The software is available under an MIT license for free use, yet advanced features or services beyond its core functionality might incur costs.; Tags unique to human-eval: code evaluation, large language models, python; When you need to evaluate the performance of AI systems that have been trained exclusively on code datasets, as it allows testing via human-created benchmarks relevant only to code-based models.

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 human-eval?

If you are interested in evaluating general natural language processing tasks without coding context, as human-eval is tailored specifically for assessing code-focused AI systems. When the required Python version is below 3.7; this tool mandates at least Python 3.7 to ensure compatibility with its dependencies.

Is athina-evals or human-eval more popular on GitHub?

human-eval has more GitHub stars (3,331 vs 301). Stars measure visibility, not whether either tool fits your constraints.

Are athina-evals and human-eval open source?

Yes - both are open-source projects on GitHub.

Where can I find alternatives to athina-evals or human-eval?

GraphCanon lists graph-backed alternatives at athina-evals alternatives and human-eval alternatives (athina-evals markdown twin, human-eval 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 human-eval?

athina-evals: Dormant. human-eval: Dormant. 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 human-eval?

GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: athina-evals trust report; human-eval trust report.