deepeval vs human-eval

Common questions

What is the difference between deepeval and human-eval?

deepeval: LLM Evaluation Framework.. human-eval: Evaluating Large Language Models Trained on Code. See the comparison table for live GitHub stats and shared categories.

When should I choose deepeval over human-eval?

Choose deepeval over human-eval when License: deepeval is Apache-2.0, human-eval is MIT; Requirements: Requires Python environment and familiarity with large language models to effectively utilize Deepeval's capabilities.; Tags unique to deepeval: evaluation, llm-evaluation, metrics; When developing large language models and you need a comprehensive evaluation framework to measure their performance across various metrics.

When should I choose human-eval over deepeval?

Choose human-eval over deepeval when License: human-eval is MIT, deepeval is Apache-2.0; 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 deepeval?

For small-scale applications that do not require the depth of metrics and evaluations offered by Deepeval, as it might be overkill. In situations where there is a need for real-time performance monitoring, since Deepeval focuses more on post-development evaluation rather than continuous runtime analysis.

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 deepeval or human-eval more popular on GitHub?

deepeval has more GitHub stars (17,226 vs 3,331). Stars measure visibility, not whether either tool fits your constraints.

Are deepeval and human-eval open source?

Yes - both are open-source projects on GitHub (deepeval: Apache-2.0, human-eval: MIT).

Where can I find alternatives to deepeval or human-eval?

GraphCanon lists graph-backed alternatives at deepeval alternatives and human-eval alternatives (deepeval 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, deepeval or human-eval?

deepeval: Very active. 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 deepeval and human-eval?

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