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Decision brief
Deepeval is a Python-based framework designed for evaluating large language models with an array of metrics and evaluation methodologies.
Good fit when
- When developing large language models and you need a comprehensive evaluation framework to measure their performance across various metrics.
- If your project requires detailed, nuanced analysis provided by Deepeval's specific evaluation methodologies tailored to large language models.
Avoid when
- 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.
- Requirements:
- Requires Python environment and familiarity with large language models to effectively utilize Deepeval's capabilities.
Observed Jul 17, 2026 · Source: enrich:decision_facts
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Maintenance and security
Full trust report- Maintenance
- Very active (1d since push)
- As of 4w
- Provenance
- Not a fork · Organization account
- As of 4w
- Security (OSV)
- No lockfile
- As of 1mo
Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.
Install
pip install deepevalSimilar tools
Same-category neighbours. No typed graph edges are catalogued for this tool yet.
Evidence and technical details
Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.
Overview
A Python-based framework for evaluating large language models with various metrics and evaluation methodologies.
Capability facts
- CLI
- CLI entrypoint
Source: pyproject.toml:[project.scripts] · Jul 28, 2026
- Languages
- python
Source: github.language+pyproject.toml · Jul 28, 2026
Categories
Compatibility
Sourced claims from the README excerpt - not unsourced marketing copy.
Source: README excerpt (regex_v1, Jul 28, 2026)
Deepeval works with **Python>=3.9+**.Source link
Tags
README
Installation
Deepeval works with Python>=3.9+.
pip install -U deepeval
License
DeepEval is licensed under Apache 2.0 - see the LICENSE.md file for details.
For agents
This page has a .md twin and JSON over the API.