Comparison
deepeval vs ACLUE
Verdict
Pick deepeval when license: deepeval is Apache-2.0, ACLUE is MIT; pick ACLUE when license: ACLUE is MIT, deepeval is Apache-2.0.
Markdown twin · deepeval alternatives · ACLUE alternatives
GraphCanon updated today
Trust & integrity
| Signal | deepeval | ACLUE |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Dormant (842d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No lockfile As of today · none |
Tagline
- deepeval
- The LLM Evaluation Framework
- ACLUE
- Official github repo for ACLUE, an evaluation benchmark focused on ancient Chinese language comprehension
Stars
- deepeval
- 17k
- ACLUE
- 34
Forks
- deepeval
- 1.6k
- ACLUE
- 0
Open issues
- deepeval
- 334
- ACLUE
- 0
Language
- deepeval
- Python
- ACLUE
- Python
Adopt for
- deepeval
- -
- ACLUE
- -
Persona
- deepeval
- -
- ACLUE
- -
Runtime
- deepeval
- -
- ACLUE
- -
License
- deepeval
- Apache-2.0
- ACLUE
- MIT
Last pushed
- deepeval
- Jul 10, 2026
- ACLUE
- Mar 20, 2024
Categories
- deepeval
- LLM Frameworks, Evaluation & Observability
- ACLUE
- Evaluation & Observability
Trust and health
Maintenance
- deepeval
- Very active (96%)
- ACLUE
- Dormant (18%)
Days since push
- deepeval
- 0d
- ACLUE
- 842d
Open issues (now)
- deepeval
- 334
- ACLUE
- 0
Owner type
- deepeval
- Organization
- ACLUE
- User
Full report
- deepeval
- Trust report
- ACLUE
- Trust report
Choose deepeval if…
- License: deepeval is Apache-2.0, ACLUE is MIT.
- Tags unique to deepeval: llm-evaluation-framework, evaluation-metrics, llm-evaluation-metrics, evaluation framework.
- Also covers LLM Frameworks.
When NOT to use deepeval
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
Choose ACLUE if…
- License: ACLUE is MIT, deepeval is Apache-2.0.
- Leaner open-issue backlog (0).
When NOT to use ACLUE
- Last GitHub push was 843 days ago (dormant maintenance, Mar 20, 2024). Validate activity before betting a new project on ACLUE.
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (confident-ai/deepeval) · observed Jul 11, 2026
- GitHub forks (confident-ai/deepeval) · observed Jul 11, 2026
- Last push (confident-ai/deepeval) · observed Jul 10, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (isen-zhang/ACLUE) · observed Jul 11, 2026
- GitHub forks (isen-zhang/ACLUE) · observed Jul 11, 2026
- Last push (isen-zhang/ACLUE) · observed Mar 20, 2024
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: deepeval 17k · ACLUE 34 (synced Jul 11, 2026).
Common questions
- What is the difference between deepeval and ACLUE?
- deepeval: The LLM Evaluation Framework. ACLUE: Official github repo for ACLUE, an evaluation benchmark focused on ancient Chinese language comprehension. See the comparison table for live GitHub stats and shared categories.
- When should I choose deepeval over ACLUE?
- Choose deepeval over ACLUE when License: deepeval is Apache-2.0, ACLUE is MIT; Tags unique to deepeval: llm-evaluation-framework, evaluation-metrics, llm-evaluation-metrics, evaluation framework; Also covers LLM Frameworks.
- When should I choose ACLUE over deepeval?
- Choose ACLUE over deepeval when License: ACLUE is MIT, deepeval is Apache-2.0; Leaner open-issue backlog (0).
- When should I avoid deepeval?
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
- When should I avoid ACLUE?
- Last GitHub push was 843 days ago (dormant maintenance, Mar 20, 2024). Validate activity before betting a new project on ACLUE. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
- Is deepeval or ACLUE more popular on GitHub?
- deepeval has more GitHub stars (16,767 vs 34). Stars measure visibility, not whether either tool fits your constraints.
- Are deepeval and ACLUE open source?
- Yes - both are open-source projects on GitHub (deepeval: Apache-2.0, ACLUE: MIT).
- Where can I find alternatives to deepeval or ACLUE?
- GraphCanon lists graph-backed alternatives at deepeval alternatives and ACLUE alternatives (deepeval markdown twin, ACLUE 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 ACLUE?
- deepeval: Very active. ACLUE: 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 ACLUE?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: deepeval trust report; ACLUE trust report.