Comparison
ACLUE vs ARES
Verdict
Pick ACLUE if aCLUE is an evaluation benchmark for testing how well large language models understand ancient Chinese texts covering syntax, semantics, reasoning, and knowledge; pick ARES if automated evaluation for RAG systems with API integrations like OpenAI.
Markdown twin · ACLUE alternatives · ARES alternatives
GraphCanon updated 2w
Trust & integrity
| Signal | ACLUE | ARES |
|---|---|---|
| Maintenance | Dormant (868d since push) As of 2w · github_public_v1 | Dormant (491d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Personal account As of 2w · 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 | Published findings 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 |
Tagline
- ACLUE
- Evaluation Benchmark for Ancient Chinese Language Comprehension
- ARES
- Automated Evaluation of RAG Systems
Stars
- ACLUE
- 34
- ARES
- 731
Forks
- ACLUE
- 0
- ARES
- 67
Open issues
- ACLUE
- 0
- ARES
- 21
Language
- ACLUE
- Python
- ARES
- Python
Adopt for
- ACLUE
- ACLUE is an evaluation benchmark for testing how well large language models understand ancient Chinese texts covering syntax, semantics, reasoning, and knowledge.
- ARES
- Automated evaluation for RAG systems with API integrations like OpenAI.
Persona
- ACLUE
- -
- ARES
- -
Runtime
- ACLUE
- -
- ARES
- -
License
- ACLUE
- MIT License: Permissive open-source license allowing free use and modification of the software, including commercially.
- ARES
- Apache-2.0
Last pushed
- ACLUE
- Mar 20, 2024
- ARES
- Mar 28, 2025
Categories
- ACLUE
- Evaluation & Observability
- ARES
- Evaluation & Observability
Trust and health
Days since push
- ACLUE
- 868d
- ARES
- 491d
Open issues (now)
- ACLUE
- 0
- ARES
- 21
Owner type
- ACLUE
- User
- ARES
- Organization
OSV dependency advisories
- ACLUE
- No lockfile (source not queried)
- ARES
- Published findings
Full report
- ACLUE
- Trust report
- ARES
- Trust report
Choose ACLUE if…
- License: ACLUE is MIT, ARES is Apache-2.0.
- Tags unique to ACLUE: ancient texts, chinese language, language models evaluation, nlp benchmarks.
- When evaluating the performance of LLMs specifically on comprehending ancient Chinese language across 15 tasks
When NOT to use ACLUE
- For benchmarking modern Chinese or other languages not related to ancient Chinese comprehension
- When the focus is strictly on contemporary texts without a need for historical language understanding capabilities
Choose ARES if…
- License: ARES is Apache-2.0, ACLUE is MIT.
- Tags unique to ARES: automated scoring, human validation sets, python, rag evaluation.
- Evaluating Retrieval-Augmented Generation (RAG) systems that require automatic scoring using human-annotated data and few-shot examples.
When NOT to use ARES
- Avoid if limited to non-GPU machines with less than ~100GB available disk space, as it encounters CUDA out-of-memory errors without compatible GPU setups.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (isen-zhang/ACLUE) · observed Aug 6, 2026
- GitHub forks (isen-zhang/ACLUE) · observed Aug 6, 2026
- Last push (isen-zhang/ACLUE) · observed Mar 20, 2024
- License file (MIT) · observed Aug 6, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (stanford-futuredata/ARES) · observed Aug 1, 2026
- GitHub forks (stanford-futuredata/ARES) · observed Aug 1, 2026
- Last push (stanford-futuredata/ARES) · observed Mar 28, 2025
- License file (Apache-2.0) · observed Aug 1, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: ACLUE 34 · ARES 731 (synced Aug 6, 2026).
Common questions
- What is the difference between ACLUE and ARES?
- ACLUE: Evaluation Benchmark for Ancient Chinese Language Comprehension. ARES: Automated Evaluation of RAG Systems. See the comparison table for live GitHub stats and shared categories.
- When should I choose ACLUE over ARES?
- Choose ACLUE over ARES when License: ACLUE is MIT, ARES is Apache-2.0; Tags unique to ACLUE: ancient texts, chinese language, language models evaluation, nlp benchmarks; When evaluating the performance of LLMs specifically on comprehending ancient Chinese language across 15 tasks.
- When should I choose ARES over ACLUE?
- Choose ARES over ACLUE when License: ARES is Apache-2.0, ACLUE is MIT; Tags unique to ARES: automated scoring, human validation sets, python, rag evaluation; Evaluating Retrieval-Augmented Generation (RAG) systems that require automatic scoring using human-annotated data and few-shot examples.
- When should I avoid ACLUE?
- For benchmarking modern Chinese or other languages not related to ancient Chinese comprehension When the focus is strictly on contemporary texts without a need for historical language understanding capabilities
- When should I avoid ARES?
- Avoid if limited to non-GPU machines with less than ~100GB available disk space, as it encounters CUDA out-of-memory errors without compatible GPU setups.
- Is ACLUE or ARES more popular on GitHub?
- ARES has more GitHub stars (731 vs 34). Stars measure visibility, not whether either tool fits your constraints.
- Are ACLUE and ARES open source?
- Yes - both are open-source projects on GitHub (ACLUE: MIT, ARES: Apache-2.0).
- Where can I find alternatives to ACLUE or ARES?
- GraphCanon lists graph-backed alternatives at ACLUE alternatives and ARES alternatives (ACLUE markdown twin, ARES 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, ACLUE or ARES?
- ACLUE: Dormant. ARES: 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 ACLUE and ARES?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ACLUE trust report; ARES trust report.