Comparison
ACLUE vs EAGLE
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 EAGLE if eAGLE offers official implementations for its series of large language models with emphasis on inference and speculative decoding.
Markdown twin · ACLUE alternatives · EAGLE alternatives
GraphCanon updated 1d
Trust & integrity
| Signal | ACLUE | EAGLE |
|---|---|---|
| Maintenance | Dormant (868d since push) As of 2w · github_public_v1 | Slowing (155d since push) As of 1mo · github_public_v1 |
| Provenance | Not a fork · Personal account As of 2w · github_public_v1 | Not a fork · Organization account As of 1mo · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) 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
- EAGLE
- Official Implementation of EAGLE Series Models
Stars
- ACLUE
- 34
- EAGLE
- 2.5k
Forks
- ACLUE
- 0
- EAGLE
- 297
Open issues
- ACLUE
- 0
- EAGLE
- 101
Language
- ACLUE
- Python
- EAGLE
- 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.
- EAGLE
- EAGLE offers official implementations for its series of large language models with emphasis on inference and speculative decoding.
Persona
- ACLUE
- -
- EAGLE
- -
Runtime
- ACLUE
- -
- EAGLE
- -
License
- ACLUE
- MIT License: Permissive open-source license allowing free use and modification of the software, including commercially.
- EAGLE
- Other
Last pushed
- ACLUE
- Mar 20, 2024
- EAGLE
- Feb 20, 2026
Categories
- ACLUE
- Evaluation & Observability
- EAGLE
- Inference & Serving, LLM Frameworks
Trust and health
Maintenance
- ACLUE
- Dormant (18%)
- EAGLE
- Slowing (36%)
Days since push
- ACLUE
- 868d
- EAGLE
- 155d
Open issues (now)
- ACLUE
- 0
- EAGLE
- 101
Owner type
- ACLUE
- User
- EAGLE
- Organization
Full report
- ACLUE
- Trust report
- EAGLE
- Trust report
Choose ACLUE if…
- License: ACLUE is MIT, EAGLE is Other.
- Tags unique to ACLUE: ancient texts, chinese language, language models evaluation, nlp benchmarks.
- Also covers Evaluation & Observability.
- 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 EAGLE if…
- License: EAGLE is Other, ACLUE is MIT.
- Tags unique to EAGLE: large language models, llm-inference, speculative-decoding.
- Also covers Inference & Serving, LLM Frameworks.
- If your project requires the latest advancements in model capabilities from ICML'24, EMNLP'24, and NeurIPS'25 as provided by EAGLE-1, EAGLE-2, or EAGLE-3.
When NOT to use EAGLE
- If the specific advancements and techniques implemented in ICML'24 papers are not relevant to your project.
- In cases where speculative decoding does not align with the goals or methods of your application, opting for EAGLE may not be beneficial.
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 (SafeAILab/EAGLE) · observed Aug 24, 2026
- GitHub forks (SafeAILab/EAGLE) · observed Aug 24, 2026
- Last push (SafeAILab/EAGLE) · observed Feb 20, 2026
- License file (Other) · observed Aug 24, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: ACLUE 34 · EAGLE 2.5k (synced Aug 6, 2026).
Common questions
- What is the difference between ACLUE and EAGLE?
- ACLUE: Evaluation Benchmark for Ancient Chinese Language Comprehension. EAGLE: Official Implementation of EAGLE Series Models. See the comparison table for live GitHub stats and shared categories.
- When should I choose ACLUE over EAGLE?
- Choose ACLUE over EAGLE when License: ACLUE is MIT, EAGLE is Other; Tags unique to ACLUE: ancient texts, chinese language, language models evaluation, nlp benchmarks; Also covers Evaluation & Observability; When evaluating the performance of LLMs specifically on comprehending ancient Chinese language across 15 tasks.
- When should I choose EAGLE over ACLUE?
- Choose EAGLE over ACLUE when License: EAGLE is Other, ACLUE is MIT; Tags unique to EAGLE: large language models, llm-inference, speculative-decoding; Also covers Inference & Serving, LLM Frameworks; If your project requires the latest advancements in model capabilities from ICML'24, EMNLP'24, and NeurIPS'25 as provided by EAGLE-1, EAGLE-2, or EAGLE-3.
- 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 EAGLE?
- If the specific advancements and techniques implemented in ICML'24 papers are not relevant to your project. In cases where speculative decoding does not align with the goals or methods of your application, opting for EAGLE may not be beneficial.
- Is ACLUE or EAGLE more popular on GitHub?
- EAGLE has more GitHub stars (2,510 vs 34). Stars measure visibility, not whether either tool fits your constraints.
- Are ACLUE and EAGLE open source?
- Yes - both are open-source projects on GitHub (ACLUE: MIT, EAGLE: Other).
- Where can I find alternatives to ACLUE or EAGLE?
- GraphCanon lists graph-backed alternatives at ACLUE alternatives and EAGLE alternatives (ACLUE markdown twin, EAGLE 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 EAGLE?
- ACLUE: Dormant. EAGLE: Slowing. 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 EAGLE?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ACLUE trust report; EAGLE trust report.