Comparison
llama3.java vs anubis-oss
Verdict
Pick llama3.java if llama3.java is a Java-centric tool for performing inference with Llama 3+ models without relying on external dependencies; pick anubis-oss if anubis-oss, specifically tailored for Apple Silicon devices using Swift, is distinguished by its focus on local large language model evaluation and testing within the macOS environment.
Markdown twin · llama3.java alternatives · anubis-oss alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | llama3.java | anubis-oss |
|---|---|---|
| Maintenance | Slowing (122d since push) As of today · github_public_v1 | Steady (56d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Personal account As of 1w · 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
- llama3.java
- Llama 3+ inference in pure Java
- anubis-oss
- Local LLM Testing & Benchmarking for Apple Silicon
Stars
- llama3.java
- 815
- anubis-oss
- 198
Forks
- llama3.java
- 94
- anubis-oss
- 12
Open issues
- llama3.java
- 18
- anubis-oss
- 4
Language
- llama3.java
- Java
- anubis-oss
- Swift
Adopt for
- llama3.java
- llama3.java is a Java-centric tool for performing inference with Llama 3+ models without relying on external dependencies.
- anubis-oss
- Anubis-oss, specifically tailored for Apple Silicon devices using Swift, is distinguished by its focus on local large language model evaluation and testing within the macOS environment.
Persona
- llama3.java
- -
- anubis-oss
- -
Runtime
- llama3.java
- -
- anubis-oss
- -
License
- llama3.java
- MIT
- anubis-oss
- GPL-3.0 license ensures that any derivative works related to anubis-oss must also be open source under the same licensing terms.
Last pushed
- llama3.java
- Apr 24, 2026
- anubis-oss
- Jun 18, 2026
Categories
- llama3.java
- Inference & Serving
- anubis-oss
- Evaluation & Observability, Inference & Serving
Trust and health
Maintenance
- llama3.java
- Slowing (36%)
- anubis-oss
- Steady (60%)
Days since push
- llama3.java
- 122d
- anubis-oss
- 56d
Open issues (now)
- llama3.java
- 18
- anubis-oss
- 4
Stars delta
- llama3.java
- -1 (30d)
- anubis-oss
- Unknown
Open issues delta
- llama3.java
- 0 (30d)
- anubis-oss
- Unknown
Full report
- llama3.java
- Trust report
- anubis-oss
- Trust report
Choose llama3.java if…
- llama3.java is primarily Java; anubis-oss is Swift.
- License: llama3.java is MIT, anubis-oss is GPL-3.0.
- Tags unique to llama3.java: chatgpt, genai, gguf, huggingface.
- Use llama3.java when you require language model inference capabilities fully implemented in Java, ensuring consistency within Java-based projects.
When NOT to use llama3.java
- Avoid using llama3.java if your project needs specific features such as real-time chat integration that may be better supported by more specialized libraries.
- Do opt for a different tool if you prioritize performance metrics over the convenience of having an entirely Java-based solution, as competing tools might offer optimizations not found in llama3.java.
Choose anubis-oss if…
- anubis-oss is primarily Swift; llama3.java is Java.
- License: anubis-oss is GPL-3.0, llama3.java is MIT.
- Pricing: The tool is free and open-source with no monetary costs for usage or distribution..
- Requirements: Min 8 GB RAM.
- Tags unique to anubis-oss: apple-silicon, benchmarking, gpu, inference.
- Also covers Evaluation & Observability.
- When developing and evaluating large language models intended to run natively on Apple Silicon hardware.
When NOT to use anubis-oss
- If your development does not involve Apple Silicon or macOS environments as Anubis-oss is tightly integrated with these platforms.
- When preferring a language other than Swift, since Anubis-oss depends on this for its operations.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (mukel/llama3.java) · observed Aug 25, 2026
- GitHub forks (mukel/llama3.java) · observed Aug 25, 2026
- Last push (mukel/llama3.java) · observed Apr 24, 2026
- License file (MIT) · observed Aug 25, 2026
- Decision facts (enrichment) · observed Jul 14, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (uncSoft/anubis-oss) · observed Aug 13, 2026
- GitHub forks (uncSoft/anubis-oss) · observed Aug 13, 2026
- Last push (uncSoft/anubis-oss) · observed Jun 18, 2026
- License file (GPL-3.0) · observed Aug 13, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: llama3.java 815 · anubis-oss 198 (synced Aug 25, 2026).
Common questions
- What is the difference between llama3.java and anubis-oss?
- llama3.java: Llama 3+ inference in pure Java. anubis-oss: Local LLM Testing & Benchmarking for Apple Silicon. See the comparison table for live GitHub stats and shared categories.
- When should I choose llama3.java over anubis-oss?
- Choose llama3.java over anubis-oss when llama3.java is primarily Java; anubis-oss is Swift; License: llama3.java is MIT, anubis-oss is GPL-3.0; Tags unique to llama3.java: chatgpt, genai, gguf, huggingface; Use llama3.java when you require language model inference capabilities fully implemented in Java, ensuring consistency within Java-based projects.
- When should I choose anubis-oss over llama3.java?
- Choose anubis-oss over llama3.java when anubis-oss is primarily Swift; llama3.java is Java; License: anubis-oss is GPL-3.0, llama3.java is MIT; Pricing: The tool is free and open-source with no monetary costs for usage or distribution.; Requirements: Min 8 GB RAM; Tags unique to anubis-oss: apple-silicon, benchmarking, gpu, inference; Also covers Evaluation & Observability; When developing and evaluating large language models intended to run natively on Apple Silicon hardware.
- When should I avoid llama3.java?
- Avoid using llama3.java if your project needs specific features such as real-time chat integration that may be better supported by more specialized libraries. Do opt for a different tool if you prioritize performance metrics over the convenience of having an entirely Java-based solution, as competing tools might offer optimizations not found in llama3.java.
- When should I avoid anubis-oss?
- If your development does not involve Apple Silicon or macOS environments as Anubis-oss is tightly integrated with these platforms. When preferring a language other than Swift, since Anubis-oss depends on this for its operations.
- Is llama3.java or anubis-oss more popular on GitHub?
- llama3.java has more GitHub stars (815 vs 198). Stars measure visibility, not whether either tool fits your constraints.
- Are llama3.java and anubis-oss open source?
- Yes - both are open-source projects on GitHub (llama3.java: MIT, anubis-oss: GPL-3.0).
- Where can I find alternatives to llama3.java or anubis-oss?
- GraphCanon lists graph-backed alternatives at llama3.java alternatives and anubis-oss alternatives (llama3.java markdown twin, anubis-oss 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, llama3.java or anubis-oss?
- llama3.java: Slowing. anubis-oss: Steady. 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 llama3.java and anubis-oss?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: llama3.java trust report; anubis-oss trust report.