Comparison
litellm vs llama3.java
Verdict
Pick litellm when litellm is primarily Python; llama3.java is Java; pick llama3.java when llama3.java is primarily Java; litellm is Python.
Markdown twin · litellm alternatives · llama3.java alternatives
GraphCanon updated today
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Trust & integrity
| Signal | litellm | llama3.java |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Steady (77d 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) | 2 low (2 low) As of 1d · osv@v1 | No lockfile As of today · none |
Tagline
- litellm
- Python SDK and Proxy Server for calling multiple LLM APIs
- llama3.java
- Llama 3+ inference in pure Java
Stars
- litellm
- 53k
- llama3.java
- 814
Forks
- litellm
- 9.7k
- llama3.java
- 94
Open issues
- litellm
- 3.9k
- llama3.java
- 18
Language
- litellm
- Python
- llama3.java
- Java
Adopt for
- litellm
- litellm is a Python SDK and Proxy Server that facilitates the interaction with over 100 LLM APIs, offering features such as cost tracking, guardrails, load balancing, and logging.
- llama3.java
- -
Persona
- litellm
- -
- llama3.java
- -
Runtime
- litellm
- -
- llama3.java
- -
License
- litellm
- The licensing terms for LiteLLM are provided under a license type categorized as 'Other'; details of the exact license should be referenced directly from its source.
- llama3.java
- MIT
Last pushed
- litellm
- Jul 11, 2026
- llama3.java
- Apr 24, 2026
Categories
- litellm
- Inference & Serving, LLM Frameworks
- llama3.java
- Inference & Serving, LLM Frameworks, Model Training
Trust and health
Maintenance
- litellm
- Very active (96%)
- llama3.java
- Steady (60%)
Days since push
- litellm
- 0d
- llama3.java
- 77d
Open issues (now)
- litellm
- 3.9k
- llama3.java
- 18
Owner type
- litellm
- Organization
- llama3.java
- User
Security scan
- litellm
- 2 low (2 low)
- llama3.java
- No lockfile
Full report
- litellm
- Trust report
- llama3.java
- Trust report
Choose litellm if…
- litellm is primarily Python; llama3.java is Java.
- License: litellm is Other, llama3.java is MIT.
- Pricing: While the core functionality is provided free, specific extended features might require a paid plan..
- Requirements: Requires Docker.
- Tags unique to litellm: ai-gateway, azure-openai, bedrock, llm.
- litellm ships Docker support for self-hosted deployment.
- When you need to integrate multiple LLM (Language Learning Modelling) APIs into your application across different providers like Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, Hugging
When NOT to use litellm
- If your project only requires interaction with a single LLM API and basic functionalities, litellm may be overkill.
Choose llama3.java if…
- llama3.java is primarily Java; litellm is Python.
- License: llama3.java is MIT, litellm is Other.
- Tags unique to llama3.java: chatgpt, genai, gguf, huggingface.
- Also covers Model Training.
When NOT to use llama3.java
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (BerriAI/litellm) · observed Jul 11, 2026
- GitHub forks (BerriAI/litellm) · observed Jul 11, 2026
- Last push (BerriAI/litellm) · observed Jul 11, 2026
- License file (Other) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (mukel/llama3.java) · observed Jul 11, 2026
- GitHub forks (mukel/llama3.java) · observed Jul 11, 2026
- Last push (mukel/llama3.java) · observed Apr 24, 2026
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: litellm 53k · llama3.java 814 (synced Jul 11, 2026).
Common questions
- What is the difference between litellm and llama3.java?
- litellm: Python SDK and Proxy Server for calling multiple LLM APIs. llama3.java: Llama 3+ inference in pure Java. See the comparison table for live GitHub stats and shared categories.
- When should I choose litellm over llama3.java?
- Choose litellm over llama3.java when litellm is primarily Python; llama3.java is Java; License: litellm is Other, llama3.java is MIT; Pricing: While the core functionality is provided free, specific extended features might require a paid plan.; Requirements: Requires Docker; Tags unique to litellm: ai-gateway, azure-openai, bedrock, llm; litellm ships Docker support for self-hosted deployment; When you need to integrate multiple LLM (Language Learning Modelling) APIs into your application across different providers like Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, Hugging.
- When should I choose llama3.java over litellm?
- Choose llama3.java over litellm when llama3.java is primarily Java; litellm is Python; License: llama3.java is MIT, litellm is Other; Tags unique to llama3.java: chatgpt, genai, gguf, huggingface; Also covers Model Training.
- When should I avoid litellm?
- If your project only requires interaction with a single LLM API and basic functionalities, litellm may be overkill.
- When should I avoid llama3.java?
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
- Is litellm or llama3.java more popular on GitHub?
- litellm has more GitHub stars (53,271 vs 814). Stars measure visibility, not whether either tool fits your constraints.
- Are litellm and llama3.java open source?
- Yes - both are open-source projects on GitHub (litellm: Other, llama3.java: MIT).
- Where can I find alternatives to litellm or llama3.java?
- GraphCanon lists graph-backed alternatives at litellm alternatives and llama3.java alternatives (litellm markdown twin, llama3.java 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, litellm or llama3.java?
- litellm: Very active. llama3.java: 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 litellm and llama3.java?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: litellm trust report; llama3.java trust report.