Comparison
litellm vs starwhale
Verdict
Pick litellm when litellm is primarily Python; starwhale is Java; pick starwhale when starwhale is primarily Java; litellm is Python.
Markdown twin · litellm alternatives · starwhale alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | litellm | starwhale |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Dormant (568d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization 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
- starwhale
- an MLOps/LLMOps platform
Stars
- litellm
- 53k
- starwhale
- 237
Forks
- litellm
- 9.7k
- starwhale
- 38
Open issues
- litellm
- 3.9k
- starwhale
- 120
Language
- litellm
- Python
- starwhale
- 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.
- starwhale
- -
Persona
- litellm
- -
- starwhale
- -
Runtime
- litellm
- -
- starwhale
- -
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.
- starwhale
- Apache-2.0
Last pushed
- litellm
- Jul 11, 2026
- starwhale
- Dec 20, 2024
Categories
- litellm
- Inference & Serving, LLM Frameworks
- starwhale
- Inference & Serving, LLM Frameworks, Model Training
Trust and health
Maintenance
- litellm
- Very active (96%)
- starwhale
- Dormant (18%)
Days since push
- litellm
- 0d
- starwhale
- 568d
Open issues (now)
- litellm
- 3.9k
- starwhale
- 120
Security scan
- litellm
- 2 low (2 low)
- starwhale
- No lockfile
Full report
- litellm
- Trust report
- starwhale
- Trust report
Choose litellm if…
- litellm is primarily Python; starwhale is Java.
- License: litellm is Other, starwhale is Apache-2.0.
- 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, openai.
- 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 starwhale if…
- starwhale is primarily Java; litellm is Python.
- License: starwhale is Apache-2.0, litellm is Other.
- Tags unique to starwhale: ai, cloud-native, dataset, datastore.
- Also covers Model Training.
When NOT to use starwhale
- Last GitHub push was 569 days ago (dormant maintenance, Dec 20, 2024). Validate activity before betting a new project on starwhale.
- 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 (star-whale/starwhale) · observed Jul 11, 2026
- GitHub forks (star-whale/starwhale) · observed Jul 11, 2026
- Last push (star-whale/starwhale) · observed Dec 20, 2024
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: litellm 53k · starwhale 237 (synced Jul 11, 2026).
Common questions
- What is the difference between litellm and starwhale?
- litellm: Python SDK and Proxy Server for calling multiple LLM APIs. starwhale: an MLOps/LLMOps platform. See the comparison table for live GitHub stats and shared categories.
- When should I choose litellm over starwhale?
- Choose litellm over starwhale when litellm is primarily Python; starwhale is Java; License: litellm is Other, starwhale is Apache-2.0; 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, openai; 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 starwhale over litellm?
- Choose starwhale over litellm when starwhale is primarily Java; litellm is Python; License: starwhale is Apache-2.0, litellm is Other; Tags unique to starwhale: ai, cloud-native, dataset, datastore; 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 starwhale?
- Last GitHub push was 569 days ago (dormant maintenance, Dec 20, 2024). Validate activity before betting a new project on starwhale. 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 starwhale more popular on GitHub?
- litellm has more GitHub stars (53,271 vs 237). Stars measure visibility, not whether either tool fits your constraints.
- Are litellm and starwhale open source?
- Yes - both are open-source projects on GitHub (litellm: Other, starwhale: Apache-2.0).
- Where can I find alternatives to litellm or starwhale?
- GraphCanon lists graph-backed alternatives at litellm alternatives and starwhale alternatives (litellm markdown twin, starwhale 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 starwhale?
- litellm: Very active. starwhale: 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 litellm and starwhale?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: litellm trust report; starwhale trust report.