Comparison
litellm vs mlx-swift-chat
Verdict
Pick litellm when litellm is primarily Python; mlx-swift-chat is Swift; pick mlx-swift-chat when mlx-swift-chat is primarily Swift; litellm is Python.
Markdown twin · litellm alternatives · mlx-swift-chat alternatives
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Trust & integrity
| Signal | litellm | mlx-swift-chat |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Dormant (622d since push) As of 1d · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of 1d · github_public_v1 |
| Security (OSV) | 2 low (2 low) As of 1d · osv@v1 | No lockfile As of 1d · none |
Tagline
- litellm
- Python SDK and Proxy Server for calling multiple LLM APIs
- mlx-swift-chat
- A multi-platform SwiftUI frontend for running local LLMs with Apple's MLX framework.
Stars
- litellm
- 53k
- mlx-swift-chat
- 435
Forks
- litellm
- 9.7k
- mlx-swift-chat
- 27
Open issues
- litellm
- 3.9k
- mlx-swift-chat
- 9
Language
- litellm
- Python
- mlx-swift-chat
- Swift
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.
- mlx-swift-chat
- -
Persona
- litellm
- -
- mlx-swift-chat
- -
Runtime
- litellm
- -
- mlx-swift-chat
- -
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.
- mlx-swift-chat
- MIT
Last pushed
- litellm
- Jul 11, 2026
- mlx-swift-chat
- Oct 27, 2024
Categories
- litellm
- Inference & Serving, LLM Frameworks
- mlx-swift-chat
- Inference & Serving, LLM Frameworks
Trust and health
Maintenance
- litellm
- Very active (96%)
- mlx-swift-chat
- Dormant (18%)
Days since push
- litellm
- 0d
- mlx-swift-chat
- 622d
Open issues (now)
- litellm
- 3.9k
- mlx-swift-chat
- 9
Security scan
- litellm
- 2 low (2 low)
- mlx-swift-chat
- No lockfile
Full report
- litellm
- Trust report
- mlx-swift-chat
- Trust report
Choose litellm if…
- litellm is primarily Python; mlx-swift-chat is Swift.
- License: litellm is Other, mlx-swift-chat 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 mlx-swift-chat if…
- mlx-swift-chat is primarily Swift; litellm is Python.
- License: mlx-swift-chat is MIT, litellm is Other.
- Tags unique to mlx-swift-chat: ios, llm-inference, macos, mlx.
When NOT to use mlx-swift-chat
- Last GitHub push was 623 days ago (dormant maintenance, Oct 27, 2024). Validate activity before betting a new project on mlx-swift-chat.
- 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.
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 (preternatural-explore/mlx-swift-chat) · observed Jul 11, 2026
- GitHub forks (preternatural-explore/mlx-swift-chat) · observed Jul 11, 2026
- Last push (preternatural-explore/mlx-swift-chat) · observed Oct 27, 2024
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: litellm 53k · mlx-swift-chat 435 (synced Jul 11, 2026).
Common questions
- What is the difference between litellm and mlx-swift-chat?
- litellm: Python SDK and Proxy Server for calling multiple LLM APIs. mlx-swift-chat: A multi-platform SwiftUI frontend for running local LLMs with Apple's MLX framework.. See the comparison table for live GitHub stats and shared categories.
- When should I choose litellm over mlx-swift-chat?
- Choose litellm over mlx-swift-chat when litellm is primarily Python; mlx-swift-chat is Swift; License: litellm is Other, mlx-swift-chat 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 mlx-swift-chat over litellm?
- Choose mlx-swift-chat over litellm when mlx-swift-chat is primarily Swift; litellm is Python; License: mlx-swift-chat is MIT, litellm is Other; Tags unique to mlx-swift-chat: ios, llm-inference, macos, mlx.
- 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 mlx-swift-chat?
- Last GitHub push was 623 days ago (dormant maintenance, Oct 27, 2024). Validate activity before betting a new project on mlx-swift-chat. 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.
- Is litellm or mlx-swift-chat more popular on GitHub?
- litellm has more GitHub stars (53,271 vs 435). Stars measure visibility, not whether either tool fits your constraints.
- Are litellm and mlx-swift-chat open source?
- Yes - both are open-source projects on GitHub (litellm: Other, mlx-swift-chat: MIT).
- Where can I find alternatives to litellm or mlx-swift-chat?
- GraphCanon lists graph-backed alternatives at litellm alternatives and mlx-swift-chat alternatives (litellm markdown twin, mlx-swift-chat 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 mlx-swift-chat?
- litellm: Very active. mlx-swift-chat: 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 mlx-swift-chat?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: litellm trust report; mlx-swift-chat trust report.