Comparison
open-webui vs mlx-swift-chat
Verdict
Pick open-webui when open-webui is primarily Python; mlx-swift-chat is Swift; pick mlx-swift-chat when mlx-swift-chat is primarily Swift; open-webui is Python.
Markdown twin · open-webui alternatives · mlx-swift-chat alternatives
GraphCanon updated 1d
vs
Trust & integrity
| Signal | open-webui | mlx-swift-chat |
|---|---|---|
| Maintenance | Very active (0d since push) As of 1d · github_public_v1 | Dormant (622d since push) As of 1d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1d · github_public_v1 | Not a fork · Organization account As of 1d · github_public_v1 |
| Security (OSV) | No MCP manifest As of 1d · mcp_manifest | No lockfile As of 1d · none |
Tagline
- open-webui
- User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
- mlx-swift-chat
- A multi-platform SwiftUI frontend for running local LLMs with Apple's MLX framework.
Stars
- open-webui
- 145k
- mlx-swift-chat
- 435
Forks
- open-webui
- 21k
- mlx-swift-chat
- 27
Open issues
- open-webui
- 391
- mlx-swift-chat
- 9
Language
- open-webui
- Python
- mlx-swift-chat
- Swift
Adopt for
- open-webui
- Suitable for developers working with large language models who require a user-friendly interface and support for multiple APIs including Ollama and OpenAI.
- mlx-swift-chat
- -
Persona
- open-webui
- -
- mlx-swift-chat
- -
Runtime
- open-webui
- -
- mlx-swift-chat
- -
License
- open-webui
- Other
- mlx-swift-chat
- MIT
Last pushed
- open-webui
- Jul 10, 2026
- mlx-swift-chat
- Oct 27, 2024
Categories
- open-webui
- Inference & Serving, LLM Frameworks
- mlx-swift-chat
- Inference & Serving, LLM Frameworks
Trust and health
Maintenance
- open-webui
- Very active (96%)
- mlx-swift-chat
- Dormant (18%)
Days since push
- open-webui
- 0d
- mlx-swift-chat
- 622d
Open issues (now)
- open-webui
- 391
- mlx-swift-chat
- 9
Security scan
- open-webui
- No MCP manifest
- mlx-swift-chat
- No lockfile
Full report
- open-webui
- Trust report
- mlx-swift-chat
- Trust report
Choose open-webui if…
- open-webui is primarily Python; mlx-swift-chat is Swift.
- License: open-webui is Other, mlx-swift-chat is MIT.
- Tags unique to open-webui: ai, llm, openai, self-hosted.
- When you need to integrate multiple AI services, such as Ollama and OpenAI, into a unified user interface.
When NOT to use open-webui
- When looking for tooling that exclusively supports APIs other than Ollama and OpenAI, as these are specific areas of focus for open-webui.
- If the requirement is a highly specialized interface tailored to specific tasks rather than a general AI interaction platform.
Choose mlx-swift-chat if…
- mlx-swift-chat is primarily Swift; open-webui is Python.
- License: mlx-swift-chat is MIT, open-webui 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 (open-webui/open-webui) · observed Jul 11, 2026
- GitHub forks (open-webui/open-webui) · observed Jul 11, 2026
- Last push (open-webui/open-webui) · observed Jul 10, 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: open-webui 145k · mlx-swift-chat 435 (synced Jul 11, 2026).
Common questions
- What is the difference between open-webui and mlx-swift-chat?
- open-webui: User-friendly AI Interface (Supports Ollama, OpenAI API, ...). 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 open-webui over mlx-swift-chat?
- Choose open-webui over mlx-swift-chat when open-webui is primarily Python; mlx-swift-chat is Swift; License: open-webui is Other, mlx-swift-chat is MIT; Tags unique to open-webui: ai, llm, openai, self-hosted; When you need to integrate multiple AI services, such as Ollama and OpenAI, into a unified user interface.
- When should I choose mlx-swift-chat over open-webui?
- Choose mlx-swift-chat over open-webui when mlx-swift-chat is primarily Swift; open-webui is Python; License: mlx-swift-chat is MIT, open-webui is Other; Tags unique to mlx-swift-chat: ios, llm-inference, macos, mlx.
- When should I avoid open-webui?
- When looking for tooling that exclusively supports APIs other than Ollama and OpenAI, as these are specific areas of focus for open-webui. If the requirement is a highly specialized interface tailored to specific tasks rather than a general AI interaction platform.
- 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 open-webui or mlx-swift-chat more popular on GitHub?
- open-webui has more GitHub stars (145,029 vs 435). Stars measure visibility, not whether either tool fits your constraints.
- Are open-webui and mlx-swift-chat open source?
- Yes - both are open-source projects on GitHub (open-webui: Other, mlx-swift-chat: MIT).
- Where can I find alternatives to open-webui or mlx-swift-chat?
- GraphCanon lists graph-backed alternatives at open-webui alternatives and mlx-swift-chat alternatives (open-webui 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, open-webui or mlx-swift-chat?
- open-webui: 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 open-webui and mlx-swift-chat?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: open-webui trust report; mlx-swift-chat trust report.