Open WebUI: what’s new in v0.12.4 and our verdict
Self-hosted AI platform: a web interface that connects to Ollama and OpenAI-compatible models, under its own Open WebUI License.
At a glance
- Evidence
- Tested (smoke test)
- Released
- Oct 25, 2026
- Last verified
- Oct 25, 2026
- Pricing
- Partly verified
- Best for
- local LLM tools and model platforms
Evidence and ranking
Evidence behind this verdict
- Sources read3 cited sources, latest fetched Oct 25, 2026. (done)
- Facts re-checkedLast verified Oct 25, 2026. (done)
- Run by usSmoke test on Oct 25, 2026 (scope below). (done)
Passed Test log result: Passed. Read the log
Where we rank it (editorial)
Listed here but not yet ranked. Ranks are editorial picks, not benchmark scores.
Pricing: No pricing page read. (checked 2026-10-25)
Our verdict
Self-hosted AI platform: a web interface that connects to Ollama and OpenAI-compatible models, under its own Open WebUI License.
Good for
- Teams that want a self-hosted chat UI
- Ollama users who want a browser interface
Skip if
- You need a standard OSI license for your own distribution
Tested. Tested 2026-10-25 (America/Chicago). Open WebUI 0.12.4 installed with uv in 11.6 s (6,977 MB in the virtualenv), was healthy about 11 to 12 s after start, and answered a chat through its API in 0.68 s using a local Ollama model. Test environment: Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key. Agent tools were pointed at a local open-weight model (Qwen2.5-3B-Instruct (Q4_K_M) through Ollama 0.40.11), so we tested the tool, not any vendor's hosted models. Not tested: The browser UI, RAG over documents, web search, multi-user roles, and Docker deployment; One request; a smoke test, not a load test. These are smoke tests, not a benchmark. Full log: /tests/open-webui.
Full test log with exact commands, versions and raw output: Open WebUI 0.12.4: our test log.
- Evidence
- Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B)). A smoke test is not a benchmark.
- What we ran
- Open WebUI 0.12.4 installed with uv in 11.6 s (6,977 MB in the virtualenv), was healthy about 11 to 12 s after start, and answered a chat through its API in 0.68 s using a local Ollama model.
- Model used
- Qwen2.5-3B-Instruct (Q4_K_M) through Ollama 0.40.11
- Environment
- Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key
- Not tested
- The browser UI, RAG over documents, web search, multi-user roles, and Docker deployment; One request; a smoke test, not a load test.
- Date
- (America/Chicago)
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Best for
- Best AI tool for local LLM tools and model platforms: Self-hosted web interface for local and hosted models.
Key facts
Open WebUI's site pitches a self-hosted AI platform you run on your own machine and connect to any model. The repository's license file is a custom 'Open WebUI License' (BSD-style terms with additional conditions), not a standard OSI license; v0.12.4 was tagged Oct 25, 2026.
- License: Open WebUI License (custom; read it before commercial use)
- Platforms: Self-hosted (Docker and others)
- Pricing model: Free self-hosted
- Free tier: Free to self-host
- Paid plans: Enterprise options not read
- GitHub: open-webui/open-webui: 156,757 stars on 2026-10-25, last push 2026-10-25
- Latest release we saw: v0.12.4, 2026-10-25
- How to start: Follow the install guide on openwebui.com (Docker is the common route) and connect a model backend.
- v0.12.4 (2026-10-25): the newest release listed on the official page or repository when we read it on 2026-10-25.
How to set it up: Get started with Open WebUI
These steps come from the vendor's own pages as read on 2026-10-25. We ran Open WebUI on 2026-10-25; the test log lists what was and was not covered.
Get access
Follow the install guide on openwebui.com (Docker is the common route) and connect a model backend.
Check the limits and costs first
Free to self-host. Paid: Enterprise options not read. No pricing page read.
Pros and cons
Pros
- Very active (v0.12.4 on Oct 25, 2026)
- Large community
Cons
- Custom license, not MIT or Apache
- Our test was one small task on a local 3B model; it does not show behaviour with hosted models or larger jobs
Alternatives and comparisons
- Ollama: The common way to run open models locally on macOS, Windows and Linux, with a cloud option and an MIT-licensed open-source core.
- Jan: Open-source alternative to ChatGPT that runs open models locally or connects to cloud models like GPT and Claude.
- Dify: Open-source platform for building LLM apps and agent workflows with a visual canvas; licensed under a modified Apache 2.0 with extra conditions.
- Cohere: Enterprise AI company: Command models, Rerank and the North platform.
FAQ
What is Open WebUI?
Open WebUI's site pitches a self-hosted AI platform you run on your own machine and connect to any model. The repository's license file is a custom 'Open WebUI License' (BSD-style terms with additional conditions), not a standard OSI license; v0.12.4 was tagged Oct 25, 2026.
Is Open WebUI free?
Free to self-host. Paid: Enterprise options not read. No pricing page read. Checked 2026-10-25; prices change, so confirm on the vendor's page.
What license is Open WebUI under?
Its license: Open WebUI License (custom; read it before commercial use). Read from the project's own pages on 2026-10-25.
What we have not verified
- Enterprise pricing
Sources
- Open WebUI (fetched 2026-10-25)
- Open WebUI license (fetched 2026-10-25)
- Open WebUI repository (GitHub) (fetched 2026-10-25)
Last verified · Agentic Weekly
Latest news about Open WebUI
- Open WebUI v0.12.4 adds on-demand skill loading and says it contains unlisted security fixes (Reported; first seen 2026-10-26 03:48 UTC)
Related tools
- Cohere: Enterprise AI company: Command models, Rerank and the North platform.
- DeepSeek: Model API that works with the OpenAI and Anthropic SDK formats and can back agent tools such as Claude Code, GitHub Copilot and OpenCode.
- Hugging Face: The hub where the ML community shares models, datasets and apps, with PRO, Team and Enterprise tiers.
How to cite this page
Agentic Weekly, "Open WebUI v0.12.4: what's new, verdict & setup", last updated 2026-10-25, https://theagenticweekly.com/tools/open-webui
Keep the Reported or Tested label when you quote a verdict. Plain-text version: https://theagenticweekly.com/tools/open-webui.md. More for AI assistants: /ai, /tools.json, /llms.txt.
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