Assembly Line

Google Gemini vs Open WebUI

Google Gemini and Open WebUI are both AI assistants software. Google Gemini is a commercial product from Google. Open WebUI is open source under a license set out in its repository, with 158k GitHub stars.

Which to pick

Pick Google Gemini when
You live in Google's apps and want an assistant that works across Gmail, Docs and Drive, included with many Workspace plans.
Pick Open WebUI when
You run local or private models and want a full-featured chat front end for yourself or a team.

Side by side

What it does

Google's AI assistant for chat, research, writing, coding and images, connected to Gmail, Docs and Drive in Google Workspace.

A self-hosted web interface for chatting with local models through Ollama or any OpenAI-compatible API, with RAG, tools, user management and pipelines.

Watch out

Data handling differs between consumer and Workspace accounts, so check which one staff use.

Its custom licence restricts removing Open WebUI branding for larger deployments, and it is still pre-1.0.

Ready for

Production-ready (both)

Runs as

Cloud service and mobile app

Self-hosted server

Built with

Not published

Python, Svelte and SvelteKit

Source code

Closed source, sold by Google

Open source, license unclear on GitHub

What the license allows

Closed source: you use it under the maker's terms and cannot change or resell the code.

GitHub could not read the license. Check it in the repository before reusing any code.

How widely known

46k Wikipedia readers a month on phones

158k GitHub stars

How established

Not known

Established: started 3 years ago, latest release v0.12.5.

Other comparisons

More AI assistants

Every AI assistants product and project, ranked

Both sides were judged on 2026-11-03 from makers' descriptions, Wikipedia, READMEs and GitHub data. License, age and popularity lines are worked out directly.