Free / Open-sourceFunctions primarily as a lightweight CLI runtime for local models rather than a full-featured chat interface.
#1Dot records 13,295 monthly visits with -13.1% month-over-month growth and Freemium pricing. Open WebUI records 804,534 monthly visits with -2.8% growth and Freemium pricing.

Your AI data analyst that answers right inside Slack, Teams, and email
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | getdot.ai | openwebui.com |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 13.3K (13,295) | 804.53K (804,534) |
| MoM Traffic Delta |
| -2K (-13.1%) |
| -23.01K (-2.8%) |
| Primary Market & Share | 🇺🇸 United States (50.6%) | 🇺🇸 United States (24.5%) |
|---|
| Direct Visits / mo | 5.4K | 299.84K |
|---|
| User Rating | 4.3 | 4.4 |
|---|
| Supported Platforms | Website | Website |
|---|

Your AI data analyst that answers right inside Slack, Teams, and email
Team members ask questions in the tools they already use and get answers with numbers, charts, and sources.
Dot breaks down why a metric changed, attributing movement to contributing channels, segments, or factors.
Schedule reports and threshold-based alerts that trigger only when a metric crosses a level you care about.
Train Dot with instructions, examples, and business rules so metrics follow your organization's definitions.

Self-hosted AI workspace for local and cloud models
Connect local runtimes like Ollama alongside OpenAI-compatible and Anthropic APIs, and switch between them inside one interface.
RAG over your own documents, web search and citation-aware answers come standard, so responses are grounded in real sources.
Extend the platform with Python code to add custom tooling, preprocessing, and multi-step pipelines, then share them with others.
SSO, RBAC, audit logs, data residency, and on-premises, hybrid or air-gapped deployment for organisations with strict requirements.
Free / Open-sourceFunctions primarily as a lightweight CLI runtime for local models rather than a full-featured chat interface.
#1SpecialistOpen-source workflow automation built for AI agents and technical teams
SpecialistA free, open-source personal AI agent that learns your projects and works across every messaging app.
#3
SpecialistOpen-source personal AI assistant that runs on your own machine and works from chat apps

SpecialistSpecializes in visual workflow building and RAG pipelines rather than serving purely as a chat interface.

An agentic analytics platform that turns questions into governed, trusted answers

Chat with your data to get analysis, charts, reports, and slides

Free / Open-sourceFocuses on collaborative team AI workspaces and plugins, but shares similar open-source architectural goals.
SpecialistFocuses heavily on privacy-first document chat and local RAG pipelines, but offers fewer general-purpose chat UI features.

Free / Open-sourceOffers robust multi-provider support and advanced user permission management, but has a slightly different configuration setup.
Free / Open-sourceDelivers a desktop-native application for running local models offline easily, but lacks Open WebUI's server-centric multi-user features.
SpecialistOpen-source AI automation that unifies agents, flows and 770+ app integrations
Free / Open-sourceFunctions primarily as a lightweight CLI runtime for local models rather than a full-featured chat interface.
SpecialistOpen-source workflow automation built for AI agents and technical teams
SpecialistA free, open-source personal AI agent that learns your projects and works across every messaging app.
SpecialistOpen-source personal AI assistant that runs on your own machine and works from chat apps
SpecialistSpecializes in visual workflow building and RAG pipelines rather than serving purely as a chat interface.
An agentic analytics platform that turns questions into governed, trusted answers
Chat with your data to get analysis, charts, reports, and slides
SpecialistFocuses heavily on privacy-first document chat and local RAG pipelines, but offers fewer general-purpose chat UI features.
Free / Open-sourceOffers robust multi-provider support and advanced user permission management, but has a slightly different configuration setup.
Free / Open-sourceDelivers a desktop-native application for running local models offline easily, but lacks Open WebUI's server-centric multi-user features.
SpecialistOpen-source AI automation that unifies agents, flows and 770+ app integrations