Free / Open-sourceFunctions primarily as a lightweight CLI runtime for local models rather than a full-featured chat interface.
#1Open WebUI records 804,534 monthly visits with -2.8% month-over-month growth and Freemium pricing. Truffle records 413 monthly visits with -86.9% growth and Free Trial, Paid pricing.

Track how ChatGPT, Gemini, Claude and Perplexity answer your buyers' questions
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | openwebui.com | runtruffle.com |
| Pricing Model | Freemium | Free Trial, Paid |
| Monthly Visits | 804.53K (804,534) | 413 (413) |
| MoM Traffic Delta |
| -23.01K (-2.8%) |
| -2.73K (-86.9%) |
| Primary Market & Share | 🇺🇸 United States (24.5%) | 🇺🇸 United States (100%) |
|---|
| Direct Visits / mo | 299.84K | 134 |
|---|
| User Rating | 4.4 | 4.2 |
|---|
| Supported Platforms | Website | Website |
|---|

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.

Track how ChatGPT, Gemini, Claude and Perplexity answer your buyers' questions
One 0–100 score weighting every engine by real market reach, so a strong week on Gemini and a weak one on Perplexity land in one comparable figure.
Track the purchase-intent questions your buyers actually type, with per-prompt visibility so you know which questions you own and which you are losing.
Auto-discovery finds competitors AI mentions alongside you, measures share of voice and alerts you when you are close to overtaking the leader.
See Google SERP top-10 rankings and AI Overviews next to ChatGPT, Perplexity and Gemini mentions in the same project.
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.

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.

AI search visibility analytics for marketing teams
SpecialistOpen-source AI automation that unifies agents, flows and 770+ app integrations

AEO & GEO platform for AI search visibility
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.
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.
AI search visibility analytics for marketing teams
SpecialistOpen-source AI automation that unifies agents, flows and 770+ app integrations
AEO & GEO platform for AI search visibility