LobeChat vs Open WebUI

LobeChat, presented by LobeHub as an agent collaboration platform, brings together persistent agent memory, multi-agent workflows and model orchestration for work and productivity. Agent Groups can form teams automatically, collaborate in parallel, handle multiple tasks and improve results iteratively. Workflow components include Pages, scheduled tasks, Projects and shared Workspaces. Agents can use personal and structured editable memory, with continual learning and adaptive behavior. The platform describes coordination across models and modalities, and its Agent Marketplace offers customizable agents for writing, Q&A, images, video, voice and workflows. Agents can connect to tools and APIs through MCP; listed Skills are compatible with Claude Code, Codex CLI and ChatGPT. LobeChat is available on web, Android, iOS, Linux, macOS, Windows and through self-hosting. Its desktop downloads cover Apple Silicon and Intel Macs, and the desktop app is described as running locally. Cloud plans meter model use in credits and set file and vector storage limits. A Free plan is available; paid plans start at $12.90/mo, with a free trial listed.

Open WebUI is a self-hosted interface for local and cloud AI models, designed to run entirely offline. It connects to Ollama and OpenAI-compatible APIs. Installation options include Docker, pip, uv, and desktop setup; the documentation recommends Docker or Python for production deployments. Listed capabilities include voice, vision, retrieval, generation, search, Python extensions, file uploads, image generation, app integrations, and team workspaces. Its extension system supports Filters, Actions, Pipes, Tools, and Skills, and can connect through MCP, MCPO, and OpenAPI tool servers. Knowledge retrieval includes local RAG with nine vector databases, multiple content-extraction engines, hybrid search, reranking, and full-context mode. Organizations can deploy it on-premises, in a private cloud, or in an air-gapped environment. The operator configures where chats and other data are stored; data can be routed externally when external providers, tools, model endpoints, or integrations are configured. The software is free to use as-is with original branding intact. Deployments with more than 50 users must keep Open WebUI branding visible unless an exception applies.