CogLake vs LobeChat

CogLake has no write-up on Specifiction yet; its figures are above.

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.