Closed source. Free for personal and internal business use; Bionic+ (US$20 a month) is optional and adds hosted models. Free version: Local models, chat and the local API server are free for personal and work use. Bionic+ (US$20 a month) adds hosted models.
Strong
3 tools
Covers most of the same work, with trade-offs noted on each card.
MIT licensed. Pairs with Open WebUI for a browser chat interface. Free version: Running models on your own hardware is free and unlimited. Cloud models have a small free allowance; Pro costs $20 a month.
Situational
1 tool
Right for specific needs, or not yet mature enough to recommend widely.
LM Studio, Latest frontier-model quality: Runs open-weight models on your hardware; they trail the newest closed models
Open WebUI, Latest frontier-model quality: Quality depends on the models you connect
Jan, Latest frontier-model quality: Local open-weight models, or cloud models with your own API key
Ollama, Latest frontier-model quality: Runs open-weight models on your hardware; they trail the newest closed models
GPT4All, Latest frontier-model quality: Runs open-weight models on your hardware; they trail the newest closed models
LM Studio, Web search with cited sources: Web search is limited on the free plan
Open WebUI, Web search with cited sources: Search through providers you configure, including SearXNG
Jan, Web search with cited sources: Needs an MCP tool server
Ollama, Web search with cited sources: Search needs an add-on or a front end
GPT4All, Web search with cited sources: No web search found; LocalDocs covers your own files
LM Studio, Questions about uploaded files: Chat with your documents locally
Open WebUI, Questions about uploaded files: Local retrieval over uploaded files
Jan, Questions about uploaded files: Attach documents with local retrieval
Ollama, Questions about uploaded files: Document Q&A needs a front end such as Open WebUI
GPT4All, Questions about uploaded files: LocalDocs indexes your folders
LM Studio, Artifacts and projects: The Bionic agent creates and edits documents
Open WebUI, Artifacts and projects: Previews generated HTML and SVG output
Jan, Artifacts and projects: No artifact or project workspace
Ollama, Artifacts and projects: No artifact or project workspace
GPT4All, Artifacts and projects: No artifact or project workspace
LM Studio, Code execution and file creation: The Bionic agent handles coding tasks; results depend on the local model
Open WebUI, Code execution and file creation: Code tools need setup
Jan, Code execution and file creation: Possible through MCP tool servers
Ollama, Code execution and file creation: Models only; no code execution
GPT4All, Code execution and file creation: Chat only
LM Studio, Phone apps with synced chats: Desktop app only
Open WebUI, Phone apps with synced chats: Installable web app; no native phone app
Jan, Phone apps with synced chats: Desktop app only
Ollama, Phone apps with synced chats: No phone app; reach it through a front end
GPT4All, Phone apps with synced chats: Desktop app only
Not covered by any free alternative yet: Latest frontier-model quality, Artifacts and projects, Code execution and file creation, Phone apps with synced chats. See all feature gaps
What switching saves
Switching saves about $200 USD / ≈$285 CAD (estimated from the USD price) a year.Prices checked ; ≈ means converted from USD.
Based on Claude Pro, annual plan. Price source. USD to CAD at 1.4257 as of Oct 7, 2026.
About this page
Last verified . Ranking: tier first, then the published score.