Best for
Best for researchers, analysts and students who need reliable answers from a fixed set of documents rather than from the open web.
- Freelancers
- Small and mid-sized
- Enterprise
AI Chatbots & Assistants Comparison
Gemini Notebook vs. LM Studio
At a glance
At a glance
Best for
Best for developers and privacy-conscious teams who want a desktop app for open models plus a local OpenAI-compatible endpoint.
- Freelancers
- Small and mid-sized
- Enterprise
Cataleo does not name a winner. Both statements come from the vendors themselves.
Full Comparison
| Criterion | Gemini Notebook | LM Studio |
|---|---|---|
| Starting price | Free; higher limits on paid Google AI plans Google AI Plus, Pro and Ultra each raise the notebook, source, chat and Audio Overview limits. | Free for local models; Bionic+ $20 / month The free plan runs local models and the Bionic agent with LM Link for up to five devices and limited web search. Bionic+ at $20 per month adds US-hosted open models and web search with page extraction; Pro at $100 per month raises the included usage fivefold. Cloud credits cover usage beyond a plan's allowance. |
| Free trial | Free tier | Free plan for local models, no time limit |
| Commercial use | Yes | Not stated |
| Output | Cited answers, Audio and Video Overviews, Mind Maps, Infographics and reports from your own sources | Not stated |
| Hosting | Not stated | Runs locally on macOS, Windows and Linux; optional cloud models are US-hosted with zero data retention |
| Ecosystem | Google; syncs with the Gemini app, with organisation access through Google Workspace, Workspace for Education and Google Cloud | Desktop app for Apple Silicon Macs, x64 and ARM64 Windows and x64 Linux, plus the lms command line, a headless llmster mode for servers and LM Link across up to five devices on the free plan |
| Live web search and sources | Fast Research finds sources on the web or in your Google Drive; answers cite the sources in the notebook | Limited web search on the free plan; web search with page extraction on Bionic+ and Pro, under zero data retention |
| Files and long documents | Yes, the core of the product: PDF, DOCX, PPTX, TXT, MD, CSV, Google Docs, Slides and Sheets, URLs, ePub, images, audio and YouTube, up to 500,000 words or 200MB per source | Yes, documents attached to a chat message can be queried entirely offline, which the app calls RAG |
| Images, voice and video | Audio Overviews, Video Overviews and Infographics generated from your sources | Images can be sent to vision-capable models through the chat completions endpoint, and offline voice transcription runs on the machine |
| Coding help | Yes, a secure cloud computer writes and runs code for analysis grounded in your sources | Yes, the Bionic agent works on code as well as documents, slides and PDFs, with an Auto Review step that parses shell commands before running them |
| Model choice | None. Google names no model and documents no picker, describing the product only as running on Gemini's advanced reasoning and interaction capabilities | Yes, and it is the point: any llama.cpp (GGUF) or MLX model searched and downloaded from Hugging Face in the app, with US-hosted open models such as Kimi K3, GLM 5.3 and DeepSeek V4 Flash on the paid plans |
| API | Only in the enterprise edition. Gemini Notebook Enterprise carries a REST Notebooks API on Google Cloud, in preview, for creating, retrieving, listing, sharing and deleting notebooks and for adding and managing their sources; it requires Gemini Notebook Enterprise licences and is not part of the free consumer product | Yes, a local server on OpenAI-compatible endpoints for chat completions, completions and embeddings, with tool calling and structured outputs, Python and TypeScript SDKs, and MCP client support for using MCP servers with local models |
| MCP-ready | No | stated Yes |
| Deployment | Cloud (SaaS), Browser-based | Cloud (SaaS), On-premise |
| Support | Not stated | Community forum |
| Onboarding | Documentation and knowledge base | Documentation and knowledge base |
| Company size | Freelancers, Small and mid-sized, Enterprise | Freelancers, Small and mid-sized, Enterprise |
| Integrations | more entries Google Drive, Google Docs, Google Slides, Google Sheets, YouTube, Google Workspace | Hugging Face, llama.cpp, MLX, Model Context Protocol |
Add a tool
Adds a column to the table, from the tools in this category.
Row where the values differ The small markers point at the lower number, the longer list or the stated feature. They describe the data, they are not a verdict.
The short version
Key Differences
- Starting price Gemini Notebook Free; higher limits on paid Google AI plans LM Studio Free for local models; Bionic+ $20 / month
- Free trial Gemini Notebook Free tier LM Studio Free plan for local models, no time limit
- Deployment Gemini Notebook Cloud (SaaS), Browser-based LM Studio Cloud (SaaS), On-premise
- MCP-ready Gemini Notebook No LM Studio Yes
- Ecosystem Gemini Notebook Google; syncs with the Gemini app, with organisation access through Google Workspace, Workspace for Education and Google Cloud LM Studio Desktop app for Apple Silicon Macs, x64 and ARM64 Windows and x64 Linux, plus the lms command line, a headless llmster mode for servers and LM Link across up to five devices on the free plan
Every line is one datapoint from the table above, picked automatically. Nothing here is written text.
The trade-offs
Strengths and Limitations
Gemini Notebook
Strengths
- Answers are grounded in your own sources and carry citations
- Wide range of source types, including YouTube, audio, images and Google Drive files
- Audio and Video Overviews, Mind Maps, Infographics and reports from the same material
- Each notebook has a cloud computer that runs code for analysis
- Free tier allows 100 notebooks with 50 sources each
Limitations
- Free tier is capped at 50 chat queries and 3 Audio Overviews per day
- Built for working through sources rather than open-ended chat
- Higher source and chat limits require a paid Google AI plan
LM Studio
Strengths
- Downloading, running and chatting with open models happens in one desktop app, with no terminal needed
- Free for local use, including at work: no commercial licence is required
- A local OpenAI-compatible server makes existing code work against a local model unchanged
- Runs on Apple Silicon, Windows and Linux, with MLX used on Apple Silicon
- Acts as an MCP client, so MCP servers can be used with local models
Limitations
- Answer quality is bounded by the models the local hardware can run
- The hosted open models and fuller web search need a paid plan
- Team subscription plans are not available yet, only shared billing through an organisation
- Cloud usage beyond a plan's allowance is billed as credits, so the monthly cost varies with use
Plans
Pricing
Gemini Notebook
- Free $0 100 notebooks per user, 50 sources per notebook, 50 chat queries and 3 Audio Overviews per day.
- Google AI Plus Not stated 200 notebooks, 100 sources per notebook, 200 chat queries and 6 Audio Overviews per day.
- Google AI Pro Not stated 500 notebooks, 300 sources per notebook, 500 chat queries and 20 Audio Overviews per day.
- Google AI Ultra Not stated 500 notebooks, 500 to 600 sources per notebook, 2,500 to 5,000 chat queries and 100 to 200 Audio Overviews per day, depending on the storage tier.
LM Studio
- Free $0 Local models through llama.cpp and MLX, the Bionic agent, offline voice transcription, LM Link for up to five devices and limited web search.
- Bionic+ $20 / month Everything in Free plus US-hosted open source models, discounted bulk tokens and web search with page extraction.
- Pro $100 / month Everything in Bionic+ plus five times the usage limits and early access to new features.
What users say
Review Scores · opens after launch
Gemini Notebook
- Ease of use
- Not rated yet
- User interface
- Not rated yet
- Onboarding
- Not rated yet
- Support and service
- Not rated yet
- Value for money
- Not rated yet
- Features
- Not rated yet
No reviews yet. Be the first to review this tool. Every review is checked for fairness before it appears, and the vendor cannot have one removed.
LM Studio
- Ease of use
- Not rated yet
- User interface
- Not rated yet
- Onboarding
- Not rated yet
- Support and service
- Not rated yet
- Value for money
- Not rated yet
- Features
- Not rated yet
No reviews yet. Be the first to review this tool. Every review is checked for fairness before it appears, and the vendor cannot have one removed.
Where this comes from
Where this comes from
Gemini Notebook https://notebook.google · no check date recorded yet
LM Studio https://lmstudio.ai · checked against the official source on 2026-09-12
This table lists factual criteria taken from information the vendors publish themselves. For how we put it together, see the methodology.