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Convira vs LM Studio
LM Studio information last checked: 26 October 2026
LM Studio began as the easiest way to find, download and chat with open models, and its Bionic agent, launched in July 2026, now puts those models to work on code, research and documents. Convira is built around the files already on your computer: it edits Word, Excel, PowerPoint and PDF files in place under permissions you set, backs up each original first, and runs on your machine, on a Private Box on your own network, or on hosted frontier models when a task needs more.
What LM Studio is
LM Studio is a desktop application for running large language models locally. It gives you a searchable catalog of open models, handles downloading and quantization choices, provides a polished chat interface, and can expose a local API endpoint for other software to use.
Bionic, LM Studio's agent app launched in July 2026, adds coding, research and document work. It works on documents in a sandbox by default, with checkpoints you can roll back to, can be given direct access to your files, searches the web and connects to MCP servers. Its models run on your machine, on another device of yours through LM Link, or in LM Studio's US-hosted cloud, which serves larger open models.
What Convira does differently
Convira starts from the file. It opens the .docx, .xlsx, .pptx and .pdf files where they already are, changes what you asked for, leaves the rest untouched, and saves them back in place, so the result is a document you can send.
Around that sit controls enforced by the operating system. Code and subprocess execution run under operating-system-level isolation - a Bubblewrap namespace jail on Linux, a deny-by-default Seatbelt profile on macOS, and an AppContainer with a Job Object constraining the process tree on Windows. Every other action passes through permission gates and network controls. Outbound actions that post, send or change records pause for your approval. An automatic local backup is taken before Convira's file and document tools modify or remove a file, and restoring recovers a copy rather than overwriting anything. Work stays visible while it runs, and you can stop or redirect it mid-task.
And the choice of model is wider. Local runs open models on your machine and keeps working with no connection; a Private Box runs far larger open models on hardware you control on your own network; Cloud reaches hosted frontier models from Anthropic, OpenAI, Google, xAI and Meta, not only open ones. You switch between the runtimes your plan includes inside the same session.
Side by side
| Convira | LM Studio | |
|---|---|---|
| What it is | A desktop agent that does the work on your files | A desktop app for local models, plus Bionic, an agent for open models |
| Choosing a local model | A curated catalog plus Ollama-compatible models, with a picker that checks what fits | A broad catalog with fine-grained quantization and parameter control |
| Edits documents on your disk | Word, Excel, PowerPoint and PDF, in place | With Bionic, in a sandbox by default or directly once you grant access |
| Browser automation | Yes, a browser you can watch, on Pro and higher plans | Computer control and web search in Bionic |
| Where the model runs | Your machine, a Private Box on your LAN, or hosted frontier models | Your machine, another device of yours, or LM Studio's US cloud (open models) |
| Runs offline | Yes, on the Local runtime | Yes |
| OS-level sandboxing of agent actions | Bubblewrap namespaces, Seatbelt, AppContainer | A sandbox for Bionic's document work |
| Automatic backup before a file changes | Yes | Checkpoints in Bionic |
| Connected apps | 1,000+ connectors on Pro and higher plans | MCP servers you add |
| Price | From $9/month | Free; Bionic+ $20/month, Pro $100/month |
When Convira is the right choice
- The output you need is a finished Word, Excel, PowerPoint or PDF file, edited in place with the untouched parts preserved.
- You want hosted frontier models from Anthropic, OpenAI, Google, xAI and Meta alongside open ones, in the same app.
- You want approvals, visible steps and restorable backups around anything that touches your files.
- You want over a thousand connected apps ready to use, without setting up servers yourself.
- You are working with material you cannot upload anywhere, and you want that enforced rather than promised.
Using both
They work well side by side. Plenty of people keep LM Studio for exploring and benchmarking models and use Convira when a task has to end in a changed file. Convira's Local runtime is Ollama-compatible, so open models you already know suit your hardware are a natural starting point there too.
Common questions
How does Convira choose local models?
Convira ships a curated local catalog and supports compatible Ollama models. The model picker checks your computer's hardware and offers only the models that fit, so you get a working setup without comparing model sizes by hand.
What does it cost to run local models with Convira?
The Local plan, at $9 a month, covers on-device AI and on-device tools. Models that run on your own hardware, on the Local runtime or a Private Box, never consume credits. Tools that reach the network, browser automation included, are on Pro and above.
What happens to my files while Convira works on them?
An automatic local backup is taken before Convira's file and document tools modify or remove a file. Restoring recovers a copy to a location you choose, so both the file you are working on and the safety copy stay intact. Backups stay on your device, with a quota and retention period you set.
Convira facts on this page come from How it works, Security and Pricing, and are the same ones published there. If anything about LM Studio is out of date or unfair, tell us at support@convira.ai and we will correct it.