Tool guide
LM Studio Usage Analytics for Engineering Teams
Updated 2026-07-19 · LM Studio usage across developer laptops
UseJunction surfaces which developers run LM Studio and related local inference, so platform teams can see local-model adoption next to cloud AI coding tools.
What UseJunction shows for LM Studio
Adoption: which developers and devices actively use LM Studio.
Models, tokens, estimated cost, latency, and failures attributed to people and teams.
Plan and seat context where subscription cycles apply—so utilization is visible before renewal.
Useful when evaluating local/self-hosted model rollout.
How teams roll it out
Install UseJunction, enroll devices with the local agent, and keep existing developer workflows.
Privacy first—richer work detail is optional and can be turned off per person or team.
FAQ
- Can I see LM Studio cost per developer?
- Yes. UseJunction attributes estimated spend and usage so eng and finance leads can see where LM Studio activity concentrates.
- Is this self-hosted?
- Yes. UseJunction is available under the UseJunction Community License and designed to run on infrastructure you control.
Get started
Deploy open-source or upgrade to Managed.