compare
UseJunction vs Helicone
Updated 2026-07-19 · UseJunction vs Helicone
Helicone is strong for request-level LLM observability through a gateway or proxy. UseJunction is built for platform teams that need visibility into AI coding tools on laptops—adoption, plan utilization, device health, and cost attribution—often without forcing all traffic through a central gateway first.
Feature comparison
| Feature | UseJunction | Helicone |
|---|---|---|
| Primary surface | Developer devices + AI coding tools | LLM gateway / proxy |
| Cursor / IDE agents | First-class | Indirect if proxied |
| Seat / plan utilization | Yes | Not the core job |
| Device enrollment health | Yes | No |
Complementary stacks
Some orgs run a gateway for server-side LLM apps and UseJunction for coding-tool fleets. Visibility before control still applies.
FAQ
- Do I need a gateway to use UseJunction?
- No. Start with the local agent and usage signals. Gateway-style control is optional roadmap after you have context.
Get started
Deploy open-source or start a Team trial.