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API traces, or CLI jobs.
If your product is an HTTP app in front of a model API, Helicone is the right shape. If the user is a person with Claude Code on a home box, that is this product.
Helicone is an observability layer for LLM HTTP traffic: prompts, costs, and traces for API apps.
Where they win. Teams shipping an app that already talks to model APIs and need request-level traces.
The difference. 1AIControl logs jobs your paired devices sent to an official CLI. It is a seat-and-config control plane, not an HTTP proxy logger.
| 1AIControl | Helicone | |
|---|---|---|
| HTTP request proxy or hook | No | Yes |
| Official CLI job log | Yes | No |
| Skills and MCP registry | Yes | No |
| Monthly combo advice | Yes | No |
Checked September 2026. No competitor prices.
Can I use both?
Yes, on different problems. Helicone for an API product. 1AIControl for the official CLIs on machines you own.