Novus AI Stats

If you use AI tools daily across several vendors, your working history is scattered across as many silos, none of which will show you the whole picture. Novus AI Stats pulls it together locally: import from ChatGPT, Claude, Gemini, Claude Code, Codex CLI/Desktop, Gemini CLI, and Cursor and see sessions, tokens, and milestones in one dashboard.

Two design decisions shape the product and this cluster. The first is local-first: imports are parsed on your device, so your transcripts are not uploaded to be counted. The second is honest metric quality labelling: different exports carry different fidelity, and a number derived from a partial export is marked as such rather than presented with false precision. Share cards are built to show a milestone without exposing the conversation behind it.

That second decision is the one worth dwelling on, because it is unusual. Every vendor exports its history in a different shape, and some of those shapes simply do not contain the fields a clean metric would need: token counts may be absent, timestamps may be coarse, a session boundary may be inferred rather than recorded. The comfortable option is to estimate silently and show a confident number. This dashboard labels the estimate instead, which makes some figures look less impressive and makes all of them worth trusting.