TokenPath vs Vidmoat

One API to ground every generated token in its source, for output from any model. TokenPath measures attention directly, not the LLM's self-report, to return...

Vidmoat is an AI video editor with an agent that reads your footage, cuts the dead air, writes captions, removes backgrounds, and ships shorts to every platform, from one...

About TokenPath

One API to ground every generated token in its source, for output from any model. TokenPath measures attention directly, not the LLM's self-report, to return machine-readable, token-level citations your product can act on. You get back a list of attributions: each attribution is an answer span, the corresponding document span, and how confident the match is, enough to highlight it, cite it, or log it in a few lines. For the advanced raw token-by-token map, use /v1/attributions/heatmap .

About Vidmoat

Vidmoat is an AI video editor with an agent that reads your footage, cuts the dead air, writes captions, removes backgrounds, and ships shorts to every platform, from one prompt. Tell the agent "make this a punchy TikTok" and it reads your footage, writes the captions, cuts the dead air, and grades the color, step by step, out loud, until it's done. Connect Claude Code, Cursor, or your own agents over Model Context Protocol, they import footage, edit the timeline, look at the frames they made, and render finished MP4s.