What do the comments really say?

Paste a YouTube link. Open-source language models read the comments on this server's CPU and report the sentiment, the languages, the themes and the voices that matter.

• Positive · neutral · negative
• 100+ languages
• Themes & repeats
• Mood over time
• Toxicity & emotions
• Runs on the CPU, no cloud AI