Most YouTube summarizer tools support multiple languages, typically covering 40+ major languages including Spanish, French, German, and Mandarin. The AI can process videos in their original language and generate summaries in your preferred language. However, the accuracy may vary depending on the quality of the original subtitles and the language pair being translated.