Sentiment analysis models GPT, BERT, and Gemini Insights were compared.The original dataset consisted of 5,000 Yelp reviews, transformed for analysis.Results showed variations in sentiment classification across models.Models like TwitterRoBERTa and MultilingualBERT offered balanced results, while GPT-4o skewed towards positivity.