Gemini 2.5 Flash Preview 09-25 vs Gemini Embedding 001

The Gemini 2.5 Flash Preview 09-25 model boasts a massive context window of 1,048,576 tokens and supports text input, vision, audio, video, and function calling, making it perfect for complex multimodal tasks. On the other hand, the Gemini Embedding 001 model offers a more cost-effective solution with a smaller context size of 2,048 tokens and focuses on text input, making it ideal for natural language processing tasks. Depending on your project needs, choose between advanced reasoning capabilities or budget-friendly pricing for an AI model that best suits your development requirements.