Gemini Embedding 001 vs Gemini 2.5 Flash Preview 05-20

Google's Gemini Embedding 001 boasts a context window of 2,048 tokens and a cost-effective pricing model of $0.15/M input and $0/M output tokens. In contrast, Gemini 2.5 Flash Preview 05-20 offers a massive context window of 1,048,576 tokens, advanced reasoning capabilities, and supports multimodal inputs. Choose Gemini Embedding 001 for natural language processing tasks, while Gemini 2.5 Flash Preview 05-20 is ideal for projects requiring complex tasks with vision, audio, video, and function calling inputs.