Llama 4 Scout is the efficiency-focused sibling in the Llama 4 family, featuring a 17B parameter Mixture-of-Experts architecture with 16 experts. Optimized for single-GPU deployment, it delivers remarkable multimodal performance and instruction following capabilities that rival much larger models. While slightly less nuanced than the Maverick variant, Scout offers an exceptional balance of speed, cost-effectiveness, and reasoning power, making it an ideal choice for high-throughput applications requiring reliable text and image understanding.