Hybrid models efficiently route complex tasks to larger cloud models, but how do you go about creating one? 🤔 Cactus solved this by post-training Gemma 4 to return a confidence score for every prompt. Process the prompt locally when confidence is high, route to a larger model when confidence is low. Routing only happens 15%-55% of time based on domain benchmarks.