You don’t always need a Ferrari to get groceries. Sometimes you need a truck, sometimes a Prius is just fine. Models are a lot like this but they are invisible. You can’t see a model, its sharp edges and its strange weaknesses because you only see a name: Opus 47. GPT-4O Mini, Sonnet 4.5, etc.
Toto understands the context of what you’re doing, its complexity, and routes that work for the agent with complementary capabilities – customized to what you want – speed, price, balance, capacity, etc.
I saw this problem again and again with real customers as some of the best engineers in the world (at ElevenLabs) were essentially guessing about which models to recommend to customers because the model-space moves at breakneck speed.
Frontier Labs updates models so rapidly that it is almost impossible for one person to know about all the variety of different models available today. Toto makes that ability and decision clear and visible to you.
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