Hi I’m Alex – 10y in AI, on FDE 11

You don’t always need a Ferrari to get groceries. Sometimes you need a truck, sometimes a Prius is fine. There are many such models but they are invisible. You can’t see the model, its sharp edges and its odd weaknesses because all you see is a name: Opus 47. GPT-4o mini, Sonnet 4.5, etc.

Toto understands the context of what you’re doing, its complexity, and the ways in which agents can work together to match what you want – speed, cost, balance, capacity, etc.

I saw this issue happen over and over again with real customers because some of the best engineers in the world (at ElevenLabs) were essentially guessing which model to recommend to customers because the model space moved so fast.

Frontier Labs updates models so quickly that it is nearly impossible for a single person to know all the different opacities in all the different models available today. Complete makes this ability and judgment clear and visible to you.