Elvis Saravia 认为开源模型的 token 份额将继续上升。他指出当前广泛采用的多智能体模式是主管模型调度多个执行子智能体,子智能体消耗了大部分 token,而前沿开源模型在此场景下性价比和效率更优。他认为没必要所有任务都用 Fable 5,更便宜的模型就够用且更快更省。
It's one data point, but I think token share for open models will continue to rise.
You can get more insights by looking more closely at the multi-agent systems/patterns being adopted across domains. A supervisor leads a bunch of execution subagents (frontier open models work beautifully here). This is one of the most effective and widely used patterns today, where subagents dominate token use (which you can get from frontier open models at a much better price and efficiency). This trend will continue. There really is no point in using a Fable 5 for everything, where cheaper models will do just fine and at a faster and cheaper rate.
来源:@omarsar0 · x.com