Not Diamond 发布 Code 路由层,可降低 20% 以上推理成本
So much brilliant work is coming on the routing layer of inference.
So much brilliant work is coming on the routing layer of inference.
Not Diamond just announced Not Diamond Code, a routing layer that lets a coding agent switch between models at every step.
claims this cuts costs by 20% or more without reducing overall task quality.
The point is long-horizon coding makes model routing much harder than picking the cheapest model for each prompt.
A cheap model may handle the current turn, but switching to it can discard a warm KV cache or leave later steps with weaker context. Not Diamond Code instead predicts the future cost and reward of each model and reasoning-effort choice across the remaining agent trajectory.
e.g. the below graph is taken from their official blog, show that how different models are better at different parts of a coding task, and a router that can choose among them can outperform an Anthropic-only strategy while spending less. In this benchmark, the mixed router improved performance by 3.6% and increased savings from 39% to 66%.
更进一步:量化金融体系
看懂新闻只是起点——沿量化金融路径,把它变成能交付的工程能力