Artificial Analysis 昨日发布 Intelligence Index v4.1 更新，主要变化有三项：升级的评测 Terminal-Bench 2.1、τ³-Bench Banking 和 GDPval-AA v2；提供每项任务的成本、时间与模型 token 消耗数据，并展示这些指标与智能水平的权衡；新增缓存输入 token 报告，显示特定模型使用的缓存 token 量及其对成本的影响。
Following up on our Intelligence Index v4.1 release yesterday, in the video below, Daniel from our team shares a short overview of what's changed:
1. Three upgraded evaluations: Terminal-Bench 2.1, τ³-Bench Banking and GDPval-AA v2
2. Cost, time, and tokens per task: Understand the cost, time, and tokens of tasks across our Index and for individual evals, and how these trade off against Intelligence
3. Cached input token reporting: We now report the amount of cached tokens a particular model uses and how this influences cost
来源：Artificial Analysis · x.com