ARC Prize：Grok 4.7 在 ARC-AGI-2 推理 token 用量高于 4.6
Grok 4.7 used more reasoning tokens on average than Grok 4.6 on ARC-AGI-2 semi-private tasks at medium, high, and xhigh reasoning, contributing to its higher co
ARC Prize 测试显示，Grok 4.7 在 ARC-AGI-2 semi-private 任务上平均消耗的推理 token 多于 Grok 4.6，导致单任务成本上升。按每次 test-pair 尝试计，medium 多用 136%、high 多用 125%、xhigh 多用 173%，low 则少用 27%。Grok 4.7 在 ARC-AGI-2 最佳成绩为 61.4%、$2.01/task，低于 Grok 4.6 的 67.1%、$0.76/task。
正文
当前显示原文，中文全文译文尚未就绪。
Grok 4.7 used more reasoning tokens on average than Grok 4.6 on ARC-AGI-2 semi-private tasks at medium, high, and xhigh reasoning, contributing to its higher cost per task. Per test-pair attempt, medium used 136% more reasoning tokens, high 125% more, and xhigh 173% more. Low reasoning used 27% fewer.
The chart below compares both models at xhigh on the 20 ARC-AGI-2 public tasks where Grok 4.7 used the most reasoning tokens per attempt, ordered by the token increase over Grok 4.6. Each circle shows the average across all recorded attempts for all test pairs in that task.