# The current pace of token-efficient reasoning improvements across minor Claude Opus/GPT model versio…

- 来源：Nathan Lambert (@natolambert)
- 发布时间：2026-04-16 22:36
- AIHOT 链接：https://aihot.virxact.com/items/cmo1lgnig0101slrrn4pw7zx1
- 原文链接：https://x.com/natolambert/status/2044787065502769164

## AI 摘要

Claude Opus/GPT 模型小版本间 token 效率推理改进的当前速度相当惊人。所有迹象都表明这将继续。

4.6 到 4.7 在过去本可被视为一次相当大的模型升级。https://t.co/2RrV0RlNVI

## 正文

The current pace of token-efficient reasoning improvements across minor Claude Opus/GPT model versions is pretty wild. All signs point to this continuing.

4.6 to 4.7 could've been presented as a fairly large model bump in the past with this plot.