开发者占 token 用量比例将趋小
Developers are going to be a small part of total token usage over time, as the internal stats on usage at OpenAI and Anthropic both show. And for long-running h
Ethan Mollick 评论 The Information 关于“更强模型未必带来更多用量”的报道：他指出，OpenAI 和 Anthropic 的内部用量数据都显示，开发者未来只会占 token 总用量的一小部分；而在验证难度较高的长期高价值任务上，更高“智能”模型带来的收益相当大。
查看原帖OpenAI, Anthropic and other leading AI labs face a growing challenge: Better models aren't necessarily attracting more usage. A 10-point intelligence advantage now earns just 20% more developer traffic, down from nearly 69% in late 2025. Full story: https://t.co/V3pI2VYOLb
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Developers are going to be a small part of total token usage over time, as the internal stats on usage at OpenAI and Anthropic both show. And for long-running high value tasks in areas where verification is harder, the benefits for higher "intelligence" models are quite large.