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jwrtoday at 3:29 PM1 replyview on HN

> Opus 4.7 uses an updated tokenizer that improves how the model processes text. The tradeoff is that the same input can map to more tokens—roughly 1.0–1.35× depending on the content type. Second, Opus 4.7 thinks more at higher effort levels, particularly on later turns in agentic settings. This improves its reliability on hard problems, but it does mean it produces more output tokens.

I guess that means bad news for our subscription usage.


Replies

brynnbeetoday at 3:58 PM

In GitHub Copilot it costs 7.5x whereas Opus 4.6 is 3x