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Horace He Flags Cached Tokens in Usage Reports

Engineers discuss how dashboards prompt users to count cached tokens.

Lucas Beyer (bl16)LB
Horace HeHH
Hieu PhamHP
4 Sources, 47d ago, first seen 47d ago

TLDR

Horace He observed that people discussing token usage counts usually include cached input tokens along with new ones. He called the practice incredibly dumb. Hieu Pham replied that users are not entirely to blame because they read the number most visible on their dashboard. The posts describe how reported figures for LLM token consumption are shaped by what the interface shows first. No other sources or confirmations appear among the visible replies.

Combined views

55.4K

4 Sources, first seen 47d ago

692 likes41 comments49 saves10 reposts

Sources

    Combined views

    55.4K

    4 Sources, first seen 47d ago

    692 likes41 comments49 saves10 reposts

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    Horace HeLucas Beyer (bl16)Hieu Pham

    Sentiment

    Positive——Negative

    Summary

    Not enough discussion yet.

    No sentiment analysis available yet.

    Featured Source
    HHHorace He@cHHillee4:07 AM · Aug 24, 2026
    107TECH

    I've realized when people are talking about how many tokens they use, they're usually including cached input tokens... which is incredibly dumb...

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