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Astra vs Opus 5.5 usage on the 20x plan, normalized for token efficiency

After normalizing for token efficiency, the author calculates Astra usage at only 52% of Opus 5.5 and says OpenAI needs to double usage and add a 5-hour limit to match Anthropic.

Deepanshu Sharma
@deepanshusharmxArchived 19 days agoOriginally posted 2026.10.11
Astra vs Opus 5.5 usage on the 20x plan, normalized for token efficiency
Deepanshu Sharma @deepanshusharmxOriginally posted 2026.10.11
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i calcualted current OpenAI usage vs Anthropic's on the 20x plan situation is extremely bad Astra sits only at 52% vs Opus 5.5 (numbers normalized for astra's token use efficiency vs opus i.e 4.33x) but as Tibo announced a poll today, if they 2x the usage, they'll even surpass Anthropic's current generous usage on Pro plans Astra will hit 104.75% vs Opus 5.5 (this is what we actually want) in my opinion, regardless of the poll result OpenAI has to incease Usage by 2x and introduce 5 hour limit if they really want to match Anthropic's usage quota on pro plans. and if they 2x the usage without a 5h limit, man, whole sentiment will flip in favor of OpenAI. (looks like OpenAI solved their compute at least, now we jsst need a very strong model from them.)

This post quotes another post: x.com/thsottiaux/status/2109152716954222849

x.com/deepanshusharmx/status/2109179265250210235Archived 2026.10.13 10:09