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ARR vs ARR: 别被 Annualized Run Rate 骗了

Gary Marcus 用一个简单的词义拆解提醒财报读者:ARR 这个缩写能指两件截然不同的事Annual Recurring Revenue(订阅型,明年大概率还在)和 Annualized Run Rate(拿最好的一个月 12 推算,可能永远不会真的达到)他点出 Anthropic 所谓Q2 盈利用的是后者,相当于五月最好的一周 52;更危险的是大客户在 tokenmaxxing 崩塌后转向开源模型压成本文末用 Netscape 1995 年上市时每季翻倍却从未盈利微软免费 IE 一出来整个公司就完做收束两分钟读完就能记住的反 PR 模板

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ARR vs ARR: 别被 Annualized Run Rate 骗了

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Gary Marcus 用一个简单的词义拆解提醒财报读者:ARR 这个缩写能指两件截然不同的事——Annual Recurring Revenue(订阅型,明年大概率还在)和 Annualized Run Rate(拿最好的一个月 × 12 推算,可能永远不会真的达到)。他点出 Anthropic 所谓「Q2 盈利」用的是后者,相当于「五月最好的一周 × 52」;更危险的是大客户在 tokenmaxxing 崩塌后转向开源模型压成本。文末用 Netscape 1995 年上市时每季翻倍却从未盈利、微软免费 IE 一出来整个公司就完做收束。两分钟读完就能记住的反 PR 模板。

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Gary Marcus 用一个简单的词义拆解提醒财报读者:ARR 这个缩写能指两件截然不同的事——Annual Recurring Revenue(订阅型,明年大概率还在)和 Annualized Run Rate(拿最好的一个月 × 12 推算,可能永远不会真的达到)。

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原文存档(摘要)

ARR vs ARR. Watch out for this one sly trick.

作者: Gary Marcus
发布时间: 2026-08-22T19:47:31.410Z
原文链接: https://garymarcus.substack.com/p/arr-vs-arr-watch-out-for-this-one

ARR vs ARR. Watch out for this one sly trick.

What’s in an acronym? How to read between the lines.

[

](https://substack.com/@garymarcus)

Gary Marcus

Aug 23, 2026

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[

](https://substackcdn.com/image/fetch/$s_!j2-v!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa138e2aa-b515-4f94-b4e1-53ed637207db_1310x890.png)

Pretty good autogenerated cartoon — except that the sign the ref is holding completely misses the important fact that both terms have the same acronym.

Anthropic’s boosters are rushing to celebrate their ARR.

As they do, be mindful that the acronym ARR can actually mean two rather different things, Annual Recurring Revenue or Annualized Run Rate. (And 65 other things, less immediately relevant.) You might think they are the same, but they are not.

What the boosters want you to think of is Annual Recurring Revenue. Annual Recurring Revenue is great; that’s things like subscriptions, which means next year likely to be same as (or better than) this year. Annual Recurring Revenue _recurs._

Annualized Run Rate, alas, means no such thing. It can mean as little as you did something like took your best month, multiplied by 12 and projected that your best month this year would be your average month next year. That _could_ happen. Or maybe your best month is NOT your typical month, and it will be better than your average month next year. You might in fact never have a full year that is twelve times your best month.

When people tell you Anthropic had this or that ARR, you really need to know which meaning they are talking about. They rarely tell you. But they really mean the latter.

Indeed, THE big issue for Anthropic is that the kind of revenue they were making in the second quarter of this year may well not _recur_, at the same scale, next year, now that, in the aftermath of the collapse of tokenmaxxing, companies like ATT are increasingly turning to open source models from other vendors, in order to save costs.

[

](https://substackcdn.com/image/fetch/$s_!W0UI!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffdeec0af-cf4c-40e0-b136-64e71ae83a2e_2327x1088.png)

§

Speaking of meteoric rises that might not last, back in 1995 Netscape had revenue. Lots of it. Doubling every quarter. They went public. They were worth billions without having ever turned a profit. (Sound familiar?)

[

](https://substackcdn.com/image/fetch/$s_!ixDQ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F74890c14-caf6-4b2c-8dc2-52b578a9c965_1557x1268.png)

The astonishing rise of Netscape, before its fall.

And then things changed. Later that year, Microsoft offered a competitor, for free, and Netscape was never the same, all but out of the game a decade later.

§

When someone boasts about ARR, be sure you know which term they are referring to. Caveat emptor.

[

](https://substack.com/profile/1286080-srini-pagidyala)[

](https://substack.com/profile/25669209-jerry-m-withers)[

](https://substack.com/profile/21156518-jon-graham)[

](https://substack.com/profile/168344731-subu-subrahmanyan)[

](https://substack.com/profile/13859723-bruce-raben)

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