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AI Price Umbrellas Getting Larger. ARD #114

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Michael Parekh AI: Reset to Zero
8 hours ago
12 MIN READ

Today’s theme: AI price umbrellas getting larger. Led by the frontier labs — Anthropic especially, and OpenAI to a degree — the AI companies are widening the prices they charge their best customers for their latest and greatest models, and moving to a la carte, variable pricing. All of it gated by massively expensive compute. As a wise man named Jeff Bezos once said: “your margin is my opportunity.” Three events for the AI Tech Wave — each with my Take first, then my Overall Take.

(1) Anthropic Has the Highest Prices and Margins Among Frontier AI Companies

MP TAKE: Since being re-released by the US government from ‘Blip 2.0’ with Fable 5, Anthropic has been aggressively ramping the prices and limits on its top model — extending the window from July 7 to July 12, after which even $200-a-month tier customers lose bundled Fable 5 access and move to a la carte pricing. Case in point: yours truly. I’m a $200 Cowork customer — Cowork being their broader product for users beyond coders — and to use Fable 5 after July 12 I’ve got to move to a la carte, with real uncertainty about what I’ll end up paying, depending on how much compute my models burn. That’s fine when you have a clear product advantage — but with AI models this new, it’s genuinely hard for regular users outside of coding to tell the minute differences between the very top models and the slightly ‘good enough’ ones. That’s the challenge these companies face as they widen the umbrella.

For Anthropic specifically, it’s up next for its mega-AI IPO after SpaceX — and it has the best margins. SemiAnalysis reports Anthropic on a ~$60 billion revenue run-rate through next month, likely to earn a ~$1 billion profit — which is unusual: SpaceX isn’t at a profit, OpenAI isn’t at a profit, because they’re pedal-to-the-metal on AI infrastructure spend (and frankly, so is Anthropic — tens of billions in AI-data-center deals). But that margin is an opportunity for the whole industry, as Bezos said. It’s a price umbrella that’s wide open — for now.

Sources, in narrative order: SemiAnalysis — Anthropic 3Q26 Profit Over $1B: The Anthropic IPO Financials Sneak Peek. Wikipedia — “Price umbrella”. For longtime readers, in narrative order: ‘Anthropic recasts Mythos as Fable 5, with safety and pricing gates’ in AI-RTZ #1114; ‘How Anthropic zags while OpenAI zigs in the “Coke vs Pepsi” match’ in AI-RTZ #887; and ‘Anthropic makes three filed-for IPO take-offs’ in AI-RTZ #1105.

(2) Anthropic Needs to Protect Its Pricing Flanks

MP TAKE: Anthropic is aware of the vulnerability. Just this week it widened the surfaces where people can reach its models — not just Fable 5, but especially Cowork — beyond the Cloud app on mobile and desktop to the web too. And it says 90% of Cowork usage is non-coding. So as it expands past coders, the challenge rises: show those users the Fable 5-class models are worth it — when the pricing is variable, and most people will be afraid to even try it.

As a former head of internet-research analyst in the nineties — I specifically followed America Online versus CompuServe, where CompuServe had the a la carte, high-margin pricing and AOL won with flat pricing — I’ll say it plainly: technology generally gives the win to the ‘good enough’ product. That’s Anthropic’s challenge. To be clear, their a la carte push is obviously real prep for the IPO, and they’ll presumably mitigate this pricing-umbrella pressure after they go public later this year. Who knows. But it’s a key dynamic to watch. And unlike Microsoft Office 365, Anthropic hasn’t had the years and decades of customers building daily habits — Claude Code and Cowork are less than a year old, even while helping Anthropic cross $60 billion-plus in revenue by next month, from less than a tenth of that a year ago.

Sources, in narrative order: ZDNet — Anthropic’s Claude Cowork heads to the cloud as data shows 90% of sessions aren’t for coding. 9to5Mac — Anthropic is expanding Claude Cowork to mobile and web. For longtime readers: ‘It’s Business and Personal in OpenAI/Anthropic pricing battles’ in AI-RTZ #1048.

(3) Cloud Companies Like Microsoft Are Already Moving to Lower-Cost AI Models — Including Open Source

MP TAKE: The core cloud companies distributing these models — Amazon AWS, Microsoft Azure, Google Cloud — are equity partners in Anthropic and OpenAI. But lately, Microsoft especially (Satya Nadella — I wrote about this in ‘Pick a Side’) has already been moving to lower-cost AI models, open source included. Bloomberg reports Microsoft replacing OpenAI and Anthropic with its own AI in some apps; The Information says it’s even contemplating DeepSeek from China for some Copilot surfaces.

Recognize the nuance: ahead of their IPOs, OpenAI and Anthropic have a short-term advantage distributing direct to enterprises via APIs — their revenue acceleration has actually been higher there than through the cloud partners, from what we can tell. But a real competition is now emerging between companies that were far closer as partners. The distributors — the clouds — are leaning to their business customers, who want to try the latest (Fable 5, GPT-5.6), understand where they fit, and then diversify to lower-cost, open-source ‘good enough’ models. Right now it’s a rising tide lifting all boats — the market is so early that everyone benefits, so the umbrella works.

Sources, in narrative order: Bloomberg — Microsoft replaces OpenAI, Anthropic with its own AI in some apps. The Information — Microsoft mulls using DeepSeek for Copilot work. For longtime readers, in narrative order: ‘Microsoft picks a side vs Frontier AI models’ in AI-RTZ #1127; and ‘How Nvidia & Apple can be the global US Open Source AI Champions vs China’ in AI-RTZ #1089.

MP OVERALL TAKE

At this beginning stage, all of this is okay — the pricing umbrella works while the tide is rising. But as observers — as analysts and investors — we ought to remember that these umbrellas don’t last long in technology. I’d give it a year, maybe less, before investors get more concerned about this dynamic than not. We don’t know the timing — market sentiment is very tough to call on these things.

Right now the momentum is there in revenues, and the Anthropics of the world will dazzle investors as and when their financials are revealed from their confidential IPO filings — impressive quarter-over-quarter and year-over-year metrics, with OpenAI likely to follow. But we’ll also be watching how companies actually deploy these models at scale — which will be revealed to investors over the next year or so. And that’s the crux of the price-umbrella question: whether these margins turn out to be someone else’s opportunity, as Jeff Bezos says.

Gadget AI — Google Readies Its Pixel 11 Launch for August

MP Take: Google is readying its Pixel 11 — the crème de la crème of Android smartphones that gets watched every year, and the stage Google uses to feature its latest Gemini AI. This year it’s targeting an August launch window — a month ahead of Apple, which releases its iPhone 18 series and the much-awaited Siri AI in September, under new CEO John Ternus (taking over from Tim Cook). That’ll draw keen media focus. Expect Google to keep expanding its folding phones too — Apple is supposed to have its first folding phone out — and of course Samsung, with two releases a year, is up next in the US Android landscape.

Sources, in narrative order: The Verge — Google announces Pixel 11 launch event in August. For longtime readers, in narrative order: ‘Google Pixel’s AI Challenge to the Apple iPhone empire’ in AI-RTZ #821; and ‘Apple Intelligence & Siri AI hum with “Google and Nvidia” Inside’ in AI-RTZ #1113.

Questions

Q1 — What’s MP’s favorite feature on Google Pixel phones?

I’ve got them all — standalone and fold — and I’ve been a Pixel fan from the beginning. I like the build, and I love that the Pixel phones are always first in line for the latest Android updates. Everything from Samsung and others tends to get the upgrades a little later. If you want the latest bells and whistles — especially the AI features — Pixel is the way to go. It’s the stock Android experience, without the skins other companies layer on.

Q2 — What’s the one thing Pixels could do better?

Not many things — Google has it down to a science. But in the last couple of years they’ve been a little behind Samsung on form factors: slightly thinner phones, sometimes better batteries and cameras. Those little details are what people watch for. It’s not a huge complaint — I still love my Pixels.

Wrapping up

Today’s AI-RTZ #1141 — the ‘RAMageddon’ impact on China’s smartphone market — the memory-supply constraints I’ve been flagging are now showing up in China’s sales numbers: Huawei, Xiaomi and others seeing unit drops of 10, 15, 20% or more — Xiaomi alone down 24%. RAMageddon is affecting everyone, Apple included. Recommended as today’s reading.

Tomorrow — ARD 115 on AI-RTZ 1142.

Thanks for joining us today, AI Curious Folk. Stay tuned.

-MP

Full Source Reading —

For the broader context, see the canonical sources for ARD 114 — in today’s narrative order:

Event 1 — Anthropic’s Prices & Margins

Event 2 — Anthropic Protecting Its Pricing Flanks

Event 3 — Clouds Moving to Lower-Cost / Open-Source AI

Gadget AI — Google Pixel 11

Clips from today

Clip 1 — Google Pixel 11: AI & Folding Phones in August

Watch on YouTube Shorts

Google launches the Pixel 11 in August — a month ahead of Apple’s iPhone 18 and Siri AI in September, under new CEO John Ternus.

MP Take: Pixel is a tiny slice of global Android, but it’s the benchmark Samsung, Xiaomi and Huawei follow — and where Google shows off its latest Gemini AI first. I’ve been a Pixel fan from the beginning: stock Android, updates first, AI features first.

Clip 2 — Anthropic’s Pricing Challenge

Watch on YouTube Shorts

Anthropic has the highest prices and margins in frontier AI — SemiAnalysis pegs it on a ~$60B run-rate with a rare ~$1B profit — a ‘price umbrella’ it’s pressing ahead of its mega-AI IPO.

MP Take: It leads on a la carte, API-driven pricing versus OpenAI’s subscription margins — a way to accelerate revenue and margin. But that margin is the whole industry’s opportunity, as Bezos said. The umbrella is wide open — for now.

Clip 3 — AI Pricing Shift: Anthropic’s Fable 5 Access Ends

Watch on YouTube Shorts

After July 12, Anthropic pulls Fable 5 from its $20-$200/month subscription tiers — pushing those users, me included, to variable a la carte pricing.

MP Take: History says this doesn’t always work. Mainstream markets revert to ‘good enough’ — I watched AOL beat CompuServe’s a la carte pricing in the 90s. With variable pricing, most people will be afraid to try the top model.

Clip 4 — Anthropic’s Pricing Challenge: A Closer Look

Watch on YouTube Shorts

The cloud giants — AWS, Azure, Google Cloud — are quietly moving to cheaper and open-source models (Microsoft even eyeing DeepSeek), even as Anthropic’s equity partners.

MP Take: They know their bread is buttered with enterprise customers first, frontier labs second. They’re each ‘picking a side’ on cheaper models. Price umbrellas are great to have, but they don’t last as long as you’d like in tech.

About AI Ramblings Daily (ARD), and AI-RTZ

Both are daily. Both are free. Both are about AI. But they’re different mediums carrying different messages.

AI-RTZ is the morning text — a deeper written take on one idea, published by at least 5 AM EST. Today: post #1141.

AI Ramblings Daily is the afternoon video + podcast — my ad hoc takes and perspective on the day’s AI issues & news flow, around 20 minutes, with short 1-2 minute clips for quick topic views. Today: episode #114.

Subscribe to either or both on michaelparekh.substack.com. They run as separate Sections you can opt into or out of.

Links used in today’s show (already embedded inline above; listed here for reference)

Take 1 — Anthropic’s Prices & Margins:

Take 2 — Anthropic Protecting Its Pricing Flanks:

Take 3 — Clouds Moving to Lower-Cost / Open-Source AI:

Gadget AI — Google Pixel 11:

Q1 + Q2 — Google Pixel favorites + form-factor gap:

  • Q1 — (MP’s own — stock Android, updates + AI features first)

  • Q2 — (MP’s own — thinner form factors from Samsung)

Companion text:

(NOTE: The discussions here are for information purposes only, and not meant as investment advice at any time. Thanks for joining us here.)

Subscribe to AI: Reset to Zero for daily AI Ramblings + Sunday Bigger Picture posts.





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