Grok Bot's usage limits: Musk says the cost was 'unsustainably high'

Share
Grok Bot's usage limits: Musk says the cost was 'unsustainably high'

On Sunday a subscriber asked Elon Musk on X for a reset of his Grok Bot weekly allowance, saying a lot of people had run out "really fast this week." Musk's reply was one sentence long: "The cost of serving Grok Bot was unsustainably high relative to revenue."

He gave no numbers. He did not say whether SpaceXSI had cut allowances or would restore them, and Forbes, which broke out the exchange, noted both absences. In a second reply he asked a user whether the jump to a higher-usage plan cost too much, and in a third he wrote "just being sensible," which Business Insider read as a defense of smaller allowances rather than an apology for them.

That is the first time the boss of a frontier lab has said in public what every metered agent product implies: the seat is priced like software and delivered like compute.

The $90 bundle that became a $30 one

Grok Bot is not the Grok chatbot. It is an agent with its own virtual computer that signs into your apps and works through multi-step jobs — shopping, bookings, forms — and it launched in beta on August 11.

On October 12, SpaceXSI folded it into The X Subscription. The company's own announcement priced the entry tier at $30 a month and described it as "the benefits of SuperGrok, Cursor Pro, and X Premium+, previously $90/month combined." Super is $100, Ultra $200, and every paid tier draws on "a generous pool of Grok model usage shared across Grok and Cursor."

Three weeks separate that announcement from Musk's admission. The bundle took a third off the price of three products and added an always-on agent to the deal; the agent is the part that spends money continuously.

There is also a number that makes the growth look better than the economics. On SpaceX's October 20 earnings call, president Gwynne Shotwell said Grok Bot had passed 800,000 paid weekly users in early October, more than double the month before, as The Next Web reported. Eight hundred thousand people is a product. It is also 800,000 weekly allowances to fund.

What the meters did over the weekend

The complaints were specific enough to check. The Telegraph found a user whose meter went from 33% to 66% with no change in activity. On Cursor's community forum, an Ultra subscriber watched the weekly meter flip between 77% and 100% in real time; another reported a jump from 34% to 73% overnight, with their exported usage CSV showing no recorded activity between 19:01 and 07:05. One user asked their own Bot what the number was and got a different answer from the app.

Cursor's status page logged a "billing and usage dashboard" degradation on Sunday, affecting cursor.com and the enterprise dashboard, later marked resolved. Forbes reported it is unclear whether that incident caused the readings. It matters for the diagnosis: some of the spikes were probably a dashboard bug, and some were probably the allowances themselves.

Musk did not distinguish between the two. Neither did SpaceXSI.

What a Bot actually costs, and why the price list never said

Grok 4.7's list rate is $2 per million input tokens and $6 per million output tokens below a 200,000-token prompt. Do the arithmetic on the entry tier: $30 a month buys 5 million output tokens at list price. An agent that browses screenshots pages, re-reads them, retries failed clicks and keeps its own context alive spends tokens on steps, not answers. A chat session that feels expensive is a rounding error next to an afternoon of computer use.

Then the cost base got worse on purpose. On October 7, Musk said Grok Bot would route work to "the best back end model for any given task, including Claude Opus 5.5, MidJourney, Suno and other leading APIs," and a Grok Bot team member said Opus 5.5 was rolling out to power all Bots. That is a good product decision — you send the hard reasoning to a rival's model — and it means paying Anthropic's rates for the tasks your own models handle worst, inside a seat priced against Grok's own cost base. SpaceXSI publishes no separate charge for Bot usage of those models; Cursor's third-party models are billed apart, Grok Bot's are not described that way.

The billing structure compounds it. One pool covers Grok and Cursor, so a heavy Bot week is a coding week you don't get. This morning OpenAI moved in the same direction, merging ChatGPT's chat and Work tabs and putting ChatGPT and Codex on a single allowance pool, as TechCrunch reported — with the same warning that some users will hit resets more often.

This is not one company's problem. Mark Zuckerberg told investors Meta's Muse is "very compute-intensive" and not yet profitable at 10 million users. OpenAI stopped taking new $200 Pro signups in September, citing demand. The Telegraph's framing for the weekend was blunt: AI firms ration usage as losses mount.

Who wins, and who eats the difference

The winners are meters. On-demand billing, per-task pricing, and enterprise seats with pooled allowances and an admin who can see the burn all get stronger when the alternative is a public admission that the flat fee doesn't cover the cost. Enterprises were always going to want this; now consumer products are being pushed toward it by arithmetic.

The losers are the "unlimited agent" pitch and the users who bought it. But the deeper damage is to trust, and it is not about the cap. A meter that can move 40 points overnight while your own log shows no work destroys the one thing a subscription sells: the ability to forecast a week. Teams on Cursor's forum said they stopped all work at a false 100%. That is a worse outcome than a smaller allowance honestly labeled.

We have been here before on the fine print. We wrote about the lawsuit over what Claude's "5x" and "20x" plans actually promise, and the argument there was never the price — it was that nobody could tell what they had bought.

The generous reading, and the one that should worry SpaceXSI

Two explanations can be true at once: SpaceXSI throttled, and Cursor's dashboard lied about it. If the spikes were mostly a bug, Musk's reply is still the story, because it tells you exactly what happens the next time the meter moves: nothing, plus an explanation of the unit economics.

The contrarian case is that costs were always fine and this is pre-emption before a hard Q4 print. There is no way to check that from outside, because no cost figure and no revenue figure was given. That absence is itself a data point — a company confident in the ratio publishes it.

The honest summary is narrower than the outrage: a fast-growing agent product discovered that its heaviest users cost more than they pay, and its owner said so in public instead of quietly tightening the cap. The tightening is coming either way.

What to watch

Whether SpaceXSI publishes allowance sizes. It currently publishes the order of the tiers — 4x, 15x, 50x against Plus — and not one absolute number, which makes every complaint unfalsifiable in both directions.

The Q4 disclosure: paid weekly users against subscription revenue. If all 800,000 sat on the $30 tier, and none of them do, the line would be about $24 million a month before tax. That is the denominator the serving cost has to fit inside.

And the direction of travel across the labs. On November 1, Anthropic went the other way: Claude Max 20x became Ultra and the five-hour cap disappeared. One lab is shipping more allowance than it can meter, the other is admitting it can't afford the allowance it sold. Which one blinks at the next model launch is the pricing story of 2027, and Musk just moved first.

If your agent's weekly meter can jump 40 points overnight with no work done, what would you need to see before you'd trust it with a team's worth of tasks? Write to us via our contact page.

Get SiliconNoon in your inbox

One email a day with the AI stories that matter — what happened, the numbers, and why it matters. No spam, unsubscribe in one click.

Read more

Deep Dive — CICC's 100 billion tokens a day, and no ROI number

Deep Dive — CICC's 100 billion tokens a day, and no ROI number

China International Capital Corporation burns between 70 billion and 100 billion tokens a day, and expects to hit 200 billion next year. The figure comes from the bank's own IT chief, Xie Bisong, at a Tencent Cloud briefing on October 28, and 21st Century Business Herald reported it under a headline that names the real story: the AI race in Chinese finance has moved from counting tokens to counting return. That return does not yet exist as a number.

Deep Dive — Claude Duet runs on your Pro quota, not a new bill

Deep Dive — Claude Duet runs on your Pro quota, not a new bill

Anthropic opened Claude Duet to a US waitlist on Thursday: a standalone agent app for iOS, Android and the web, built on Opus 5.5, that works on its own cloud computer and messages you when something needs a decision. There is no new subscription to buy. Duet ships inside Claude Pro and Max, which is either the best deal in agentic AI or a quiet way of charging you twice — depending on how much of your plan you already use. That is the whole argument, and both labs made a pricing decision…

Deep Dive — Walmart Agent Gateway: AI agents shop, you set the limit

Deep Dive — Walmart Agent Gateway: AI agents shop, you set the limit

The question people will actually type is whether an AI agent can shop at Walmart for them. From next month the answer is yes: Walmart will let you connect an agent to Walmart.com and Sam's Club, give that agent its own profile inside your account, and cap what it can spend. The retailer announced the system on October 21, in a post on its corporate newsroom, and it is the first time a major American retailer has published rules for agents rather than a wall against them. The wall is the…

Salesforce buys Braze for $5.66B at five times forward revenue

Salesforce buys Braze for $5.66B at five times forward revenue

Salesforce said on Tuesday it will buy Braze, the customer engagement platform, for about $5.66 billion in enterprise value, paying $47.50 a share in cash — roughly 58% above Braze's $30.04 close on Monday, per the announcement. Braze stock jumped more than 50% and was briefly halted premarket; Salesforce drifted about 1% lower, CNBC reported. The deal is expected to close in Salesforce's fiscal 2028, which starts in February. The interesting number is not the price.

Websites block AI agents: JPMorgan, Schwab shut them out

Websites block AI agents: JPMorgan, Schwab shut them out

The web's uninvited guest is getting harder to miss — and this week the doors closed on the banking side too. What started as a handful of retailers turning away shopping agents has spread into a general posture: if you hold customer accounts or sell access to content, the default answer to an AI agent is no. JPMorgan Chase and Charles Schwab have confirmed they block AI agents from accessing customer accounts, and The Verge's tally this week puts that pair at the head of a list that now…