Ed Zitron just published two pieces on Where’s Ed: “The Beginning of History” (March 10) and “Why Are We Still Doing This?” (March 17).
They land a clean hit on Anthropic’s hallucinations in financial storytelling. The math is simple enough that it can’t be denied. Let me show you how.
What Anthropic Told the Court
Anthropic’s Chief Financial Officer Krishna Rao filed an affidavit on March 9, meaning he swore it was true, in their lawsuit against the Department of Defense. It stated that Anthropic’s total revenue “to date” was “exceeding $5 billion.” That’s all the money Anthropic has ever made, from its founding day through March 9, 2026.
What Anthropic Told Everyone Else
Throughout 2025 and into 2026, Anthropic repeatedly announced its “annualized revenue”, which doesn’t match the affidavit.
Say you run a lemonade stand. In July, you sell $10 worth of lemonade. Someone asks how your business is doing. Instead of saying “I made ten dollars, that is true,” you say: “I have a $120-a-year pace no doubt!” That’s annualized revenue. You take one month of actual money, multiply by twelve prediction months, and report the biggest number you can.
Here are the annualized revenue figures Zitron compiled from Anthropic’s own announcements and press coverage, with sources:
| Date | Annualized Revenue | Implied Monthly Revenue |
|---|---|---|
| January 2025 | $1 billion | $83 million |
| March 11, 2025 | $1.4 billion | $117 million |
| March 30, 2025 | $2 billion | $167 million |
| May 30, 2025 | $3 billion | $250 million |
| July 1, 2025 | $4 billion | $333 million |
| July 31, 2025 | $5 billion | $417 million |
| October 2025 | $7 billion | $583 million |
| December 2025 | $9 billion | $750 million |
| February 12, 2026 | $14 billion | $1.17 billion |
| March 3, 2026 | $19 billion | $1.58 billion |
The right column is the story. If annualized revenue means “this month times twelve,” then dividing by twelve gives you what they actually made each month.
The Addition
Now when we add up the monthly revenues we see a problem. This is where Where’s Ed earns his keep. Anthropic told the world at ten different points how much it grew. Each implies starting from an actual monthly number. Add them up, estimate the gaps between announcements, and you get a total.
Zitron’s figure: roughly $6.66 billion in implied cumulative revenue through early March 2026.
The CFO’s sworn figure: “exceeding $5 billion.”
Those numbers are not a match.
Ten reports across fourteen months, each covering a distinct measurement period. Zitron’s gap-period estimates are even conservative for the uncovered stretches between reports. He uses the lower ARR figure rather than interpolating upward. The $6.66 billion is a floor way higher than $5 billion, not a ceiling.
The Speedometer and the Odometer
You don’t even need the full table to see the problem. Just take the last four months. December 2025 through early March 2026, using Anthropic’s own ARR figures, implies roughly $4.25 billion in revenue ($750M + $750M + $1.17B + $1.58B). That would have to mean everything before December 2025, which would be the entire prior history of the company, produced less than $750 million. Look at the table again. That’s impossible.
Think of ARR like a speedometer. It reports how fast you’re going right now. Total revenue is your odometer. It tells you how far you’ve actually traveled.
If the speedometer says you’ve been doing 100 miles per hour for the last hour, but the odometer says you’ve only gone 40 miles, the speedometer is lying. Or more precisely: when you hit 100 for a split second you reported it as your cruising speed.
Rao’s low revenue word choice matters here. He said “exceeding $5 billion” and not “nearly $6 billion,” not “approaching $6 billion.”
In a filing where Anthropic was trying to impress a federal court with its commercial scale, Rao is expected to use the biggest number he can. “Exceeding $5 billion” tells you his real figure is much closer to $5 billion than to $6.
That puts overstatement implied by the ARR figures somewhere around 25–35%!
Which Anthropic Do You Believe?
If the $5 billion lifetime figure is the truth, as sworn under oath in federal court, then the annualized revenue figures don’t mean what they are meant to say. “Annualized” at Anthropic may not mean “last month times twelve.” It might mean best week times fifty-two. Or best day times three-sixty-five. Or something else entirely that makes the number as large as possible.
There is one charitable reading. ARR sometimes counts signed contracts with money promised, not money received. Rao’s “revenue to date” likely means recognized revenue, only money actually earned. If Anthropic has billions in contracts where service hasn’t been delivered yet (possible given the huge boost in February), the ARR looks huge while total revenue stays lower.
But if that’s the explanation, Anthropic was reporting unearned contract value to the press as though it were operating revenue, while reporting actual revenue to the court. That’s not an accounting distinction. That’s two different stories tuned for two different audiences.
Either way, the conclusion is the same.
Every headline that reported Anthropic’s annualized revenue as though it indicated actual business scale was wrong. Every valuation model built on those figures was fed inflated inputs. Every investor who used ARR trajectory to justify Anthropic’s $380 billion valuation was working with a disinformation number.
The lemonade stand making $10 in July that told everyone it is a $120-a-year business? Anthropic somehow screwed that reporting up despite regulators, sophisticated investors and the global financial press. Oh, and despite having AI as its core product. Or is it because of AI?
To believe both the ARR headlines and the CFO’s affidavit, you have to believe that Anthropic’s business was essentially non-existent for its first four years and then suddenly processed 85% of its entire lifetime volume in the last 100 days. Wow.
Zitron cleverly asked for proof.
Anthropic math implies flawed integrity. Just like AI.







