An echohive briefing · 18 plates · 12 Aug 2026
How big AI actually is.
Magnitude is a briefing of eighteen charts: users, revenue, prices, and the factories behind them. Each chart has its own page and a downloadable image. Official numbers where they exist. Estimates marked.
Users

Codex hit 15 million users four months early
The June 2 trendline pointed to 10 million by mid-October. Combined Codex + ChatGPT Work crossed 15 million in August.

900 million people use ChatGPT every week
OpenAI’s official weekly-active series runs from 100 million at DevDay 2023 to 900 million-plus in February 2026. It has not published a 1 billion WAU figure.

Gemini became Google’s fastest product to a billion
The dedicated Gemini app crossed 1 billion monthly users on 11 August — the 14th Google product in that club, and the fastest.

Both hit a billion. They are not counting the same thing.
ChatGPT’s 1 billion is Sensor Tower monthly app users. Gemini’s 1 billion is Google’s own app MAU. OpenAI’s last official weekly figure is still 900 million.

ChatGPT lost 22 points of web share in a year
Worldwide AI-chatbot web visits: ChatGPT 76% → 54%. Gemini 6% → 28%. Claude 1% → 9%. This is not monthly users and not revenue.
Revenue

Anthropic’s run-rate grew 47× in 17 months
From $1 billion at the end of 2024 to $47 billion by mid-May 2026. That is last month × 12 — not booked annual revenue.

The fastest software ramp on record — then SpaceX bought it
Cursor’s own blogs lock $100 million → $500 million → $1 billion ARR. Bloomberg later printed $2 billion, then $3 billion. SpaceX announced a $60 billion deal in June.

A prompt-to-app tool hit $500M ARR in 20 months
Launched November 2024. By June it said $500 million annualized. Today it raised $400 million at a $13.3 billion valuation.

OpenAI’s ARR is $20B+. Booked 2025 revenue was ~$13B.
OpenAI’s own blog put ARR at $2B (2023), $6B (2024) and $20B+ (2025). The Information later put the February 2026 annualized rate above $25 billion.

Three coding products found a billion-dollar run-rate
Cursor and Lovable are standalone companies. Claude Code is a product line inside Anthropic — $1B by November 2025, $2.5B by February.
Price

A million tokens got 24× cheaper — then flagships rose
GPT-4 input was $30 per million tokens in March 2023. GPT-5 hit $1.25. GPT-5.6 Sol is back at $5. “1,000× cheaper” only if you swap to a nano model.

An agent can burn 100× the tokens of a chat turn
A chat turn is hundreds to a couple of thousand tokens. A complex agent session can run 50,000–200,000. Multi-agent jobs go past a million.
Infrastructure

Four companies will spend about $748 billion this year
Amazon, Microsoft, Google and Meta after Q2 2026 guides. Up from about $140 billion in 2023 and about $410 billion in 2025. Most of it is AI factories.

U.S. data-center capacity may nearly double by 2028
Bloom Energy put load capacity at about 80 GW in 2025 and 150 GW in 2028. That is 70 extra gigawatts in three years — more than Spain uses on an average day.

CoreWeave already has $104 billion of work booked
Q2 2026 revenue was $2.575 billion, up 112% year over year. The backlog is $104.2 billion. Demand is contracted years ahead.
Comparison

ChatGPT reached 100 million users in two months
Instagram took 30 months. Facebook took 54. TikTok took 9. The clocks are close — monthly actives vs registered — not identical.

Nothing in consumer tech scaled to a billion this fast
ChatGPT’s app: about 3.4 years. Gemini’s app: about 21 months from standalone launch — with Android underneath it. TikTok took five years.

Retail investors oversubscribed a robot IPO 8,000×
Unitree, the Chinese humanoid-robot maker, priced a Shanghai STAR IPO at about $9 billion on 6 August. The retail book was oversubscribed more than 8,000 times.