Skip to content
Slow Variables

Ask the data

Answers come from the same store as the site; every number is checked against the record it cites.

Compute & physical

Hyperscaler capex to AI revenue (trailing year)

dispersing40/95 confidence, limited or vaguegrade Aleading

1What this measures

Trailing four quarters of filed capex at Microsoft, Alphabet, Amazon, Meta and Oracle divided by AI revenue, taken as the frontier labs' latest run-rates plus Menlo's enterprise generative-AI spend. Derived metric capex_to_revenue_stack.

Why it matters. Sequoia's $600B question as a ratio: how far the buildout runs ahead of the revenue that has to repay it. Investment-phase accounting or evidence of no capture; the ratio cannot tell you which, only whether it is closing.

Proxy types
capital_flow
Unit
ratio
Cadence
quarterly

2How we track this

  • derived metric capex_to_revenue_stack (formula in the semantic layer)

Direction over 4 periods, dead-band 0.30×; higher = concentrating.

Four quarters; a move under 0.3x is run-rate noise. Rising = capex pulling further ahead of revenue (the bet growing); falling = revenue catching the buildout.

Applied to metric:capex_to_revenue_stack.

3Tracker interpretation

Hyperscaler capex is not all AI and the revenue side mixes annualised run-rates with one annual survey, so read the direction, not the level; grade C by construction.

4Evidence

Direction over the last 4 periods; the band is ±0.30× around the window's first point. Higher reads concentrating.

Latest point
2.51×as of 2026-06-30(16 obs)
Value the bands apply to
2.51×as of 2026-06-30(16 obs)

48 observations. Hollow points are disputed (see counterevidence). Every point links to its observation.

Derived rows (7)
as ofdimsvalueinputs
2026-06-302.51×obs:027237d8obs:143dcf3eobs:196a6174+13 more
2026-03-313.10×obs:027237d8obs:0d4c08bdobs:143dcf3e+12 more
2025-12-312.89×obs:0b3b7c04obs:0d4c08bdobs:143dcf3e+12 more
2025-09-305.63×obs:0b3b7c04obs:0d4c08bdobs:0dfac555+12 more
2025-06-305.67×obs:0b3b7c04obs:0d4c08bdobs:2412462c+12 more
2025-03-316.74×obs:0b3b7c04obs:1f3af8f3obs:390ce991+11 more
2024-12-315.75×obs:06e7c5aaobs:0b064977obs:1d99c21c+11 more

5Status and reasoning

dispersingsince 2026-09-10 · evaluate

Evaluator: 2.507 (SEC EDGAR XBRL company facts, 2026-06-30) reads dispersing over 4 periods with a dead band of 0.3. Auto-reason; rule rationale: Four quarters; a move under 0.3x is run-rate noise. Rising = capex pulling further ahead of revenue (the bet growing); falling = revenue catching the buildout.

The tracker's prior expectation was concentrating; the evaluator reads dispersing. The evaluator wins until a reviewed override.

6Timeline notes

  • 2026-06-30 · 2.51×as of 2026-06-30(16 obs)
  • 2026-03-31 · 3.10×as of 2026-03-31(15 obs)
  • 2025-12-31 · 2.89×as of 2025-12-31(15 obs)
  • 2025-09-30 · 5.63×as of 2025-09-30(15 obs)
  • 2025-06-30 · 5.67×as of 2025-06-30(15 obs)
  • 2025-03-31 · 6.74×as of 2025-03-31(14 obs)

7Counterevidence

What cuts against this reading

Both sides are approximations: capex includes non-AI spend and the revenue side double-counts enterprise purchases from labs; a ratio of filed capex to press-reported run-rates is the brief's own 'gap #1' caveat.

8Update history

  1. 2026-09-10unmeasured to dispersingconf 40 · evaluate

    Evaluator: 2.507 (SEC EDGAR XBRL company facts, 2026-06-30) reads dispersing over 4 periods with a dead band of 0.3. Auto-reason; rule rationale: Four quarters; a move under 0.3x is run-rate noise. Rising = capex pulling further ahead of revenue (the bet growing); falling = revenue catching the buildout.

9Confidence

40 / 95 — limited or vague evidence

Confidence is independent of status: 90–95 multiple strong independent sources; 70–89 good evidence, some ambiguity; 50–69 mixed or hard to operationalise; below 50 limited or vague.

10Related