📈 Google Cloud hits its margin inflection and tracks AWS's revenue curve
GCP just printed $10.3B of quarterly revenue against $8B a year earlier and $1.2B of operating profit, and at a normalised 20-30% cloud margin becomes a $20-30B/yr free-cash-flow engine on its own — against Alphabet's current ~$60B total. Its first seven years track AWS's almost exactly. With the core consumer search business carrying the risk, cloud plus AI tooling is where Alphabet's growth actually comes from, and the market is underrating GCP as a second money printer alongside YouTube.
other ideas on the same ticker, same direction: Enterprise AI sovereignty: workloads leave frontier APIs for private stacks 94 (AMZN) · Anthropic IPO (~Oct 2026) is attractively priced at $1.5-2T 61 (GOOGL) · Google wins consumer AI via distribution 58 (GOOGL) · Own AWS, Azure and GCP and nothing else — the clouds capture the AI application dollars 48 (GOOGL) · Own AWS, Azure and GCP and nothing else — the clouds capture the AI application dollars 48 (AMZN) · Frontier AI labs keep durable premium pricing (not commoditized) 38 (GOOGL) · Amazon as a long-term compounding hold 27 (AMZN) · Personal AI agents: Google's data moat wins the form factor 23 (GOOGL) · Independent frontier-model labs lose to hyperscaler capital 18 (GOOGL) · Independent frontier-model labs lose to hyperscaler capital 18 (AMZN) · Willow's error-correction scaling puts encryption on a two-to-five-year clock 9 (GOOGL)
⚖ Why this result
fully deterministic — computed from daily closes on the scoring date; nothing below is editable or hand-set
- Window: 2024-07-26 → 2025-07-26 — first mention + 12-month horizon, then the window locks.
- The call: ▲ LONG GOOGL (primary play). GOOGL rose 16.2% over the window → return (sign flipped for a SHORT) = +16.2% (the call made money).
- Benchmark: holding SPY over the same window returned +18.5% → vs SPY = +16.2 − (+18.5) = -2.2% — what this call made or lost against just owning the index. This is the number the result uses.
- Rule fired:
· RIGHT — return ≥ +10% AND beat SPY by 5+▶ HALF — return ≥ +5% OR beat SPY at all· WRONG — everything else
- Credit: supporters of a HALF earn 0.5 each, opposers the opposite — this feeds the scoreboard. supported: Chamath, Jason | opposed: Friedberg | proxy-sensitive: AMZN→HIT (+26.8%)
Conviction timeline
bands: green ≥ 65 · watch ≥ 45 · ember ≥ 15
Plays vs SPY · % since first mention (2024-07-26)
Plays
Mention log newest first
“I think the strategic rationale is quite clever, which is you start to gain customer traction and workloads in all of these other environments. And I suspect that TK is smart enough to try to pull these workloads back into GCP.”
“in this past quarter, they're running at a $1.2 billion operating profit out of GCP. So, if you kind of think about what cloud margin should be over time and kind of call it 20 to 30% margin, this cloud business could be generating 20 to $30 billion a year of free cashflow.”
Who built this conviction
each voice's total push on the score, in conviction points across every mention — supports and opposes · share = % of all mention-driven movement
⏳ decay drained -49.3 over the idea's life — that's time passing, attributed to no one
Score events
| episode | kind | Δ | after | note |
|---|---|---|---|---|
| E189 2024-07-26 | init | +35.0 | 35.0 | E189 born by Friedberg (explicit_prediction x2) |
| E189 2024-07-26 | reinforce | +11.7 | 46.7 | E189 Jason support x1 (new voice) |
| E190 2024-08-02 | decay | -1.9 | 44.8 | E190 silent |
| E191 2024-08-09 | decay | -1.8 | 43.0 | E191 silent |
| E192 2024-08-16 | decay | -1.7 | 41.3 | E192 silent |
| E193 2024-08-23 | decay | -1.7 | 39.7 | E193 silent |
| E194 2024-08-30 | decay | -1.6 | 38.1 | E194 silent |
| E195 2024-09-06 | decay | -1.5 | 36.6 | E195 silent |
| E196 2024-09-20 | decay | -1.5 | 35.1 | E196 silent |
| E197 2024-09-27 | decay | -1.4 | 33.7 | E197 silent |
| E198 2024-10-03 | decay | -1.3 | 32.3 | E198 silent |
| E199 2024-10-11 | decay | -1.3 | 31.0 | E199 silent |
| E200 2024-10-18 | decay | -1.2 | 29.8 | E200 silent |
| E201 2024-10-25 | decay | -1.2 | 28.6 | E201 silent |
| E202 2024-11-01 | reinforce | +8.6 | 37.2 | E202 Jason support x1 |
| E203 2024-11-08 | decay | -1.5 | 35.7 | E203 silent |
| E204 2024-11-16 | decay | -1.4 | 34.3 | E204 silent |
| E205 2024-11-23 | decay | -1.4 | 32.9 | E205 silent |
| E206 2024-12-07 | decay | -1.3 | 31.6 | E206 silent |
| E207 2024-12-13 | decay | -1.3 | 30.3 | E207 silent |
| E208 2024-12-20 | decay | -1.2 | 29.1 | E208 silent |
| E209 2025-01-04 | decay | -1.2 | 27.9 | E209 silent |
| E210 2025-01-11 | decay | -1.1 | 26.8 | E210 silent |
| E211 2025-01-18 | decay | -1.1 | 25.7 | E211 silent |
| E212 2025-01-25 | decay | -1.0 | 24.7 | E212 silent |
| E213 2025-01-31 | decay | -1.0 | 23.7 | E213 silent |
| E214 2025-02-07 | decay | -0.9 | 22.8 | E214 silent |
| E215 2025-02-15 | decay | -0.9 | 21.9 | E215 silent |
| E216 2025-02-21 | decay | -0.9 | 21.0 | E216 silent |
| E217 2025-03-01 | decay | -0.8 | 20.2 | E217 silent |
| E218 2025-03-08 | decay | -0.8 | 19.3 | E218 silent |
| E219 2025-03-15 | decay | -0.8 | 18.6 | E219 silent |
| E220 2025-03-22 | oppose | -12.0 | 6.6 | E220 Friedberg opposes x2 |
| E220 2025-03-22 | reinforce | +21.0 | 27.6 | E220 Chamath support x2 (new voice) |
| E221 2025-03-29 | decay | -1.1 | 26.5 | E221 silent |
| E222 2025-04-05 | decay | -1.1 | 25.4 | E222 silent |
| E223 2025-04-11 | decay | -1.0 | 24.4 | E223 silent |
| E224 2025-04-19 | decay | -1.0 | 23.4 | E224 silent |
| E225 2025-04-26 | decay | -0.9 | 22.5 | E225 silent |
| E226 2025-05-02 | decay | -0.9 | 21.6 | E226 silent |
| E227 2025-05-09 | decay | -0.9 | 20.7 | E227 silent |
| E228 2025-05-17 | decay | -0.8 | 19.9 | E228 silent |
| E229 2025-05-24 | decay | -0.8 | 19.1 | E229 silent |
| E231 2025-06-13 | decay | -0.8 | 18.3 | E231 silent |
| E232 2025-06-21 | decay | -0.7 | 17.6 | E232 silent |
| E233 2025-06-28 | decay | -0.7 | 16.9 | E233 silent |
| E234 2025-07-04 | decay | -0.7 | 16.2 | E234 silent |
| E235 2025-07-11 | decay | -0.6 | 15.6 | E235 silent |
| E236 2025-07-19 | decay | -0.6 | 15.0 | E236 silent |