BIDU · Forward model · AI Cloud Infrastructure · Bull case
What has to happen in AI Cloud Infrastructure
Model as of
This page changes AI Cloud Infrastructure inside the complete BIDU model. Every other vertical, corporate programme and valuation assumption stays in the selected portfolio case.
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AI Cloud Infrastructure
The growth engine and the reason the balance sheet looks the way it does. GPU Cloud - public-cloud AI compute sold by the hour and by contract - grew 283% year over year in Q2 2026, accelerating from 184% the quarter before, inside a segment that grew 50%. It is also the lowest-margin revenue Baidu has ever sold, and it is displacing the highest-margin revenue it ever sold. Every point of gross margin Baidu has lost since 2023 is this line arriving.
Latest: $4.82B (2031Q2E)
| Period | Value |
|---|---|
| 2025Q1 | $722M |
| 2025Q2 | $722M |
| 2025Q3 | $619M |
| 2025Q4 | $855M |
| 2026Q1 | $1.30B |
| 2026Q2 | $1.08B |
| 2026Q3E | $1.19B |
| 2026Q4E | $1.31B |
| 2027Q1E | $1.44B |
| 2027Q2E | $1.57B |
| 2027Q3E | $1.71B |
| 2027Q4E | $1.86B |
| 2028Q1E | $2.01B |
| 2028Q2E | $2.17B |
| 2028Q3E | $2.34B |
| 2028Q4E | $2.51B |
| 2029Q1E | $2.70B |
| 2029Q2E | $2.89B |
| 2029Q3E | $3.09B |
| 2029Q4E | $3.31B |
| 2030Q1E | $3.53B |
| 2030Q2E | $3.76B |
| 2030Q3E | $4.01B |
| 2030Q4E | $4.26B |
| 2031Q1E | $4.53B |
| 2031Q2E | $4.82B |
Assumptions & reasoning
- The actuals are the management-account Core AI-powered table, published to one decimal place in RMB billions and unaudited. They are marked estimated because of that rounding, not because the line is invented.
- The six-quarter path in constant dollars is the argument for treating Q1 as the outlier: 722, 722, 619, 855, 1,297, 1,076. It is not a smooth ramp. Anyone extrapolating from the 2026 Q1 peak alone is extrapolating from the highest point in a jagged series.
- The awkward fact this line has to carry: revenue fell 17% SEQUENTIALLY, from RMB 8.8B to RMB 7.3B, in the same quarter GPU Cloud inside it grew 283% year over year. Baidu offers no reconciliation. The likeliest reading is that Q1 contained lumpy, non-recurring infrastructure contracts and Q2 is the cleaner run-rate. If instead Q1 is the run-rate and Q2 is the miss, this whole model is too conservative.
- 9% a quarter compounds to roughly 41% in year one and decays toward 4%, landing the line near 17% annual growth in the terminal year. That is deliberately below the 50% just printed: a line growing 283% off a small base cannot hold that rate as the base becomes the segment.
- Capex intensity starts at 125% of this line's revenue - Baidu spent RMB 11.4B of capex against RMB 7.3B of AI Cloud Infra revenue in Q2 - and glides to 30%. That single assumption drives more of the fair value than the growth rate does. Hold it at 125% throughout and free cash flow never turns.
- EBITDA margin starts at 12% and glides to 30% on utilisation and on Kunlun silicon displacing bought accelerators. If Baidu cannot get its own chips into the fleet at scale, the terminal margin belongs nearer 20%.