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Tuesday, November 10, 2026

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Buying an inference provider could make a software company's AI growth look much stronger. I partly agree with Sridhar. Ali Ghodsi's strengths extend well beyond technology into marketing, dealmaking and fundraising. I see Databricks as a very aggressive commercial operator, and staying private gives it more flexibility over which financial metrics the public gets to scrutinize. Snowflake ($SNOW) has to defend its growth alongside margins, stock-based compensation and dilution every quarter. Databricks has more room to prioritize the growth number in its public messaging while making trade-offs elsewhere. I'd like to see their full financials side by side. Separate core platform growth from inference resale, identify how much comes from AI-native customers, and quantify any benefit from changes in billing. Then compare gross profit, cash flow and dilution on the same basis. Inference is especially interesting here. A provider can collect a large customer bill while paying much of it to model or compute suppliers. Where accounting rules allow that full bill to be recognized as revenue, the business can add a lot of AI revenue for relatively little gross profit. That could make inference companies attractive acquisition targets for software vendors under pressure to show AI growth. Baseten and Fireworks come to mind, along with RadixArk and Inferact, founded by the creators of SGLang and vLLM respectively. These businesses offer serving technology and customers. An acquisition could also immediately increase the buyer's reported AI revenue, with a much smaller contribution to earnings if the acquired business has thin margins. The revenue boost would be acquired growth, so organic growth needs to remain visible. I wouldn't be surprised to see Snowflake and other publicly traded companies explore this route. If investors reward the added AI revenue more than the underlying gross profit warrants, buyers have an incentive to pay very high prices for these businesses.

Investor Letters

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SpaceX’s $24 billion Starbase power plant, Microsoft’s Oracle capacity cuts, Riot’s $72 billion AI lease and Quanta’s sell-off frame…

PWR $77BRIOT $5.8B
Monte Independent Investment Research 1 click

Insider activity October 2026

Asian insider buying reached $2.9 billion in October, the highest since 2018, with South Korea and Thailand leading.

BKRKY $23B
Asian Century Stocks 1 click

STRL: 80 new electricians a week

Sterling’s $4.1 billion backlog faces Texas permitting risk after a governor proposed a moratorium, while Connexion, Capital Asset Planning…

STRL $7.6B
Trade Ideas Flow 1 click

Roblox: Capture This Moment

Roblox’s Q3 FY26 DAUs fell year over year for the first time, while bookings declined 12% to $1.7 billion.

RBLX $35B
TSOH Investment Research 1 click

DoorDash and Google

DoorDash and Google.

DASH $79B
Stratechery by Ben Thompson – On the business, strategy, and impact of technology. 4 clicks
FND · long

FLOOR & DECOR HLDGS

Floor & Decor operates 281 warehouse-format stores selling hard-surface flooring and accessories nationwide.

FND $5B
Value Investors Club 1 click

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