# Launch estimates $2 million in value from AI subscriptions

Markdown copy of https://realalpha.app/s/launch-estimates-2-million-in-value-from-ai-subscriptions/ on Real Alpha, the best minutes from long interviews with the people building AI. Cite and link the page, not this copy.

- Speaker: [Jason Calacanis](https://realalpha.app/people/jason-calacanis/) (Host) · Founder & CEO, LAUNCH · Early Uber angel; sold Weblogs Inc. to AOL; hosts This Week in Startups.
- Host: [Chamath Palihapitiya](https://realalpha.app/people/chamath-palihapitiya/) · Founder & CEO, Social Capital · Led Facebook's growth team; his firm backed Slack and AI chipmaker Groq.
- Host: [David Friedberg](https://realalpha.app/people/david-friedberg/) · CEO, Ohalo · Founded The Climate Corporation, sold to Monsanto for about $1.1B in 2013.
- Show: All-In
- Episode: [Midterm Blood Bath, $4T AI Sell Off, Data Center Freeze, What’s Next for Trump](https://realalpha.app/v/2v8b062QzTI/), Nov 7, 2026
- Moment: 1:12:24 to 1:14:34 of the episode (2 min), playing on https://realalpha.app/s/launch-estimates-2-million-in-value-from-ai-subscriptions/; the episode from there: https://realalpha.app/v/2v8b062QzTI/?t=4344

## Quote

> “I estimate we're **getting $2 million in value** from that.”
> — [Jason Calacanis](https://realalpha.app/people/jason-calacanis/) at [1:12:57](https://realalpha.app/v/2v8b062QzTI/?t=4377) · All-In

## Takeaways

1. Launch's 20-person team spends about $40K–$50K a year on AI tools.
2. Calacanis estimates $1M in incremental revenue.
3. He predicts agents could multiply demand for compute.

## About this segment

Jason Calacanis says Launch spends $40K–$50K a year on AI subscriptions and estimates $2M in value. He expects agents and local models to drive much higher compute demand.

From “Midterm Blood Bath, $4T AI Sell Off, Data Center Freeze, What’s Next for Trump”, Nov 7, 2026. [Watch the full episode](https://realalpha.app/v/2v8b062QzTI/)

## Transcript

Transcribed by machine (Whisper) from the episode’s audio, so a word may be off here and there.

[1:12:27](https://realalpha.app/v/2v8b062QzTI/?t=4347) at all either side you know i did a calculation this week i was looking at the phenomenal impact that agents are having inside of our venture capital firm launch and we're spending 50 000 40 50 000 say the name of your venture capital launch thank you uh launch.com where can i go to learn more about that to launch.com thank you thank you very much just i'm trying to let people know i have a day job beyond podcasting invest in 100 companies a year and we have 20 people we're spending like $50,000 a year, I think, $40,000, $50,000 on these subscriptions, Grok, Claude being the main ones. I estimate we're getting $2 million in value from that.

[1:13:03](https://realalpha.app/v/2v8b062QzTI/?t=4383) I estimate we're getting about $1 million in incremental revenue. I estimate we're getting maybe $15 to $21 in incremental revenue for the dollars we spend. In other words, the velocity of our investments is going up because we've automated everything. The velocity in which we create new media properties is going up because we've automated everything we're building systems and only 10 or 20 percent of people in corporate america are using this technology every day on a regular basis in other words there's somewhere between five and ten times as many people to start using this every day and i believe when they go to agentic they start using this because it's so accessible to the average human being uh everything gets abstracted you don't have to learn to do code or set up your rig or your harness you just

[1:13:47](https://realalpha.app/v/2v8b062QzTI/?t=4427) tell it what you want. And it uses 50 times as much. So I think there's 500 to 1000 times the need for this. When that happens, this compute is going to go wherever it needs to go. And I can tell you what we're doing is only 70 80% of what the frontier models are capable of. We're not solving Navy or Stokes, obviously. And so we're on the verge of ordering everybody a Mac Studio 512k for $20,000, which would mean $400,000 in compute on people's desktops and running local models first and then falling back to them because we don't want to be throttled.

[1:14:21](https://realalpha.app/v/2v8b062QzTI/?t=4461) We want to have unmetered intelligence. Offshore data centers will be the trend of the next two years. That's what you're going to see. And desktop usage of local models. I'll just make that prediction here.