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The Twenty Minute VC (20VC) · Saturday, September 26, 2026

Open vs. Frontier Models: Agrawal's Perspective on Usage and Cost

Pagg Agrawal challenges the consensus view on the split between open and frontier models, suggesting the 90/90 split might be inaccurate. He argues that a useful small model can be 1000X cheaper than a frontier model, and it's difficult to predict which use cases will align with which model scale over time.

The tape

3 quotes
“Do you agree with the consensus view that you'll have 90% of token activity go through open models, but 90% of dollars go through frontier models? I don't think it will be 90% on either of those, actually.”
“Why? So if you believe my claim that a useful model and a frontier model are 1000X off in price from each other. So the small model is still useful.”
“It is hard to know which use case over time will get optimized to which scale of model in between.”
Heard on The Twenty Minute VC (20VC) — “20VC: Five Predictions for a World of Agents | The Ads Business Model Will Die | Biggest Lessons from Working with Elon Musk at Twitter with Parag Agrawal, Parallel”, published Saturday, September 26, 2026. Heardvine summarizes and quotes with attribution and timestamps, and links to the original everywhere.
Transcribed via Gemini audio transcription · $0.06
Open vs. Frontier Models: Agrawal's Perspective on Usage and Cost — Heardvine