Software
What is Vercel?
Vercel is a software platform whose token traffic is treated as a key gauge of AI model market share.
Release history
- May 2026 - Amjad Masad described a supply-chain compromise in which a Context.AI employee downloaded an infected Roblox cheat, after which someone at Vercel installed the compromised software.
- Jul 2026 - Guillermo Rauch said Kimmy K3 was the best performing model ahead of Fable, reaching a comparable success rate in less time.
- Aug 2026 - Nathaniel Whittemore reported that closed model tokens fell from about 72% of tokens used on June 24 to 38% two months later, while open model tokens rose from 28% to 62%.
- Aug 2026 - Whittemore said Vercel and OpenRouter are two of the main data sources used to estimate AI lab and model market share, despite representing a small portion of OpenAI’s total token volumes.
In the discourse
Attributed discussion of Vercel.
By the numbers
Open-weight model token share on Vercel's AI gateway surged from 28% to 62% in two months, while closed models fell from 72% to 38%.
“In terms of the share of tokens used, on June 24th, a couple of months ago, closed model tokens represented around 72% while open model tokens represented around 28%. Two months later, that ratio has largely flipped, with closed at 38% and open up to 62%.”Nathaniel Whittemore · 26 Aug 2026
Best explained
OpenRouter and Vercel represent a tiny fraction of total AI token volume but are disproportionately influential because they are the primary data sources used to estimate AI lab market share, making them a lever for lab marketing.
“Despite being a very small portion of OpenAI's total token volumes, Open Router and Verscell are disproportionately impactful because they are two of the main data sources everyone uses to estimate AI lab and model market share.”Nathaniel Whittemore · 21 Aug 2026
Best explained
How a Roblox cheat download at a small AI startup cascaded into a Vercel security breach via Google OAuth, illustrating supply-chain risk in developer toolchains.
“There's an employee at this company called Context.AI. And it's one of those provide context to your AI companies that downloaded a Roblox cheat software. And that Roblox cheat software was infected with some kind of backdoor. then that company became fully compromised. And someone at Vercel installed Context.AI through Google OAuth on their workspace. And then they had an entry through Context into Vercel.”Amjad Masad · 7 May 2026
Worth quoting
Guillermo Rauch on Kimi K3 outperforming Fable in real-world web engineering evaluation.
“Kimmy K3 is the best performing model ahead of Fable, reaching a comparable success rate in less time.”Guillermo Rauch · 21 Jul 2026
Citation Bureau · reference note, compiled from attributed expert discussion. Last updated 2026-09-10.