Directory / Agents and real-time
jev-trader: a trade decision every block
Hype riskNot yet tested by usJev
The claim
Asks Jev for a buy or sell decision on every Monad block on a live market.
Our read
The code is real. What's missing is any evidence it makes money, and a fast classifier is not a trading edge. Treat it as a latency demo, not a strategy.
Hype risk: A high-stakes use with no evidence it works as implied.
Test status
We haven't reproduced this yet. When we do, measured accuracy, latency, and cost will appear here next to the claimed figures.
Related entries
Jev Ultrafast for Browser Use
Project by browser-use, added 16 Sep 2026
PlausibleNot yet tested by us
Jev picks both the browser operation and the page element in one request; a small LLM is only called when text needs typing.
JevAgents and real-time
One 50 ms pass vs. 23 LLM turns
Claim by X post, added 18 Sep 2026
UnverifiedNot yet tested by us
A 706K-parameter model fills a whole form in one 50 ms pass while an LLM agent needs 23 turns and 39.6 seconds.
Other modelAgents and real-time
jevchat, jev-leftpad, and jev-2048
Demo by Kyle Pena, Fatih Kadir Akın, Andy Gayton, added 20 Sep 2026
ToyNot yet tested by us
A chat model that picks one symbol at a time, left-pad as a Choice question, and Jev playing 2048.
JevAgents and real-time