The benchmarks show it is on par or worse than even older LLM models.

* With jev-sec-bench the confidence numbers reached roughly the same as Qwen2.5-7b-instruct (confidence was off by about 6% on average in both cases).

* On the OpenRouter Banking 77 benchmark Jev did the worst out of all the models, being about 25 points off from reality.

I also think the fact that Jev hasn't published any real papers or actual technical details should make people a bit more skeptical than they have been.