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Jev inside a security pipeline (X)

Reports using Jev in place of smaller models on a security pipeline, citing over 5x lower cost, faster responses, and much higher accuracy.

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5x lowerthis model does it over 5x cheaper, faster and while maintaining much higher accuracyx.com

Greg Pstrucha shared results from running Jev on one of his team’s security pipelines. The team already used smaller, less capable models there to keep the pipeline economical, and he reports that Jev does the job over five times cheaper, faster, and with much higher accuracy.

He does not name the pipeline’s task, the model it was compared against, or how accuracy was measured, so the numbers are his own comparison rather than a published benchmark. He says he does not usually get excited about new model releases, but this one impressed him.

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