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Jev: New frontier model 40-400x cheaper and 20-200x faster

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Hacker News | Sep 15, 2026 | albelfio

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Jev achieves similar levels of intelligence on System One tasks compared to existing LLMs, while being two orders of magnitude faster and more efficient. While Jev gives up string generation, it’s optimized for structured outputs and can’t hallucinate. Calibrated: higher confidence means higher accuracy.

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