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Nvidia Nemotron Passes Agentic Chip Design Tasks at 97.1% Rate, Best of Open Models

aiai-modelingai-research-evalsai-open-models 3 posts · 3 accounts

Nvidia’s Nemotron 3 Ultra model achieved a 97.1% pass rate on RTL coding tasks for chip design, outperforming other open-weight models on the tested metrics.

The system iteratively writes code to define logic, runs it through a simulator to identify failures, and rewrites the output. Nvidia tested the process across nine categories of real-world design work, averaging 6,629 tokens per iteration.

From the sources (3 posts)

@nvidiaai

We tested Nemotron 3 Ultra on agentic chip design. The task is RTL coding: a model iteratively writes the code that defines a chip's logic, runs it through a simulator, reads the failures, and rewrites. Across nine categories of real de

@ctnzr

RT @NVIDIAAI: We tested Nemotron 3 Ultra on agentic chip design. The task is RTL coding: a model iteratively writes the code that defines…

@josephjacks_

RT @NVIDIAAI: We tested Nemotron 3 Ultra on agentic chip design. The task is RTL coding: a model iteratively writes the code that defines…

Preview built on a synthetic news corpus (16 weeks, Apr–Jul 2026). Impact calls are model reads, not price data.

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