# NVIDIA — NVIDIA Vera Rubin Maximizes Intelligence per Dollar for Post-Training Workloads — a Key Metric for Agentic AI

- Company: NVIDIA (nvidia.com)
- Announced: 2026-07-17T15:00:14+00:00
- Category: infrastructure-release
- Subject: AI platform
- Open weights: yes
- Models affected: Nemotron 3 Ultra, Nemotron 3 Super
- License: open weight
- Source: https://blogs.nvidia.com/blog/nvidia-vera-rubin-post-training-intelligence-per-dollar/
- Record: https://forck.live/items/1443-nvidia-vera-rubin-maximizes-intelligence-per-dollar-for-post-training

NVIDIA announces the Vera Rubin platform, codesigned to maximize intelligence per dollar for agentic post-training workloads, and highlights the Nemotron 3 Ultra model and NeMo libraries for post-training infrastructure.

## Evidence

Verbatim from https://blogs.nvidia.com/blog/nvidia-vera-rubin-post-training-intelligence-per-dollar/:

> The NVIDIA Vera Rubin platform extends the trajectory further, training the largest models with one-fourth the GPUs of the Blackwell generation. It was codesigned from end to end to maximize intelligence per dollar for the agentic post-training load

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