The BuildJune 12, 2026via NVIDIA Blog
NVIDIA Blackwell Leads on First Agentic AI Infrastructure Benchmark
Why it matters
NVIDIA establishes performance dominance in emerging agentic AI infrastructure category via first industry benchmark, signaling a shift in how enterprises will evaluate compute for agent workloads vs. traditional LLM inference.
Key signals
- AgentPerf: first industry agentic AI benchmark from Artificial Analysis
- NVIDIA Blackwell Ultra NVL72 leads benchmark results
- 20x more agents per megawatt vs. prior generation
- Benchmark enables comparison across developers, enterprises, infrastructure providers
- Agentic AI workloads emerging as distinct infrastructure category
The hook
20x more agents per megawatt. NVIDIA's Blackwell just reset the infrastructure baseline for agentic AI.
AgentPerf from Artificial Analysis, the industry’s first agentic AI benchmark, gives developers, enterprises and infrastructure providers a clear way to compare systems for agentic AI. In the first round of published results, the NVIDIA Blackwell Ultra NVL72 platform delivers leading performance across the agentic AI workloads tested, running 20x more agents per megawatt than NVIDIA […]