AI Agents Are Moving Onto the Device: What NVIDIA's New Edge Benchmark Numbers Actually Tell a Business — illustration
AI & Agents

AI Agents Are Moving Onto the Device: What NVIDIA’s New Edge Benchmark Numbers Actually Tell a Business

NVIDIA’s TensorRT Edge-LLM ran an agentic benchmark on a single Jetson AGX Thor board in 24 minutes and 36 seconds, versus 2 hours 37 minutes for the llama.cpp reference. Here is what that gap means for teams deciding where agents should run — and what to verify before you commit.