A user benchmarked 15+ large language models on a consumer-grade system to determine the concurrency limits of an RTX 5060 with 8GB VRAM. The goal was to explore whether a "gaming" or workstation PC could feasibly drive a high-agent-count game or simulation. The results reveal the practical boundaries of running multiple LLM instances simultaneously on mid-range consumer hardware.