Llama 4

Open-Source LLMs Match GPT-5; Local Deployment ROI Drops to Two Months

NVIDIA's 748GB VRAM workstation and DeepSeek-V3/Qwen3 matching GPT-5 cut local LLM payback to two months. Hybrid is becoming the default architecture.