7900 XTX Owners Eye 48GB VRAM

The jump from 24GB to 48GB is less about raw speed and more about escaping model-size compromises. For coding agents, that often matters more than squeezing a few extra tokens per second.

• –Users in the thread say the extra VRAM makes higher-quant models noticeably better, especially moving from q4/q5 toward q8
• –More headroom also lets you keep additional lightweight models around and helps with MoE offload
• –For coding workloads, the bigger win is fitting larger Qwen-class models with less compromise on quality and context
• –The downside is operational: dual AMD GPUs can be finicky under ROCm and llama.cpp, so the upgrade can buy capability at the cost of stability work
• –This is most compelling if you already know you want to stay local and can tolerate more systems tuning than with a single-card setup