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Artificial Intelligence

Choosing Between Enterprise GPUs for Local AI: V620 vs MI50 vs V100

A Reddit user weighs three 32GB enterprise cards for ComfyUI and llama.cpp workloads

/u/Brave_Load7620•July 4, 2026•1 min read•r/LocalLLaMA
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A Reddit user on r/LocalLLaMA is asking the community to help choose between three enterprise GPUs — the AMD Instinct V620, MI50, and NVIDIA V100 — all in 32GB configurations. The user currently runs a Radeon 7900 XT alongside a Ryzen 7900X on an MSI X670E motherboard with 32GB of DDR5-6000 memory, using the setup for ComfyUI workflows including LTX Video 2.3 and Flux models, plus llama.cpp inference with Gemma 4 26B at Q5 quantization.

The goal is to offload all AI workloads to the new card, leaving the 7900 XT dedicated to gaming. This reflects a growing trend among enthusiasts building heterogeneous systems that separate consumer and compute GPUs. Each candidate brings different trade-offs: the V100 offers mature CUDA ecosystem support but aging Volta architecture; the MI50 provides ROCm compatibility and FP16 throughput; the V620 sits as a lesser-known option with limited community documentation.

Windows 11 support varies significantly across these cards, with driver maturity and software stack compatibility likely determining real-world performance more than raw specifications. The user's request for benchmarks highlights a persistent gap in accessible, comparative data for enterprise hardware repurposed for local AI.

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Which of these three enterprise GPUs would you pick for a mixed ComfyUI and llama.cpp workload, and why?

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#LocalAI#GPU#LLM#ComfyUI#Hardware

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