Model Spend Arena2ND ED.
120B · MoE · 262,144 ctx · 2026-10-10

Nemotron 3 Super 120B

Runs on — · Hugging Face ↗

vLLMllama.cpp

AA coding index 37.7 (Artificial Analysis, frozen since 2026-09-11)

NVIDIA's 120B-total MoE (~12B active) — the best measured model in the 80 GB tier, tuned to run well on NVIDIA's own stack.

Sizes on disk

Real GGUF file sizes = weight VRAM.

QuantizationSize
IQ1_M52.7 GB
IQ2_XXS52.7 GB
IQ2_M52.7 GB
Q2_K_XL54.7 GB
IQ3_S56.6 GB
IQ3_XXS56.6 GB
Q3_K_M61.7 GB
Q3_K_S61.7 GB
Q3_K_XL62.6 GB
IQ4_NL64.5 GB
IQ4_XS64.5 GB
Q4_K_S79.0 GB
MXFP482.1 GB
Q4_K_M82.5 GB
Q4_K_XL83.8 GB
Q5_K_S89.7 GB
Q5_K_M107.3 GB
Q5_K_XL107.6 GB
Q6_K114.8 GB
Q6_K_XL117.9 GB
Q8_0128.5 GB
Q8_K_XL132.5 GB
BF16241.5 GB

Config tips

~79 GB at Q4 — a single 80 GB card or a 2-GPU split. vLLM / TensorRT-LLM give the best throughput on NVIDIA hardware.