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NVIDIA Nemotron Nano 12B v2 VL (Reasoning) vs Qwen3 VL 8B Instruct

NVIDIA vs Alibaba — side-by-side benchmark comparison

NVIDIA Nemotron Nano 12B v2 VL (Reasoning)Qwen3 VL 8B Instruct
Intelligence Index14.914.3
Coding Index11.77.3
Math Index75.027.3
Output speed (tok/s)0.0143.8
Blended price ($/1M)$0.30$0.31
Time to first token (s)0.00s0.93s
aime
aime 2575.0%27.3%
artificial analysis coding index11.707.30
artificial analysis intelligence index14.9014.30
artificial analysis math index75.0027.30
gpqa57.2%42.7%
hle5.3%2.9%
ifbench31.9%32.3%
lcr40.0%15.3%
livecodebench69.4%33.2%
math 500
mmlu pro75.9%68.6%
scicode26.2%17.4%
tau221.3%29.2%
terminalbench hard4.5%2.3%

Benchmark data from Artificial Analysis.