Compare/NVIDIA Nemotron 3 Super 120B A12B (Reasoning) vs Qwen3 VL 30B A3B (Reasoning)

NVIDIA Nemotron 3 Super 120B A12B (Reasoning)vsQwen3 VL 30B A3B (Reasoning)

Side-by-side comparison of pricing, 12 benchmarks, and generation speed.

NVIDIA

NVIDIA Nemotron 3 Super 120B A12B (Reasoning)

Input
$0.3/M
Output
$0.75/M
Speed
164 tok/s
TTFT
0.95s
Alibaba

Qwen3 VL 30B A3B (Reasoning)

Input
$0.2/M
Output
$0.75/M
Speed
126 tok/s
TTFT
1.08s

Winner by Category

Cheaper
Qwen3 VL 30B A3B (Reasoning)
Faster (tok/s)
NVIDIA Nemotron 3 Super 120B A12B (Reasoning)
Lower Latency
NVIDIA Nemotron 3 Super 120B A12B (Reasoning)
Benchmarks (7-4)
NVIDIA Nemotron 3 Super 120B A12B (Reasoning)

Pricing Comparison

MetricNVIDIA Nemotron 3 Super 120B A12B (Reasoning)Qwen3 VL 30B A3B (Reasoning)
Input ($/M tokens)$0.3$0.2
Output ($/M tokens)$0.75$0.75
Cost for 1M input + 100K output tokens:
NVIDIA Nemotron 3 Super 120B A12B (Reasoning)$0.38
Qwen3 VL 30B A3B (Reasoning)$0.28

Speed Comparison

Output Speed (tokens/s) — higher is better
NVIDIA Nemotron 3 Super 120B A12B (Reasoning)
164 tok/s
Qwen3 VL 30B A3B (Reasoning)
126 tok/s
Time to First Token (seconds) — lower is better
NVIDIA Nemotron 3 Super 120B A12B (Reasoning)
0.95s
Qwen3 VL 30B A3B (Reasoning)
1.08s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
36.019.7
Coding Index
31.213.1
Math Index
82.3
GPQA Diamond
80.0%72.0%
MMLU-Pro
80.7%
LiveCodeBench
69.7%
AIME 2025
82.3%
MATH-500
Humanity's Last Exam
19.2%8.7%
SciCode
36.0%28.8%
IFBench
71.5%45.1%
TerminalBench
28.8%5.3%
NVIDIA Nemotron 3 Super 120B A12B (Reasoning)7 wins
4 winsQwen3 VL 30B A3B (Reasoning)

Frequently Asked Questions

Which is cheaper, NVIDIA Nemotron 3 Super 120B A12B (Reasoning) or Qwen3 VL 30B A3B (Reasoning)?

Qwen3 VL 30B A3B (Reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.34/M tokens vs $0.41/M for NVIDIA Nemotron 3 Super 120B A12B (Reasoning).

Which model performs better on benchmarks?

NVIDIA Nemotron 3 Super 120B A12B (Reasoning) wins 7 out of 12 benchmarks compared to 4 for Qwen3 VL 30B A3B (Reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

NVIDIA Nemotron 3 Super 120B A12B (Reasoning) generates tokens faster at 164 tok/s vs 126 tok/s. NVIDIA Nemotron 3 Super 120B A12B (Reasoning) also has lower time-to-first-token (0.95s vs 1.08s).

When should I use NVIDIA Nemotron 3 Super 120B A12B (Reasoning) vs Qwen3 VL 30B A3B (Reasoning)?

Choose based on your priorities: Qwen3 VL 30B A3B (Reasoning) for lower cost, NVIDIA Nemotron 3 Super 120B A12B (Reasoning) for stronger benchmark performance, and NVIDIA Nemotron 3 Super 120B A12B (Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.