Compare/Qwen3 32B (Non-reasoning) vs NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)

Qwen3 32B (Non-reasoning)vsNVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)

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

Alibaba

Qwen3 32B (Non-reasoning)

Input
$0.15/M
Output
$0.59/M
Speed
102 tok/s
TTFT
1.10s
NVIDIA

NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)

Input
$0.2/M
Output
$0.6/M
Speed
230 tok/s
TTFT
0.63s

Winner by Category

Cheaper
Qwen3 32B (Non-reasoning)
Faster (tok/s)
NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)
Lower Latency
NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)
Benchmarks (6-6)
Tie

Pricing Comparison

MetricQwen3 32B (Non-reasoning)NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)
Input ($/M tokens)$0.15$0.2
Output ($/M tokens)$0.59$0.6
Cost for 1M input + 100K output tokens:
Qwen3 32B (Non-reasoning)$0.21
NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)$0.26

Speed Comparison

Output Speed (tokens/s) — higher is better
Qwen3 32B (Non-reasoning)
102 tok/s
NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)
230 tok/s
Time to First Token (seconds) — lower is better
Qwen3 32B (Non-reasoning)
1.10s
NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)
0.63s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
14.510.1
Coding Index
5.9
Math Index
19.726.7
GPQA Diamond
53.5%43.9%
MMLU-Pro
72.7%64.9%
LiveCodeBench
28.8%34.5%
AIME 2025
19.7%26.7%
MATH-500
86.9%
Humanity's Last Exam
4.3%4.5%
SciCode
28.0%17.6%
IFBench
31.5%25.9%
TerminalBench
0.0%
Qwen3 32B (Non-reasoning)6 wins
6 winsNVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)

Frequently Asked Questions

Which is cheaper, Qwen3 32B (Non-reasoning) or NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)?

Qwen3 32B (Non-reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.26/M tokens vs $0.30/M for NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning).

Which model performs better on benchmarks?

It's a tie — both models win 6 benchmarks each across 12 evaluated categories. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning) generates tokens faster at 230 tok/s vs 102 tok/s. However, NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning) has lower time-to-first-token (0.63s vs 1.10s).

When should I use Qwen3 32B (Non-reasoning) vs NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)?

Choose based on your priorities: Qwen3 32B (Non-reasoning) for lower cost, both perform similarly on benchmarks, and NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.