Compare/Qwen3.5 9B (Reasoning) vs NVIDIA Nemotron Nano 9B V2 (Non-reasoning)

Qwen3.5 9B (Reasoning)vsNVIDIA Nemotron Nano 9B V2 (Non-reasoning)

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

Alibaba

Qwen3.5 9B (Reasoning)

Input
$0.07/M
Output
$0.175/M
Speed
172 tok/s
TTFT
0.52s
NVIDIA

NVIDIA Nemotron Nano 9B V2 (Non-reasoning)

Input
$0.05/M
Output
$0.195/M
Speed
169 tok/s
TTFT
1.07s

Winner by Category

Cheaper
NVIDIA Nemotron Nano 9B V2 (Non-reasoning)
Faster (tok/s)
Qwen3.5 9B (Reasoning)
Lower Latency
Qwen3.5 9B (Reasoning)
Benchmarks (7-4)
Qwen3.5 9B (Reasoning)

Pricing Comparison

MetricQwen3.5 9B (Reasoning)NVIDIA Nemotron Nano 9B V2 (Non-reasoning)
Input ($/M tokens)$0.07$0.05
Output ($/M tokens)$0.175$0.195
Cost for 1M input + 100K output tokens:
Qwen3.5 9B (Reasoning)$0.09
NVIDIA Nemotron Nano 9B V2 (Non-reasoning)$0.07

Speed Comparison

Output Speed (tokens/s) — higher is better
Qwen3.5 9B (Reasoning)
172 tok/s
NVIDIA Nemotron Nano 9B V2 (Non-reasoning)
169 tok/s
Time to First Token (seconds) — lower is better
Qwen3.5 9B (Reasoning)
0.52s
NVIDIA Nemotron Nano 9B V2 (Non-reasoning)
1.07s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
32.413.2
Coding Index
25.37.5
Math Index
62.3
GPQA Diamond
80.6%55.7%
MMLU-Pro
73.9%
LiveCodeBench
70.1%
AIME 2025
62.3%
MATH-500
Humanity's Last Exam
13.3%4.0%
SciCode
27.5%20.9%
IFBench
66.7%27.1%
TerminalBench
24.2%0.8%
Qwen3.5 9B (Reasoning)7 wins
4 winsNVIDIA Nemotron Nano 9B V2 (Non-reasoning)

Frequently Asked Questions

Which is cheaper, Qwen3.5 9B (Reasoning) or NVIDIA Nemotron Nano 9B V2 (Non-reasoning)?

NVIDIA Nemotron Nano 9B V2 (Non-reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.09/M tokens vs $0.10/M for Qwen3.5 9B (Reasoning).

Which model performs better on benchmarks?

Qwen3.5 9B (Reasoning) wins 7 out of 12 benchmarks compared to 4 for NVIDIA Nemotron Nano 9B V2 (Non-reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Qwen3.5 9B (Reasoning) generates tokens faster at 172 tok/s vs 169 tok/s. Qwen3.5 9B (Reasoning) also has lower time-to-first-token (0.52s vs 1.07s).

When should I use Qwen3.5 9B (Reasoning) vs NVIDIA Nemotron Nano 9B V2 (Non-reasoning)?

Choose based on your priorities: NVIDIA Nemotron Nano 9B V2 (Non-reasoning) for lower cost, Qwen3.5 9B (Reasoning) for stronger benchmark performance, and Qwen3.5 9B (Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.