Compare/Mistral Small 4 (Non-reasoning) vs NVIDIA Nemotron Nano 12B v2 VL (Reasoning)

Mistral Small 4 (Non-reasoning)vsNVIDIA Nemotron Nano 12B v2 VL (Reasoning)

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

Mistral

Mistral Small 4 (Non-reasoning)

Input
$0.15/M
Output
$0.6/M
Speed
159 tok/s
TTFT
0.41s
NVIDIA

NVIDIA Nemotron Nano 12B v2 VL (Reasoning)

Input
$0.2/M
Output
$0.6/M
Speed
132 tok/s
TTFT
0.23s

Winner by Category

Cheaper
Mistral Small 4 (Non-reasoning)
Faster (tok/s)
Mistral Small 4 (Non-reasoning)
Lower Latency
NVIDIA Nemotron Nano 12B v2 VL (Reasoning)
Benchmarks (5-6)
NVIDIA Nemotron Nano 12B v2 VL (Reasoning)

Pricing Comparison

MetricMistral Small 4 (Non-reasoning)NVIDIA Nemotron Nano 12B v2 VL (Reasoning)
Input ($/M tokens)$0.15$0.2
Output ($/M tokens)$0.6$0.6
Cost for 1M input + 100K output tokens:
Mistral Small 4 (Non-reasoning)$0.21
NVIDIA Nemotron Nano 12B v2 VL (Reasoning)$0.26

Speed Comparison

Output Speed (tokens/s) — higher is better
Mistral Small 4 (Non-reasoning)
159 tok/s
NVIDIA Nemotron Nano 12B v2 VL (Reasoning)
132 tok/s
Time to First Token (seconds) — lower is better
Mistral Small 4 (Non-reasoning)
0.41s
NVIDIA Nemotron Nano 12B v2 VL (Reasoning)
0.23s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
18.614.9
Coding Index
16.411.8
Math Index
75.0
GPQA Diamond
57.1%57.2%
MMLU-Pro
75.9%
LiveCodeBench
69.4%
AIME 2025
75.0%
MATH-500
Humanity's Last Exam
3.7%5.3%
SciCode
28.1%26.2%
IFBench
32.8%31.9%
TerminalBench
10.6%4.5%
Mistral Small 4 (Non-reasoning)5 wins
6 winsNVIDIA Nemotron Nano 12B v2 VL (Reasoning)

Frequently Asked Questions

Which is cheaper, Mistral Small 4 (Non-reasoning) or NVIDIA Nemotron Nano 12B v2 VL (Reasoning)?

Mistral Small 4 (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 (Reasoning).

Which model performs better on benchmarks?

NVIDIA Nemotron Nano 12B v2 VL (Reasoning) wins 6 out of 12 benchmarks compared to 5 for Mistral Small 4 (Non-reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Mistral Small 4 (Non-reasoning) generates tokens faster at 159 tok/s vs 132 tok/s. However, NVIDIA Nemotron Nano 12B v2 VL (Reasoning) has lower time-to-first-token (0.23s vs 0.41s).

When should I use Mistral Small 4 (Non-reasoning) vs NVIDIA Nemotron Nano 12B v2 VL (Reasoning)?

Choose based on your priorities: Mistral Small 4 (Non-reasoning) for lower cost, NVIDIA Nemotron Nano 12B v2 VL (Reasoning) for stronger benchmark performance, and Mistral Small 4 (Non-reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.