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

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

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

Mistral

Mistral Small 4 (Reasoning)

Input
$0.15/M
Output
$0.6/M
Speed
TTFT
NVIDIA

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

Input
$0.2/M
Output
$0.6/M
Speed
138 tok/s
TTFT
0.53s

Winner by Category

Cheaper
Mistral Small 4 (Reasoning)
Faster (tok/s)
NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)
Lower Latency
Mistral Small 4 (Reasoning)
Benchmarks (7-4)
Mistral Small 4 (Reasoning)

Pricing Comparison

MetricMistral Small 4 (Reasoning)NVIDIA Nemotron Nano 12B v2 VL (Non-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 (Reasoning)$0.21
NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)$0.26

Speed Comparison

Output Speed (tokens/s) — higher is better
Mistral Small 4 (Reasoning)
NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)
138 tok/s
Time to First Token (seconds) — lower is better
Mistral Small 4 (Reasoning)
NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)
0.53s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
26.910.1
Coding Index
24.35.9
Math Index
26.7
GPQA Diamond
76.9%43.9%
MMLU-Pro
64.9%
LiveCodeBench
34.5%
AIME 2025
26.7%
MATH-500
Humanity's Last Exam
9.5%4.5%
SciCode
38.0%17.6%
IFBench
48.2%25.9%
TerminalBench
17.4%0.0%
Mistral Small 4 (Reasoning)7 wins
4 winsNVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)

Frequently Asked Questions

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

Mistral Small 4 (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?

Mistral Small 4 (Reasoning) wins 7 out of 12 benchmarks compared to 4 for NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning). 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 138 tok/s vs 0 tok/s. Mistral Small 4 (Reasoning) also has lower time-to-first-token (0.00s vs 0.53s).

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

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