Compare/Ministral 3 8B vs Qwen3.5 4B (Non-reasoning)

Ministral 3 8BvsQwen3.5 4B (Non-reasoning)

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

Mistral

Ministral 3 8B

Input
$0.15/M
Output
$0.15/M
Speed
176 tok/s
TTFT
0.31s
Alibaba

Qwen3.5 4B (Non-reasoning)

Input
$0.03/M
Output
$0.15/M
Speed
220 tok/s
TTFT
0.26s

Winner by Category

Cheaper
Qwen3.5 4B (Non-reasoning)
Faster (tok/s)
Qwen3.5 4B (Non-reasoning)
Lower Latency
Qwen3.5 4B (Non-reasoning)
Benchmarks (5-6)
Qwen3.5 4B (Non-reasoning)

Pricing Comparison

MetricMinistral 3 8BQwen3.5 4B (Non-reasoning)
Input ($/M tokens)$0.15$0.03
Output ($/M tokens)$0.15$0.15
Cost for 1M input + 100K output tokens:
Ministral 3 8B$0.16
Qwen3.5 4B (Non-reasoning)$0.04

Speed Comparison

Output Speed (tokens/s) — higher is better
Ministral 3 8B
176 tok/s
Qwen3.5 4B (Non-reasoning)
220 tok/s
Time to First Token (seconds) — lower is better
Ministral 3 8B
0.31s
Qwen3.5 4B (Non-reasoning)
0.26s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
14.822.6
Coding Index
10.013.7
Math Index
31.7
GPQA Diamond
47.1%71.2%
MMLU-Pro
64.2%
LiveCodeBench
30.3%
AIME 2025
31.7%
MATH-500
Humanity's Last Exam
4.3%7.5%
SciCode
20.8%18.3%
IFBench
29.1%33.3%
TerminalBench
4.5%11.4%
Ministral 3 8B5 wins
6 winsQwen3.5 4B (Non-reasoning)

Frequently Asked Questions

Which is cheaper, Ministral 3 8B or Qwen3.5 4B (Non-reasoning)?

Qwen3.5 4B (Non-reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.06/M tokens vs $0.15/M for Ministral 3 8B.

Which model performs better on benchmarks?

Qwen3.5 4B (Non-reasoning) wins 6 out of 12 benchmarks compared to 5 for Ministral 3 8B. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Qwen3.5 4B (Non-reasoning) generates tokens faster at 220 tok/s vs 176 tok/s. However, Qwen3.5 4B (Non-reasoning) has lower time-to-first-token (0.26s vs 0.31s).

When should I use Ministral 3 8B vs Qwen3.5 4B (Non-reasoning)?

Choose based on your priorities: Qwen3.5 4B (Non-reasoning) for lower cost, Qwen3.5 4B (Non-reasoning) for stronger benchmark performance, and Qwen3.5 4B (Non-reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.