Compare/Qwen3 4B (Non-reasoning) vs DeepSeek V3.2 Exp (Non-reasoning)

Qwen3 4B (Non-reasoning)vsDeepSeek V3.2 Exp (Non-reasoning)

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

Alibaba

Qwen3 4B (Non-reasoning)

Input
$0.11/M
Output
$0.42/M
Speed
105 tok/s
TTFT
0.93s
DeepSeek

DeepSeek V3.2 Exp (Non-reasoning)

Input
$0.28/M
Output
$0.42/M
Speed
33 tok/s
TTFT
1.29s

Winner by Category

Cheaper
Qwen3 4B (Non-reasoning)
Faster (tok/s)
Qwen3 4B (Non-reasoning)
Lower Latency
Qwen3 4B (Non-reasoning)
Benchmarks (1-11)
DeepSeek V3.2 Exp (Non-reasoning)

Pricing Comparison

MetricQwen3 4B (Non-reasoning)DeepSeek V3.2 Exp (Non-reasoning)
Input ($/M tokens)$0.11$0.28
Output ($/M tokens)$0.42$0.42
Cost for 1M input + 100K output tokens:
Qwen3 4B (Non-reasoning)$0.15
DeepSeek V3.2 Exp (Non-reasoning)$0.32

Speed Comparison

Output Speed (tokens/s) — higher is better
Qwen3 4B (Non-reasoning)
105 tok/s
DeepSeek V3.2 Exp (Non-reasoning)
33 tok/s
Time to First Token (seconds) — lower is better
Qwen3 4B (Non-reasoning)
0.93s
DeepSeek V3.2 Exp (Non-reasoning)
1.29s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
12.528.4
Coding Index
30.0
Math Index
57.7
GPQA Diamond
39.8%73.8%
MMLU-Pro
58.6%83.6%
LiveCodeBench
23.3%55.4%
AIME 2025
57.7%
MATH-500
84.3%
Humanity's Last Exam
3.7%8.6%
SciCode
16.7%39.9%
IFBench
43.1%
TerminalBench
25.0%
Qwen3 4B (Non-reasoning)1 wins
11 winsDeepSeek V3.2 Exp (Non-reasoning)

Frequently Asked Questions

Which is cheaper, Qwen3 4B (Non-reasoning) or DeepSeek V3.2 Exp (Non-reasoning)?

Qwen3 4B (Non-reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.19/M tokens vs $0.32/M for DeepSeek V3.2 Exp (Non-reasoning).

Which model performs better on benchmarks?

DeepSeek V3.2 Exp (Non-reasoning) wins 11 out of 12 benchmarks compared to 1 for Qwen3 4B (Non-reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Qwen3 4B (Non-reasoning) generates tokens faster at 105 tok/s vs 33 tok/s. Qwen3 4B (Non-reasoning) also has lower time-to-first-token (0.93s vs 1.29s).

When should I use Qwen3 4B (Non-reasoning) vs DeepSeek V3.2 Exp (Non-reasoning)?

Choose based on your priorities: Qwen3 4B (Non-reasoning) for lower cost, DeepSeek V3.2 Exp (Non-reasoning) for stronger benchmark performance, and Qwen3 4B (Non-reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.