Compare/Qwen3 30B A3B (Reasoning) vs DeepSeek V3.2 Exp (Non-reasoning)

Qwen3 30B A3B (Reasoning)vsDeepSeek V3.2 Exp (Non-reasoning)

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

Alibaba

Qwen3 30B A3B (Reasoning)

Input
$0.09/M
Output
$0.45/M
Speed
67 tok/s
TTFT
1.15s
DeepSeek

DeepSeek V3.2 Exp (Non-reasoning)

Input
$0.275/M
Output
$0.415/M
Speed
TTFT

Winner by Category

Cheaper
Qwen3 30B A3B (Reasoning)
Faster (tok/s)
Qwen3 30B A3B (Reasoning)
Lower Latency
DeepSeek V3.2 Exp (Non-reasoning)
Benchmarks (3-9)
DeepSeek V3.2 Exp (Non-reasoning)

Pricing Comparison

MetricQwen3 30B A3B (Reasoning)DeepSeek V3.2 Exp (Non-reasoning)
Input ($/M tokens)$0.09$0.275
Output ($/M tokens)$0.45$0.415
Cost for 1M input + 100K output tokens:
Qwen3 30B A3B (Reasoning)$0.14
DeepSeek V3.2 Exp (Non-reasoning)$0.32

Speed Comparison

Output Speed (tokens/s) — higher is better
Qwen3 30B A3B (Reasoning)
67 tok/s
DeepSeek V3.2 Exp (Non-reasoning)
Time to First Token (seconds) — lower is better
Qwen3 30B A3B (Reasoning)
1.15s
DeepSeek V3.2 Exp (Non-reasoning)

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
15.328.4
Coding Index
11.030.0
Math Index
72.357.7
GPQA Diamond
61.6%73.8%
MMLU-Pro
77.7%83.6%
LiveCodeBench
50.6%55.4%
AIME 2025
72.3%57.7%
MATH-500
95.9%
Humanity's Last Exam
6.6%8.6%
SciCode
28.5%39.9%
IFBench
41.5%43.1%
TerminalBench
2.3%25.0%
Qwen3 30B A3B (Reasoning)3 wins
9 winsDeepSeek V3.2 Exp (Non-reasoning)

Frequently Asked Questions

Which is cheaper, Qwen3 30B A3B (Reasoning) or DeepSeek V3.2 Exp (Non-reasoning)?

Qwen3 30B A3B (Reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.18/M tokens vs $0.31/M for DeepSeek V3.2 Exp (Non-reasoning).

Which model performs better on benchmarks?

DeepSeek V3.2 Exp (Non-reasoning) wins 9 out of 12 benchmarks compared to 3 for Qwen3 30B A3B (Reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Qwen3 30B A3B (Reasoning) generates tokens faster at 67 tok/s vs 0 tok/s. However, DeepSeek V3.2 Exp (Non-reasoning) has lower time-to-first-token (0.00s vs 1.15s).

When should I use Qwen3 30B A3B (Reasoning) vs DeepSeek V3.2 Exp (Non-reasoning)?

Choose based on your priorities: Qwen3 30B A3B (Reasoning) for lower cost, DeepSeek V3.2 Exp (Non-reasoning) for stronger benchmark performance, and Qwen3 30B A3B (Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.