Compare/Gemma 3 12B Instruct vs Qwen3 30B A3B (Non-reasoning)

Gemma 3 12B InstructvsQwen3 30B A3B (Non-reasoning)

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

Google

Gemma 3 12B Instruct

Input
$0.09/M
Output
$0.29/M
Speed
TTFT
Alibaba

Qwen3 30B A3B (Non-reasoning)

Input
$0.08/M
Output
$0.29/M
Speed
66 tok/s
TTFT
1.30s

Winner by Category

Cheaper
Qwen3 30B A3B (Non-reasoning)
Faster (tok/s)
Qwen3 30B A3B (Non-reasoning)
Lower Latency
Gemma 3 12B Instruct
Benchmarks (2-10)
Qwen3 30B A3B (Non-reasoning)

Pricing Comparison

MetricGemma 3 12B InstructQwen3 30B A3B (Non-reasoning)
Input ($/M tokens)$0.09$0.08
Output ($/M tokens)$0.29$0.29
Cost for 1M input + 100K output tokens:
Gemma 3 12B Instruct$0.12
Qwen3 30B A3B (Non-reasoning)$0.11

Speed Comparison

Output Speed (tokens/s) — higher is better
Gemma 3 12B Instruct
Qwen3 30B A3B (Non-reasoning)
66 tok/s
Time to First Token (seconds) — lower is better
Gemma 3 12B Instruct
Qwen3 30B A3B (Non-reasoning)
1.30s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
8.812.5
Coding Index
6.313.3
Math Index
18.321.7
GPQA Diamond
34.9%51.5%
MMLU-Pro
59.5%71.0%
LiveCodeBench
13.7%32.2%
AIME 2025
18.3%21.7%
MATH-500
85.3%86.3%
Humanity's Last Exam
4.8%4.6%
SciCode
17.4%26.4%
IFBench
36.7%31.9%
TerminalBench
0.8%6.8%
Gemma 3 12B Instruct2 wins
10 winsQwen3 30B A3B (Non-reasoning)

Frequently Asked Questions

Which is cheaper, Gemma 3 12B Instruct or Qwen3 30B A3B (Non-reasoning)?

Qwen3 30B A3B (Non-reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.13/M tokens vs $0.14/M for Gemma 3 12B Instruct.

Which model performs better on benchmarks?

Qwen3 30B A3B (Non-reasoning) wins 10 out of 12 benchmarks compared to 2 for Gemma 3 12B Instruct. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Qwen3 30B A3B (Non-reasoning) generates tokens faster at 66 tok/s vs 0 tok/s. Gemma 3 12B Instruct also has lower time-to-first-token (0.00s vs 1.30s).

When should I use Gemma 3 12B Instruct vs Qwen3 30B A3B (Non-reasoning)?

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