Compare/Qwen3 0.6B (Non-reasoning) vs Gemma 4 26B A4B (Reasoning)

Qwen3 0.6B (Non-reasoning)vsGemma 4 26B A4B (Reasoning)

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

Alibaba

Qwen3 0.6B (Non-reasoning)

Input
$0.11/M
Output
$0.42/M
Speed
187 tok/s
TTFT
0.85s
Google

Gemma 4 26B A4B (Reasoning)

Input
$0.13/M
Output
$0.4/M
Speed
TTFT

Winner by Category

Cheaper
Qwen3 0.6B (Non-reasoning)
Faster (tok/s)
Qwen3 0.6B (Non-reasoning)
Lower Latency
Gemma 4 26B A4B (Reasoning)
Benchmarks (5-7)
Gemma 4 26B A4B (Reasoning)

Pricing Comparison

MetricQwen3 0.6B (Non-reasoning)Gemma 4 26B A4B (Reasoning)
Input ($/M tokens)$0.11$0.13
Output ($/M tokens)$0.42$0.4
Cost for 1M input + 100K output tokens:
Qwen3 0.6B (Non-reasoning)$0.15
Gemma 4 26B A4B (Reasoning)$0.17

Speed Comparison

Output Speed (tokens/s) — higher is better
Qwen3 0.6B (Non-reasoning)
187 tok/s
Gemma 4 26B A4B (Reasoning)
Time to First Token (seconds) — lower is better
Qwen3 0.6B (Non-reasoning)
0.85s
Gemma 4 26B A4B (Reasoning)

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
5.731.2
Coding Index
1.422.4
Math Index
10.3
GPQA Diamond
23.1%79.2%
MMLU-Pro
23.1%
LiveCodeBench
7.3%
AIME 2025
10.3%
MATH-500
52.1%
Humanity's Last Exam
5.2%18.3%
SciCode
4.1%40.0%
IFBench
21.9%72.4%
TerminalBench
0.0%13.6%
Qwen3 0.6B (Non-reasoning)5 wins
7 winsGemma 4 26B A4B (Reasoning)

Frequently Asked Questions

Which is cheaper, Qwen3 0.6B (Non-reasoning) or Gemma 4 26B A4B (Reasoning)?

Qwen3 0.6B (Non-reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.19/M tokens vs $0.20/M for Gemma 4 26B A4B (Reasoning).

Which model performs better on benchmarks?

Gemma 4 26B A4B (Reasoning) wins 7 out of 12 benchmarks compared to 5 for Qwen3 0.6B (Non-reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Qwen3 0.6B (Non-reasoning) generates tokens faster at 187 tok/s vs 0 tok/s. However, Gemma 4 26B A4B (Reasoning) has lower time-to-first-token (0.00s vs 0.85s).

When should I use Qwen3 0.6B (Non-reasoning) vs Gemma 4 26B A4B (Reasoning)?

Choose based on your priorities: Qwen3 0.6B (Non-reasoning) for lower cost, Gemma 4 26B A4B (Reasoning) for stronger benchmark performance, and Qwen3 0.6B (Non-reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.