Compare/Gemma 3 4B Instruct vs Qwen3.5 2B (Non-reasoning)

Gemma 3 4B InstructvsQwen3.5 2B (Non-reasoning)

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

Google

Gemma 3 4B Instruct

Input
$0.04/M
Output
$0.08/M
Speed
TTFT
Alibaba

Qwen3.5 2B (Non-reasoning)

Input
$0.02/M
Output
$0.1/M
Speed
329 tok/s
TTFT
0.24s

Winner by Category

Cheaper
Qwen3.5 2B (Non-reasoning)
Faster (tok/s)
Qwen3.5 2B (Non-reasoning)
Lower Latency
Gemma 3 4B Instruct
Benchmarks (7-5)
Gemma 3 4B Instruct

Pricing Comparison

MetricGemma 3 4B InstructQwen3.5 2B (Non-reasoning)
Input ($/M tokens)$0.04$0.02
Output ($/M tokens)$0.08$0.1
Cost for 1M input + 100K output tokens:
Gemma 3 4B Instruct$0.05
Qwen3.5 2B (Non-reasoning)$0.03

Speed Comparison

Output Speed (tokens/s) — higher is better
Gemma 3 4B Instruct
Qwen3.5 2B (Non-reasoning)
329 tok/s
Time to First Token (seconds) — lower is better
Gemma 3 4B Instruct
Qwen3.5 2B (Non-reasoning)
0.24s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
6.314.7
Coding Index
2.94.9
Math Index
12.7
GPQA Diamond
29.1%43.8%
MMLU-Pro
41.7%
LiveCodeBench
11.2%
AIME 2025
12.7%
MATH-500
76.6%
Humanity's Last Exam
5.2%4.9%
SciCode
7.3%7.2%
IFBench
28.3%29.1%
TerminalBench
0.8%3.8%
Gemma 3 4B Instruct7 wins
5 winsQwen3.5 2B (Non-reasoning)

Frequently Asked Questions

Which is cheaper, Gemma 3 4B Instruct or Qwen3.5 2B (Non-reasoning)?

Qwen3.5 2B (Non-reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.04/M tokens vs $0.05/M for Gemma 3 4B Instruct.

Which model performs better on benchmarks?

Gemma 3 4B Instruct wins 7 out of 12 benchmarks compared to 5 for Qwen3.5 2B (Non-reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Qwen3.5 2B (Non-reasoning) generates tokens faster at 329 tok/s vs 0 tok/s. Gemma 3 4B Instruct also has lower time-to-first-token (0.00s vs 0.24s).

When should I use Gemma 3 4B Instruct vs Qwen3.5 2B (Non-reasoning)?

Choose based on your priorities: Qwen3.5 2B (Non-reasoning) for lower cost, Gemma 3 4B Instruct for stronger benchmark performance, and Qwen3.5 2B (Non-reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.