Compare/Gemma 3n E4B Instruct vs Qwen3.5 2B (Non-reasoning)

Gemma 3n E4B InstructvsQwen3.5 2B (Non-reasoning)

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

Google

Gemma 3n E4B Instruct

Input
$0.02/M
Output
$0.04/M
Speed
30 tok/s
TTFT
0.28s
Alibaba

Qwen3.5 2B (Non-reasoning)

Input
$0.02/M
Output
$0.1/M
Speed
272 tok/s
TTFT
0.54s

Winner by Category

Cheaper
Gemma 3n E4B Instruct
Faster (tok/s)
Qwen3.5 2B (Non-reasoning)
Lower Latency
Gemma 3n E4B Instruct
Benchmarks (6-6)
Tie

Pricing Comparison

MetricGemma 3n E4B InstructQwen3.5 2B (Non-reasoning)
Input ($/M tokens)$0.02$0.02
Output ($/M tokens)$0.04$0.1
Cost for 1M input + 100K output tokens:
Gemma 3n E4B Instruct$0.02
Qwen3.5 2B (Non-reasoning)$0.03

Speed Comparison

Output Speed (tokens/s) — higher is better
Gemma 3n E4B Instruct
30 tok/s
Qwen3.5 2B (Non-reasoning)
272 tok/s
Time to First Token (seconds) — lower is better
Gemma 3n E4B Instruct
0.28s
Qwen3.5 2B (Non-reasoning)
0.54s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
6.414.7
Coding Index
4.24.9
Math Index
14.3
GPQA Diamond
29.6%43.8%
MMLU-Pro
48.8%
LiveCodeBench
14.6%
AIME 2025
14.3%
MATH-500
77.1%
Humanity's Last Exam
4.4%4.9%
SciCode
8.1%7.2%
IFBench
27.9%29.1%
TerminalBench
2.3%3.8%
Gemma 3n E4B Instruct6 wins
6 winsQwen3.5 2B (Non-reasoning)

Frequently Asked Questions

Which is cheaper, Gemma 3n E4B Instruct or Qwen3.5 2B (Non-reasoning)?

Gemma 3n E4B Instruct is cheaper overall. Its blended price (3:1 input/output ratio) is $0.03/M tokens vs $0.04/M for Qwen3.5 2B (Non-reasoning).

Which model performs better on benchmarks?

It's a tie — both models win 6 benchmarks each across 12 evaluated categories. 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 272 tok/s vs 30 tok/s. Gemma 3n E4B Instruct also has lower time-to-first-token (0.28s vs 0.54s).

When should I use Gemma 3n E4B Instruct vs Qwen3.5 2B (Non-reasoning)?

Choose based on your priorities: Gemma 3n E4B Instruct for lower cost, both perform similarly on benchmarks, and Qwen3.5 2B (Non-reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.