Compare/Gemma 3n E4B Instruct vs Qwen3.5 0.8B (Non-reasoning)

Gemma 3n E4B InstructvsQwen3.5 0.8B (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 0.8B (Non-reasoning)

Input
$0.01/M
Output
$0.05/M
Speed
306 tok/s
TTFT
0.23s

Winner by Category

Cheaper
Qwen3.5 0.8B (Non-reasoning)
Faster (tok/s)
Qwen3.5 0.8B (Non-reasoning)
Lower Latency
Qwen3.5 0.8B (Non-reasoning)
Benchmarks (10-2)
Gemma 3n E4B Instruct

Pricing Comparison

MetricGemma 3n E4B InstructQwen3.5 0.8B (Non-reasoning)
Input ($/M tokens)$0.02$0.01
Output ($/M tokens)$0.04$0.05
Cost for 1M input + 100K output tokens:
Gemma 3n E4B Instruct$0.02
Qwen3.5 0.8B (Non-reasoning)$0.02

Speed Comparison

Output Speed (tokens/s) — higher is better
Gemma 3n E4B Instruct
30 tok/s
Qwen3.5 0.8B (Non-reasoning)
306 tok/s
Time to First Token (seconds) — lower is better
Gemma 3n E4B Instruct
0.28s
Qwen3.5 0.8B (Non-reasoning)
0.23s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
6.49.9
Coding Index
4.21.0
Math Index
14.3
GPQA Diamond
29.6%23.6%
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%2.9%
IFBench
27.9%21.6%
TerminalBench
2.3%0.0%
Gemma 3n E4B Instruct10 wins
2 winsQwen3.5 0.8B (Non-reasoning)

Frequently Asked Questions

Which is cheaper, Gemma 3n E4B Instruct or Qwen3.5 0.8B (Non-reasoning)?

Qwen3.5 0.8B (Non-reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.02/M tokens vs $0.03/M for Gemma 3n E4B Instruct.

Which model performs better on benchmarks?

Gemma 3n E4B Instruct wins 10 out of 12 benchmarks compared to 2 for Qwen3.5 0.8B (Non-reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Qwen3.5 0.8B (Non-reasoning) generates tokens faster at 306 tok/s vs 30 tok/s. However, Qwen3.5 0.8B (Non-reasoning) has lower time-to-first-token (0.23s vs 0.28s).

When should I use Gemma 3n E4B Instruct vs Qwen3.5 0.8B (Non-reasoning)?

Choose based on your priorities: Qwen3.5 0.8B (Non-reasoning) for lower cost, Gemma 3n E4B Instruct for stronger benchmark performance, and Qwen3.5 0.8B (Non-reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.