Compare/Qwen3.5 0.8B (Reasoning) vs Gemma 3n E4B Instruct

Qwen3.5 0.8B (Reasoning)vsGemma 3n E4B Instruct

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

Alibaba

Qwen3.5 0.8B (Reasoning)

Input
$0.01/M
Output
$0.05/M
Speed
450 tok/s
TTFT
0.24s
Google

Gemma 3n E4B Instruct

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

Winner by Category

Cheaper
Qwen3.5 0.8B (Reasoning)
Faster (tok/s)
Qwen3.5 0.8B (Reasoning)
Lower Latency
Qwen3.5 0.8B (Reasoning)
Benchmarks (1-11)
Gemma 3n E4B Instruct

Pricing Comparison

MetricQwen3.5 0.8B (Reasoning)Gemma 3n E4B Instruct
Input ($/M tokens)$0.01$0.02
Output ($/M tokens)$0.05$0.04
Cost for 1M input + 100K output tokens:
Qwen3.5 0.8B (Reasoning)$0.02
Gemma 3n E4B Instruct$0.02

Speed Comparison

Output Speed (tokens/s) — higher is better
Qwen3.5 0.8B (Reasoning)
450 tok/s
Gemma 3n E4B Instruct
30 tok/s
Time to First Token (seconds) — lower is better
Qwen3.5 0.8B (Reasoning)
0.24s
Gemma 3n E4B Instruct
0.28s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
10.56.4
Coding Index
0.04.2
Math Index
14.3
GPQA Diamond
11.1%29.6%
MMLU-Pro
48.8%
LiveCodeBench
14.6%
AIME 2025
14.3%
MATH-500
77.1%
Humanity's Last Exam
1.2%4.4%
SciCode
0.0%8.1%
IFBench
21.5%27.9%
TerminalBench
0.0%2.3%
Qwen3.5 0.8B (Reasoning)1 wins
11 winsGemma 3n E4B Instruct

Frequently Asked Questions

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

Qwen3.5 0.8B (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 11 out of 12 benchmarks compared to 1 for Qwen3.5 0.8B (Reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Qwen3.5 0.8B (Reasoning) generates tokens faster at 450 tok/s vs 30 tok/s. Qwen3.5 0.8B (Reasoning) also has lower time-to-first-token (0.24s vs 0.28s).

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

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