Compare/Nova Micro vs Qwen3.5 4B (Non-reasoning)

Nova MicrovsQwen3.5 4B (Non-reasoning)

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

Amazon

Nova Micro

Input
$0.035/M
Output
$0.14/M
Speed
293 tok/s
TTFT
0.37s
Alibaba

Qwen3.5 4B (Non-reasoning)

Input
$0.03/M
Output
$0.15/M
Speed
220 tok/s
TTFT
0.26s

Winner by Category

Cheaper
Qwen3.5 4B (Non-reasoning)
Faster (tok/s)
Nova Micro
Lower Latency
Qwen3.5 4B (Non-reasoning)
Benchmarks (5-7)
Qwen3.5 4B (Non-reasoning)

Pricing Comparison

MetricNova MicroQwen3.5 4B (Non-reasoning)
Input ($/M tokens)$0.035$0.03
Output ($/M tokens)$0.14$0.15
Cost for 1M input + 100K output tokens:
Nova Micro$0.05
Qwen3.5 4B (Non-reasoning)$0.04

Speed Comparison

Output Speed (tokens/s) — higher is better
Nova Micro
293 tok/s
Qwen3.5 4B (Non-reasoning)
220 tok/s
Time to First Token (seconds) — lower is better
Nova Micro
0.37s
Qwen3.5 4B (Non-reasoning)
0.26s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
10.322.6
Coding Index
4.113.7
Math Index
6.0
GPQA Diamond
35.8%71.2%
MMLU-Pro
53.1%
LiveCodeBench
14.0%
AIME 2025
6.0%
MATH-500
70.3%
Humanity's Last Exam
4.7%7.5%
SciCode
9.4%18.3%
IFBench
29.4%33.3%
TerminalBench
1.5%11.4%
Nova Micro5 wins
7 winsQwen3.5 4B (Non-reasoning)

Frequently Asked Questions

Which is cheaper, Nova Micro or Qwen3.5 4B (Non-reasoning)?

Qwen3.5 4B (Non-reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.06/M tokens vs $0.06/M for Nova Micro.

Which model performs better on benchmarks?

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

Which is faster for real-time applications?

Nova Micro generates tokens faster at 293 tok/s vs 220 tok/s. However, Qwen3.5 4B (Non-reasoning) has lower time-to-first-token (0.26s vs 0.37s).

When should I use Nova Micro vs Qwen3.5 4B (Non-reasoning)?

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