Compare/Qwen3.5 122B A10B (Non-reasoning) vs Nova Pro

Qwen3.5 122B A10B (Non-reasoning)vsNova Pro

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

Alibaba

Qwen3.5 122B A10B (Non-reasoning)

Input
$0.4/M
Output
$3.2/M
Speed
149 tok/s
TTFT
1.00s
Amazon

Nova Pro

Input
$0.8/M
Output
$3.2/M
Speed
TTFT

Winner by Category

Cheaper
Qwen3.5 122B A10B (Non-reasoning)
Faster (tok/s)
Qwen3.5 122B A10B (Non-reasoning)
Lower Latency
Nova Pro
Benchmarks (7-5)
Qwen3.5 122B A10B (Non-reasoning)

Pricing Comparison

MetricQwen3.5 122B A10B (Non-reasoning)Nova Pro
Input ($/M tokens)$0.4$0.8
Output ($/M tokens)$3.2$3.2
Cost for 1M input + 100K output tokens:
Qwen3.5 122B A10B (Non-reasoning)$0.72
Nova Pro$1.12

Speed Comparison

Output Speed (tokens/s) — higher is better
Qwen3.5 122B A10B (Non-reasoning)
149 tok/s
Nova Pro
Time to First Token (seconds) — lower is better
Qwen3.5 122B A10B (Non-reasoning)
1.00s
Nova Pro

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
35.913.5
Coding Index
31.611.0
Math Index
7.0
GPQA Diamond
82.7%49.9%
MMLU-Pro
69.1%
LiveCodeBench
23.3%
AIME 2025
7.0%
MATH-500
78.6%
Humanity's Last Exam
14.8%3.4%
SciCode
35.6%20.8%
IFBench
50.8%38.1%
TerminalBench
29.5%6.1%
Qwen3.5 122B A10B (Non-reasoning)7 wins
5 winsNova Pro

Frequently Asked Questions

Which is cheaper, Qwen3.5 122B A10B (Non-reasoning) or Nova Pro?

Qwen3.5 122B A10B (Non-reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $1.10/M tokens vs $1.40/M for Nova Pro.

Which model performs better on benchmarks?

Qwen3.5 122B A10B (Non-reasoning) wins 7 out of 12 benchmarks compared to 5 for Nova Pro. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Qwen3.5 122B A10B (Non-reasoning) generates tokens faster at 149 tok/s vs 0 tok/s. However, Nova Pro has lower time-to-first-token (0.00s vs 1.00s).

When should I use Qwen3.5 122B A10B (Non-reasoning) vs Nova Pro?

Choose based on your priorities: Qwen3.5 122B A10B (Non-reasoning) for lower cost, Qwen3.5 122B A10B (Non-reasoning) for stronger benchmark performance, and Qwen3.5 122B A10B (Non-reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.