Compare/Qwen3.6 27B (Reasoning) vs Nova Pro

Qwen3.6 27B (Reasoning)vsNova Pro

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

Alibaba

Qwen3.6 27B (Reasoning)

Input
$0.6/M
Output
$3.6/M
Speed
58 tok/s
TTFT
1.43s
Amazon

Nova Pro

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

Winner by Category

Cheaper
Qwen3.6 27B (Reasoning)
Faster (tok/s)
Qwen3.6 27B (Reasoning)
Lower Latency
Nova Pro
Benchmarks (7-5)
Qwen3.6 27B (Reasoning)

Pricing Comparison

MetricQwen3.6 27B (Reasoning)Nova Pro
Input ($/M tokens)$0.6$0.8
Output ($/M tokens)$3.6$3.2
Cost for 1M input + 100K output tokens:
Qwen3.6 27B (Reasoning)$0.96
Nova Pro$1.12

Speed Comparison

Output Speed (tokens/s) — higher is better
Qwen3.6 27B (Reasoning)
58 tok/s
Nova Pro
Time to First Token (seconds) — lower is better
Qwen3.6 27B (Reasoning)
1.43s
Nova Pro

Editorial Analysis

Verdict. Qwen3.6 27B (Reasoning) wins the overall benchmark matchup 7–5 across 12 overlapping categories, but raw benchmark score is only one input to the decision.

Pricing. Both models sit in the budget bracket for output-token pricing. At 1.1× the per-million-token cost, Nova Pro is meaningfully cheaper if your traffic is output-heavy (long completions, document generation, agent loops). Nova Pro makes more sense when output volume is low and absolute reasoning quality justifies the premium.

Strengths. Qwen3.6 27B (Reasoning) is strongest on GPQA Diamond (84%), IFBench (68%), Coding Index (53.7). Nova Pro leads on MATH-500 (79%), MMLU-Pro (69%), GPQA Diamond (50%).

Speed. On throughput, Qwen3.6 27B (Reasoning) generates tokens at 58 tok/s versus 0 tok/s — about 100% faster. On time-to-first-token, Nova Pro responds in 0ms vs 1429ms, which matters most for chat-style UIs.

Provider. Alibaba and Amazon sell to overlapping but distinct developer audiences: Alibaba tends to ship frontier reasoning models with premium positioning, while Amazon often prices more aggressively. Your existing vendor relationships, billing, and SLA preferences may matter as much as the raw numbers above.

Workload cost. Workload scenarios (per million requests at 30M input + 15M output tokens): Qwen3.6 27B (Reasoning) costs $72.00 ($864/year); Nova Pro costs $72.00 ($864/year). At a smaller 5M-input/2M-output scale (single-developer tool or prototype): Qwen3.6 27B (Reasoning) ≈ $10.20/run, Nova Pro ≈ $10.40/run. At agent/realtime scale (200M input / 100M output per million requests): Qwen3.6 27B (Reasoning) ≈ $480/run, Nova Pro ≈ $480/run.

Recommendation. Both models have legitimate use cases — the right answer depends on whether you are optimizing for benchmark ceiling, latency, or unit cost. Start with the cheaper / faster model, evaluate against your specific task, and only switch if the upgrade shows a meaningful lift.

Head-to-head deltas

  • On throughput, Qwen3.6 27B (Reasoning) is 5842.70× faster (58 tok/s vs 0 tok/s). For streaming chat or real-time agents this alone often flips the recommendation.
  • Time-to-first-token differs by 14290.0× — Nova Pro responds in 0ms vs 1429ms. For interactive chat UIs this can matter more than raw benchmark wins.

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
37.17.7
Coding Index
53.7
Math Index
7.0
GPQA Diamond
84.2%49.9%
MMLU-Pro
69.1%
LiveCodeBench
23.3%
AIME 2025
7.0%
MATH-500
78.6%
Humanity's Last Exam
21.6%3.4%
SciCode
39.8%20.8%
IFBench
67.6%38.1%
TerminalBench
34.8%6.1%
Qwen3.6 27B (Reasoning)7 wins
5 winsNova Pro

Frequently Asked Questions

Which is cheaper, Qwen3.6 27B (Reasoning) or Nova Pro?

Qwen3.6 27B (Reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $1.35/M tokens vs $1.40/M for Nova Pro.

Which model performs better on benchmarks?

Qwen3.6 27B (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?

Qwen3.6 27B (Reasoning) generates tokens faster at 58 tok/s vs 0 tok/s. However, Nova Pro has lower time-to-first-token (0.00s vs 1.43s).

When should I use Qwen3.6 27B (Reasoning) vs Nova Pro?

Choose based on your priorities: Qwen3.6 27B (Reasoning) for lower cost, Qwen3.6 27B (Reasoning) for stronger benchmark performance, and Qwen3.6 27B (Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.