Model Comparison
Qwen3.5 9B (Non-reasoning)
vs. Qwen3 VL 32B (Reasoning)
Comparing 2 AI models · 10 benchmarks · Alibaba
Recommended Pick
AlQwen3.5 9B (Non-reasoning)8 metric winsStrongest on: Input price, Output price, TTFT
Lowest Price
Qwen3.5 9B (Non-reasoning)
$0.00/1M input price
Best Reasoning
Qwen3 VL 32B (Reasoning)
54.0 reasoning score
Blends available reasoning benchmarks
Best for Coding
Qwen3.5 9B (Non-reasoning)
23.5 coding index
Composite Indices
Higher is better; speed and price are normalized
Standard Benchmarks
Only benchmarks with data are shown
Differences That Matter
Price gap
Qwen3.5 9B (Non-reasoning) is ∞x cheaper on input tokens than Qwen3 VL 32B (Reasoning).
Reasoning gap
Qwen3 VL 32B (Reasoning) leads Qwen3.5 9B (Non-reasoning) by 18.2 points on reasoning.
Top-pick rationale
Qwen3.5 9B (Non-reasoning) wins 8 measurable categories, including Input price, Output price, TTFT, Latency.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Qwen3.5 9B (Non-reasoning)
Alibaba
TTFT
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Time
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tok/s
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Tokens
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Cost
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Qwen3 VL 32B (Reasoning)
Alibaba
TTFT
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Time
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tok/s
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Tokens
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Cost
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Which answer was more useful?
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Full Comparison
| Metric | Top Pick Al Qwen3.5 9B (Non-reasoning) | Al Qwen3 VL 32B (Reasoning) |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.00/1M | $0.70/1M |
| Output Cost | $0.00/1M | $8.40/1M |
| Blended (3:1) | — | $2.63/1M |
| Specifications | ||
| Organization | Alibaba | Alibaba |
| Release Date | Mar 2, 2026 | Oct 21, 2025 |
| Performance & Speed | ||
| Throughput | — | 96.2 tok/s |
| TTFT | — | 1243ms |
| Latency | — | 22037ms |
| Composite Indices | ||
| Value Score | — | 100.0 |
| Reasoning Score | 35.8 | 54.0 |
| Intelligence | 20.3 | 17.9 |
| Coding | 23.5 | — |
| Math | — | 84.7 |
| Standard Benchmarks | ||
| GPQA | 78.6% | 73.3% |
| MMLU Pro | — | 81.8% |
| HLE | 8.6% | 9.6% |
| LiveCodeBench | — | 73.8% |
| AIME 2025 | — | 84.7% |
| SciCode | 27.7% | 28.5% |
| LCR | 38.0% | 55.3% |
| IFBench | 37.8% | 59.4% |
| TAU-bench v2 | 85.1% | 45.6% |
| TerminalBench Hard | 18.2% | 7.6% |
Key Takeaways
Qwen3.5 9B (Non-reasoning) offers the best value at $0.00/1M,making it ideal for high-volume applications and cost-conscious projects.
Qwen3 VL 32B (Reasoning) has the strongest reasoning profile with a 54.0 reasoning score,combining the available reasoning-heavy benchmarks.
Qwen3.5 9B (Non-reasoning) reaches a 23.5 coding index,making it the top choice for software development and code generation tasks.
All models support context windows of ∞+ tokens,suitable for processing lengthy documents and maintaining extended conversations.
When to Choose Each Model
Qwen3.5 9B (Non-reasoning)
- Cost-sensitive applications
- High-volume processing
- Code generation
- Software development
Qwen3 VL 32B (Reasoning)
- Complex reasoning tasks
- Research & analysis
