Model Comparison
Qwen3 VL 32B (Reasoning)
vs. QwQ 32B
Comparing 2 AI models · 12 benchmarks · Alibaba
Recommended Pick
Al Qwen3 VL 32B (Reasoning) 12 metric wins Strongest on: Throughput, Latency, Reasoning
Best Value
QwQ 32B
100.0 value score
45.6 reasoning / $0.74/1M
Lowest Price
QwQ 32B
$0.66/1M input price
Best Reasoning
Qwen3 VL 32B (Reasoning)
55.4 reasoning score
Blends available reasoning benchmarks
Best for Coding
Qwen3 VL 32B (Reasoning)
14.5 coding index
Composite Indices
Higher is better; speed and price are normalized
Standard Benchmarks
Only benchmarks with data are shown
Differences That Matter
Best value
QwQ 32B has the strongest quality-to-price mix at 100.0 out of 100 value points.
Price gap
QwQ 32B is 1.1x cheaper on input tokens than Qwen3 VL 32B (Reasoning).
Speed gap
Qwen3 VL 32B (Reasoning) generates about 3.1x as many tokens per second as QwQ 32B.
Reasoning gap
Qwen3 VL 32B (Reasoning) leads QwQ 32B by 9.8 points on reasoning.
Top-pick rationale
Qwen3 VL 32B (Reasoning) wins 12 measurable categories, including Throughput, Latency, Reasoning, Intelligence.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
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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QwQ 32B
Alibaba
TTFT
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Time
—
tok/s
—
Tokens
—
Cost
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Which answer was more useful?
Full Comparison
| Metric | Top Pick Al Qwen3 VL 32B (Reasoning) | Al QwQ 32B |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.70/1M | $0.66/1M |
| Output Cost | $8.40/1M | $1.00/1M |
| Blended (3:1) | $2.63/1M | $0.74/1M |
| Specifications | ||
| Organization | Alibaba | Alibaba |
| Release Date | Oct 21, 2025 | Mar 5, 2025 |
| Performance & Speed | ||
| Throughput | 96.5 tok/s | 30.9 tok/s |
| TTFT | 1429ms | 431ms |
| Latency | 22163ms | 81150ms |
| Composite Indices | ||
| Value Score | 34.5 | 100.0 |
| Reasoning Score | 55.4 | 45.6 |
| Intelligence | 24.7 | 19.7 |
| Coding | 14.5 | — |
| Math | 84.7 | 29.0 |
| Standard Benchmarks | ||
| GPQA | 73.3% | 59.3% |
| MMLU Pro | 81.8% | 76.4% |
| HLE | 9.6% | 8.2% |
| LiveCodeBench | 73.8% | 63.1% |
| MATH 500 | — | 95.7% |
| AIME 2025 | 84.7% | 29.0% |
| AIME (Original) | — | 78.0% |
| SciCode | 28.5% | 35.8% |
| LCR | 55.3% | 25.0% |
| IFBench | 59.4% | 38.8% |
| TAU-bench v2 | 45.6% | — |
| TerminalBench Hard | 7.6% | — |
Key Takeaways
QwQ 32B offers the best value at $0.66/1M, making it ideal for high-volume applications and cost-conscious projects.
Qwen3 VL 32B (Reasoning) has the strongest reasoning profile with a 55.4 reasoning score, combining the available reasoning-heavy benchmarks.
Qwen3 VL 32B (Reasoning) reaches a 14.5 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 VL 32B (Reasoning)
- Complex reasoning tasks
- Research & analysis
- Code generation
- Software development
QwQ 32B
- Cost-sensitive applications
- High-volume processing
