Model Comparison
Qwen3 235B A22B (Non-reasoning)
vs. QwQ 32B
Comparing 2 AI models · 12 benchmarks · Alibaba
Recommended Pick
AlQwQ 32B17 metric winsStrongest on: Value, Input price, Output price
Best Value
QwQ 32B
100.0 value score
44.7 reasoning / $0.74/1M
Lowest Price
QwQ 32B
$0.66/1M input price
Best Reasoning
QwQ 32B
44.7 reasoning score
Blends available reasoning benchmarks
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 235B A22B (Non-reasoning).
Speed gap
Qwen3 235B A22B (Non-reasoning) generates about 2.1x as many tokens per second as QwQ 32B.
Reasoning gap
QwQ 32B leads Qwen3 235B A22B (Non-reasoning) by 9.4 points on reasoning.
Top-pick rationale
QwQ 32B wins 17 measurable categories, including Value, Input price, Output price, Blended price.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Qwen3 235B A22B (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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QwQ 32B
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 | Al Qwen3 235B A22B (Non-reasoning) | Top Pick Al QwQ 32B |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.70/1M | $0.66/1M |
| Output Cost | $2.80/1M | $1.00/1M |
| Blended (3:1) | $1.22/1M | $0.74/1M |
| Specifications | ||
| Organization | Alibaba | Alibaba |
| Release Date | Apr 28, 2025 | Mar 5, 2025 |
| Performance & Speed | ||
| Throughput | 69.4 tok/s | 33.3 tok/s |
| TTFT | 1114ms | 536ms |
| Latency | 1114ms | 75238ms |
| Composite Indices | ||
| Value Score | 48.1 | 100.0 |
| Reasoning Score | 35.3 | 44.7 |
| Intelligence | 10.9 | 13.4 |
| Math | 23.7 | 29.0 |
| Standard Benchmarks | ||
| GPQA | 61.3% | 59.3% |
| MMLU Pro | 76.2% | 76.4% |
| HLE | 4.7% | 8.2% |
| LiveCodeBench | 34.3% | 63.1% |
| MATH 500 | 90.2% | 95.7% |
| AIME 2025 | 23.7% | 29.0% |
| AIME (Original) | 32.7% | 78.0% |
| SciCode | 29.9% | 35.8% |
| LCR | 0.0% | 25.0% |
| IFBench | 36.6% | 38.8% |
| TAU-bench v2 | 27.2% | — |
| TerminalBench Hard | 6.1% | — |
Key Takeaways
QwQ 32B offers the best value at $0.66/1M,making it ideal for high-volume applications and cost-conscious projects.
QwQ 32B has the strongest reasoning profile with a 44.7 reasoning score,combining the available reasoning-heavy benchmarks.
All models support context windows of ∞+ tokens,suitable for processing lengthy documents and maintaining extended conversations.
When to Choose Each Model
Qwen3 235B A22B (Non-reasoning)
- General-purpose AI
- Versatile applications
QwQ 32B
- Cost-sensitive applications
- High-volume processing
- Complex reasoning tasks
- Research & analysis
