Model Comparison
Qwen2.5 Instruct 32B
vs. Qwen3 4B (Non-reasoning)
Comparing 2 AI models · 7 benchmarks · Alibaba
Recommended Pick
AlQwen2.5 Instruct 32B6 metric winsStrongest on: Intelligence, GPQA, MMLU Pro
Lowest Price
Qwen2.5 Instruct 32B
$0.00/1M input price
Best Reasoning
Qwen3 4B (Non-reasoning)
31.2 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
Reasoning gap
Qwen3 4B (Non-reasoning) leads Qwen2.5 Instruct 32B by 1.3 points on reasoning.
Top-pick rationale
Qwen2.5 Instruct 32B wins 6 measurable categories, including Intelligence, GPQA, MMLU Pro, HLE.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Qwen2.5 Instruct 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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Qwen3 4B (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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Which answer was more useful?
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Full Comparison
| Metric | Top Pick Al Qwen2.5 Instruct 32B | Al Qwen3 4B (Non-reasoning) |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.00/1M | $0.00/1M |
| Output Cost | $0.00/1M | $0.00/1M |
| Specifications | ||
| Organization | Alibaba | Alibaba |
| Release Date | Sep 19, 2024 | Apr 28, 2025 |
| Performance & Speed | ||
| Throughput | — | — |
| TTFT | — | — |
| Latency | — | — |
| Composite Indices | ||
| Reasoning Score | 29.9 | 31.2 |
| Intelligence | 7.5 | 6.8 |
| Standard Benchmarks | ||
| GPQA | 46.6% | 39.8% |
| MMLU Pro | 69.7% | 58.6% |
| HLE | 3.8% | 3.7% |
| LiveCodeBench | 24.8% | 23.3% |
| MATH 500 | 80.5% | 84.3% |
| AIME (Original) | 11.0% | 21.3% |
| SciCode | 22.9% | 16.7% |
Key Takeaways
Qwen2.5 Instruct 32B offers the best value at $0.00/1M,making it ideal for high-volume applications and cost-conscious projects.
Qwen3 4B (Non-reasoning) has the strongest reasoning profile with a 31.2 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
Qwen2.5 Instruct 32B
- Cost-sensitive applications
- High-volume processing
Qwen3 4B (Non-reasoning)
- Complex reasoning tasks
- Research & analysis
