Model Comparison
Qwen2.5 Instruct 72B
vs. Qwen3 8B (Non-reasoning)
Comparing 2 AI models · 12 benchmarks · Alibaba
Recommended Pick
AlQwen2.5 Instruct 72B14 metric winsStrongest on: Output price, TTFT, Latency
Best Value
Qwen3 8B (Non-reasoning)
100.0 value score
29.8 reasoning / $0.31/1M
Lowest Price
Qwen3 8B (Non-reasoning)
$0.18/1M input price
Best Reasoning
Qwen3 8B (Non-reasoning)
29.8 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
Qwen3 8B (Non-reasoning) has the strongest quality-to-price mix at 100.0 out of 100 value points.
Price gap
Qwen3 8B (Non-reasoning) is 2.6x cheaper on input tokens than Qwen2.5 Instruct 72B.
Reasoning gap
Qwen3 8B (Non-reasoning) leads Qwen2.5 Instruct 72B by 2.3 points on reasoning.
Top-pick rationale
Qwen2.5 Instruct 72B wins 14 measurable categories, including Output price, TTFT, Latency, Intelligence.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Qwen2.5 Instruct 72B
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 8B (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 72B | Al Qwen3 8B (Non-reasoning) |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.47/1M | $0.18/1M |
| Output Cost | $0.49/1M | $0.70/1M |
| Blended (3:1) | $0.48/1M | $0.31/1M |
| Specifications | ||
| Organization | Alibaba | Alibaba |
| Release Date | Sep 19, 2024 | Apr 28, 2025 |
| Performance & Speed | ||
| Throughput | — | 61.2 tok/s |
| TTFT | — | 1407ms |
| Latency | — | 1407ms |
| Composite Indices | ||
| Value Score | 59.6 | 100.0 |
| Reasoning Score | 27.5 | 29.8 |
| Intelligence | 9.6 | 5.1 |
| Math | 14.0 | 24.3 |
| Standard Benchmarks | ||
| GPQA | 49.1% | 45.2% |
| MMLU Pro | 72.0% | 64.3% |
| HLE | 4.2% | 2.8% |
| LiveCodeBench | 27.6% | 20.2% |
| MATH 500 | 85.8% | 82.8% |
| AIME 2025 | 14.0% | 24.3% |
| AIME (Original) | 16.0% | 24.3% |
| SciCode | 26.7% | 16.8% |
| LCR | 20.3% | 0.0% |
| IFBench | 36.9% | 28.6% |
| TAU-bench v2 | 34.5% | 24.9% |
| TerminalBench Hard | 4.5% | 2.3% |
Key Takeaways
Qwen3 8B (Non-reasoning) offers the best value at $0.18/1M,making it ideal for high-volume applications and cost-conscious projects.
Qwen3 8B (Non-reasoning) has the strongest reasoning profile with a 29.8 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 72B
- General-purpose AI
- Versatile applications
Qwen3 8B (Non-reasoning)
- Cost-sensitive applications
- High-volume processing
- Complex reasoning tasks
- Research & analysis
