Model Comparison
Qwen2.5 Coder Instruct 7B
vs. Qwen3 VL 4B (Reasoning)
Comparing 2 AI models · 12 benchmarks · Alibaba
Recommended Pick
AlQwen3 VL 4B (Reasoning)5 metric winsStrongest on: Intelligence, GPQA, MMLU Pro
Lowest Price
Qwen2.5 Coder Instruct 7B
$0.00/1M input price
Best Reasoning
Qwen2.5 Coder Instruct 7B
22.9 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
Qwen2.5 Coder Instruct 7B leads Qwen3 VL 4B (Reasoning) by 0.3 points on reasoning.
Top-pick rationale
Qwen3 VL 4B (Reasoning) wins 5 measurable categories, including Intelligence, GPQA, MMLU Pro, LiveCodeBench.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Qwen2.5 Coder Instruct 7B
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 4B (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 | Al Qwen2.5 Coder Instruct 7B | Top Pick Al Qwen3 VL 4B (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 | Oct 14, 2025 |
| Performance & Speed | ||
| Throughput | — | — |
| TTFT | — | — |
| Latency | — | — |
| Composite Indices | ||
| Reasoning Score | 22.9 | 22.6 |
| Intelligence | 4.5 | 7.9 |
| Math | — | 25.7 |
| Standard Benchmarks | ||
| GPQA | 33.9% | 49.4% |
| MMLU Pro | 47.3% | 70.0% |
| HLE | 4.8% | 4.4% |
| LiveCodeBench | 12.6% | 32.0% |
| MATH 500 | 66.0% | — |
| AIME 2025 | — | 25.7% |
| AIME (Original) | 5.3% | — |
| SciCode | 14.8% | 17.1% |
| LCR | — | 21.3% |
| IFBench | — | 36.6% |
| TAU-bench v2 | — | 15.5% |
| TerminalBench Hard | — | 1.5% |
Key Takeaways
Qwen2.5 Coder Instruct 7B offers the best value at $0.00/1M,making it ideal for high-volume applications and cost-conscious projects.
Qwen2.5 Coder Instruct 7B has the strongest reasoning profile with a 22.9 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 Coder Instruct 7B
- Cost-sensitive applications
- High-volume processing
- Complex reasoning tasks
- Research & analysis
Qwen3 VL 4B (Reasoning)
- General-purpose AI
- Versatile applications
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