Model Comparison
Qwen3 VL 4B (Reasoning)
vs. Sonar Pro
Comparing 2 AI models · 12 benchmarks · Alibaba, Perplexity
Recommended Pick
Pe Sonar Pro 6 metric wins Strongest on: Reasoning, Intelligence, GPQA
Lowest Price
Qwen3 VL 4B (Reasoning)
$0.00/1M input price
Best Reasoning
Sonar Pro
36.9 reasoning score
Blends available reasoning benchmarks
Best for Coding
Qwen3 VL 4B (Reasoning)
6.7 coding index
Composite Indices
Higher is better; speed and price are normalized
Standard Benchmarks
Only benchmarks with data are shown
Differences That Matter
Reasoning gap
Sonar Pro leads Qwen3 VL 4B (Reasoning) by 13.1 points on reasoning.
Top-pick rationale
Sonar Pro wins 6 measurable categories, including Reasoning, Intelligence, GPQA, MMLU Pro.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Qwen3 VL 4B (Reasoning)
Alibaba
TTFT
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Time
—
tok/s
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Tokens
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Cost
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Sonar Pro
Perplexity
TTFT
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Time
—
tok/s
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Tokens
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Cost
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Which answer was more useful?
Full Comparison
| Metric | Al Qwen3 VL 4B (Reasoning) | Top Pick Pe Sonar Pro |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.00/1M | $0.00/1M |
| Output Cost | $0.00/1M | $0.00/1M |
| Specifications | ||
| Organization | Alibaba | Perplexity |
| Release Date | Oct 14, 2025 | Jan 21, 2025 |
| Performance & Speed | ||
| Throughput | — | — |
| TTFT | — | — |
| Latency | — | — |
| Composite Indices | ||
| Reasoning Score | 23.8 | 36.9 |
| Intelligence | 13.7 | 15.2 |
| Coding | 6.7 | — |
| Math | 25.7 | — |
| Standard Benchmarks | ||
| GPQA | 49.4% | 57.8% |
| MMLU Pro | 70.0% | 75.5% |
| HLE | 4.4% | 7.9% |
| LiveCodeBench | 32.0% | 27.5% |
| MATH 500 | — | 74.5% |
| AIME 2025 | 25.7% | — |
| AIME (Original) | — | 29.0% |
| SciCode | 17.1% | 22.6% |
| LCR | 21.3% | — |
| IFBench | 36.6% | — |
| TAU-bench v2 | 15.5% | — |
| TerminalBench Hard | 1.5% | — |
Key Takeaways
Qwen3 VL 4B (Reasoning) offers the best value at $0.00/1M, making it ideal for high-volume applications and cost-conscious projects.
Sonar Pro has the strongest reasoning profile with a 36.9 reasoning score, combining the available reasoning-heavy benchmarks.
Qwen3 VL 4B (Reasoning) reaches a 6.7 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 4B (Reasoning)
- Cost-sensitive applications
- High-volume processing
- Code generation
- Software development
Sonar Pro
- Complex reasoning tasks
- Research & analysis
