Model Comparison
Qwen3 VL 4B Instruct
vs. Sonar Reasoning Pro
Comparing 2 AI models · 12 benchmarks · Alibaba, Perplexity
Recommended Pick
Pe Sonar Reasoning Pro 2 metric wins Strongest on: Reasoning, Intelligence
Lowest Price
Qwen3 VL 4B Instruct
$0.00/1M input price
Best Reasoning
Sonar Reasoning Pro
66.4 reasoning score
Blends available reasoning benchmarks
Best for Coding
Qwen3 VL 4B Instruct
4.6 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 Reasoning Pro leads Qwen3 VL 4B Instruct by 41.6 points on reasoning.
Top-pick rationale
Sonar Reasoning Pro wins 2 measurable categories, including Reasoning, Intelligence.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Qwen3 VL 4B Instruct
Alibaba
TTFT
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Time
—
tok/s
—
Tokens
—
Cost
—
Sonar Reasoning Pro
Perplexity
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Which answer was more useful?
Full Comparison
| Metric | Al Qwen3 VL 4B Instruct | Top Pick Pe Sonar Reasoning 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 28, 2025 |
| Performance & Speed | ||
| Throughput | — | — |
| TTFT | — | — |
| Latency | — | — |
| Composite Indices | ||
| Reasoning Score | 24.9 | 66.4 |
| Intelligence | 9.6 | 24.6 |
| Coding | 4.6 | — |
| Math | 37.0 | — |
| Standard Benchmarks | ||
| GPQA | 37.1% | — |
| MMLU Pro | 63.4% | — |
| HLE | 3.7% | — |
| LiveCodeBench | 29.0% | — |
| MATH 500 | — | 95.7% |
| AIME 2025 | 37.0% | — |
| AIME (Original) | — | 79.0% |
| SciCode | 13.7% | — |
| LCR | 13.0% | — |
| IFBench | 31.8% | — |
| TAU-bench v2 | 23.4% | — |
| TerminalBench Hard | 0.0% | — |
Key Takeaways
Qwen3 VL 4B Instruct offers the best value at $0.00/1M, making it ideal for high-volume applications and cost-conscious projects.
Sonar Reasoning Pro has the strongest reasoning profile with a 66.4 reasoning score, combining the available reasoning-heavy benchmarks.
Qwen3 VL 4B Instruct reaches a 4.6 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 Instruct
- Cost-sensitive applications
- High-volume processing
- Code generation
- Software development
Sonar Reasoning Pro
- Complex reasoning tasks
- Research & analysis
