Model Comparison
Qwen3 VL 235B A22B (Reasoning)
vs. Sonar
Comparing 2 AI models · 12 benchmarks · Alibaba, Perplexity
Recommended Pick
AlQwen3 VL 235B A22B (Reasoning)7 metric winsStrongest on: Reasoning, Intelligence, GPQA
Lowest Price
Sonar
$0.00/1M input price
Best Reasoning
Qwen3 VL 235B A22B (Reasoning)
57.3 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
Price gap
Sonar is ∞x cheaper on input tokens than Qwen3 VL 235B A22B (Reasoning).
Reasoning gap
Qwen3 VL 235B A22B (Reasoning) leads Sonar by 19.0 points on reasoning.
Top-pick rationale
Qwen3 VL 235B A22B (Reasoning) wins 7 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 235B A22B (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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Sonar
Perplexity
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 Qwen3 VL 235B A22B (Reasoning) | Pe Sonar |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.70/1M | $0.00/1M |
| Output Cost | $8.40/1M | $0.00/1M |
| Blended (3:1) | $2.63/1M | — |
| Specifications | ||
| Organization | Alibaba | Perplexity |
| Release Date | Sep 23, 2025 | Jan 21, 2025 |
| Performance & Speed | ||
| Throughput | — | — |
| TTFT | — | — |
| Latency | — | — |
| Composite Indices | ||
| Value Score | 100.0 | — |
| Reasoning Score | 57.3 | 38.3 |
| Intelligence | 20.9 | 9.4 |
| Math | 88.3 | — |
| Standard Benchmarks | ||
| GPQA | 77.2% | 47.1% |
| MMLU Pro | 83.6% | 68.9% |
| HLE | 11.9% | 4.9% |
| LiveCodeBench | 64.6% | 29.5% |
| MATH 500 | — | 81.7% |
| AIME 2025 | 88.3% | — |
| AIME (Original) | — | 48.7% |
| SciCode | 39.9% | 22.9% |
| LCR | 63.0% | — |
| IFBench | 56.5% | — |
| TAU-bench v2 | 54.1% | — |
| TerminalBench Hard | 11.4% | — |
Key Takeaways
Sonar offers the best value at $0.00/1M,making it ideal for high-volume applications and cost-conscious projects.
Qwen3 VL 235B A22B (Reasoning) has the strongest reasoning profile with a 57.3 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
Qwen3 VL 235B A22B (Reasoning)
- Complex reasoning tasks
- Research & analysis
Sonar
- Cost-sensitive applications
- High-volume processing
