Model Comparison
Qwen3.5 122B A10B (Reasoning)
vs. Sonar Pro
Comparing 2 AI models · 11 benchmarks · Alibaba, Perplexity
Recommended Pick
AlQwen3.5 122B A10B (Reasoning)6 metric winsStrongest on: Throughput, Reasoning, Intelligence
Lowest Price
Sonar Pro
$0.00/1M input price
Best Reasoning
Qwen3.5 122B A10B (Reasoning)
47.1 reasoning score
Blends available reasoning benchmarks
Best for Coding
Qwen3.5 122B A10B (Reasoning)
45.7 coding index
Composite Indices
Higher is better; speed and price are normalized
Standard Benchmarks
Only benchmarks with data are shown
Differences That Matter
Price gap
Sonar Pro is ∞x cheaper on input tokens than Qwen3.5 122B A10B (Reasoning).
Reasoning gap
Qwen3.5 122B A10B (Reasoning) leads Sonar Pro by 11.4 points on reasoning.
Top-pick rationale
Qwen3.5 122B A10B (Reasoning) wins 6 measurable categories, including Throughput, Reasoning, Intelligence, GPQA.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Qwen3.5 122B A10B (Reasoning)
Alibaba
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Sonar Pro
Perplexity
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Which answer was more useful?
Chat with leading AI models
Use Claude, ChatGPT, Gemini alongside with EU-Hosted Models like Deepseek, Qwen & Kimi.
EU-hosted inference
Servers in Germany & Finland. Designed to meet strict GDPR and ISO 27001 compliance requirements.
Full Comparison
| Metric | Top Pick Al Qwen3.5 122B A10B (Reasoning) | Pe Sonar Pro |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.40/1M | $0.00/1M |
| Output Cost | $3.20/1M | $0.00/1M |
| Blended (3:1) | $1.10/1M | — |
| Specifications | ||
| Organization | Alibaba | Perplexity |
| Release Date | Feb 24, 2026 | Jan 21, 2025 |
| Performance & Speed | ||
| Throughput | 139.5 tok/s | — |
| TTFT | 1100ms | — |
| Latency | 15441ms | — |
| Composite Indices | ||
| Value Score | 100.0 | — |
| Reasoning Score | 47.1 | 35.7 |
| Intelligence | 32.3 | 9.3 |
| Coding | 45.7 | — |
| Standard Benchmarks | ||
| GPQA | 85.7% | 57.8% |
| MMLU Pro | — | 75.5% |
| HLE | 23.4% | 7.9% |
| LiveCodeBench | — | 27.5% |
| MATH 500 | — | 74.5% |
| AIME (Original) | — | 29.0% |
| SciCode | 42.0% | 22.6% |
| LCR | 66.7% | — |
| IFBench | 75.7% | — |
| TAU-bench v2 | 93.6% | — |
| TerminalBench Hard | 31.1% | — |
Key Takeaways
Sonar Pro offers the best value at $0.00/1M,making it ideal for high-volume applications and cost-conscious projects.
Qwen3.5 122B A10B (Reasoning) has the strongest reasoning profile with a 47.1 reasoning score,combining the available reasoning-heavy benchmarks.
Qwen3.5 122B A10B (Reasoning) reaches a 45.7 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
Qwen3.5 122B A10B (Reasoning)
- Complex reasoning tasks
- Research & analysis
- Code generation
- Software development
Sonar Pro
- Cost-sensitive applications
- High-volume processing
