Model Comparison
Qwen3 Max Thinking
vs. Sonar
Comparing 2 AI models · 11 benchmarks · Alibaba, Perplexity
Recommended Pick
Al Qwen3 Max Thinking 5 metric wins Strongest on: Reasoning, Intelligence, GPQA
Lowest Price
Sonar
$0.00/1M input price
Best Reasoning
Qwen3 Max Thinking
50.7 reasoning score
Blends available reasoning benchmarks
Best for Coding
Qwen3 Max Thinking
30.5 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 is ∞x cheaper on input tokens than Qwen3 Max Thinking.
Reasoning gap
Qwen3 Max Thinking leads Sonar by 10.7 points on reasoning.
Top-pick rationale
Qwen3 Max Thinking wins 5 measurable categories, including Reasoning, Intelligence, GPQA, HLE.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Qwen3 Max Thinking
Alibaba
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Sonar
Perplexity
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Which answer was more useful?
Full Comparison
| Metric | Top Pick Al Qwen3 Max Thinking | Pe Sonar |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $1.20/1M | $0.00/1M |
| Output Cost | $6.00/1M | $0.00/1M |
| Blended (3:1) | $2.40/1M | — |
| Specifications | ||
| Organization | Alibaba | Perplexity |
| Release Date | Jan 26, 2026 | Jan 21, 2025 |
| Performance & Speed | ||
| Throughput | — | — |
| TTFT | — | — |
| Latency | — | — |
| Composite Indices | ||
| Value Score | 100.0 | — |
| Reasoning Score | 50.7 | 40.0 |
| Intelligence | 39.8 | 15.5 |
| Coding | 30.5 | — |
| Standard Benchmarks | ||
| GPQA | 86.1% | 47.1% |
| MMLU Pro | — | 68.9% |
| HLE | 26.2% | 7.3% |
| LiveCodeBench | — | 29.5% |
| MATH 500 | — | 81.7% |
| AIME (Original) | — | 48.7% |
| SciCode | 43.1% | 22.9% |
| LCR | 66.0% | — |
| IFBench | 70.7% | — |
| TAU-bench v2 | 83.6% | — |
| TerminalBench Hard | 24.2% | — |
Key Takeaways
Sonar offers the best value at $0.00/1M, making it ideal for high-volume applications and cost-conscious projects.
Qwen3 Max Thinking has the strongest reasoning profile with a 50.7 reasoning score, combining the available reasoning-heavy benchmarks.
Qwen3 Max Thinking reaches a 30.5 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 Max Thinking
- Complex reasoning tasks
- Research & analysis
- Code generation
- Software development
Sonar
- Cost-sensitive applications
- High-volume processing
