Model Comparison
Qwen3.7 Plus
vs. Sonar
Comparing 2 AI models · 11 benchmarks · Alibaba, Perplexity
Recommended Pick
Al Qwen3.7 Plus 6 metric wins Strongest on: Throughput, Reasoning, Intelligence
Lowest Price
Sonar
$0.00/1M input price
Best Reasoning
Qwen3.7 Plus
58.9 reasoning score
Blends available reasoning benchmarks
Best for Coding
Qwen3.7 Plus
46.5 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 Qwen3.7 Plus.
Reasoning gap
Qwen3.7 Plus leads Sonar by 18.9 points on reasoning.
Top-pick rationale
Qwen3.7 Plus 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.
Qwen3.7 Plus
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 Qwen3.7 Plus | Pe Sonar |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.40/1M | $0.00/1M |
| Output Cost | $1.16/1M | $0.00/1M |
| Blended (3:1) | $0.59/1M | — |
| Specifications | ||
| Organization | Alibaba | Perplexity |
| Release Date | Jun 1, 2026 | Jan 21, 2025 |
| Performance & Speed | ||
| Throughput | 52.4 tok/s | — |
| TTFT | 1274ms | — |
| Latency | 39459ms | — |
| Composite Indices | ||
| Value Score | 100.0 | — |
| Reasoning Score | 58.9 | 40.0 |
| Intelligence | 53.3 | 15.5 |
| Coding | 46.5 | — |
| Standard Benchmarks | ||
| GPQA | 90.0% | 47.1% |
| MMLU Pro | — | 68.9% |
| HLE | 33.4% | 7.3% |
| LiveCodeBench | — | 29.5% |
| MATH 500 | — | 81.7% |
| AIME (Original) | — | 48.7% |
| SciCode | 45.5% | 22.9% |
| LCR | 65.0% | — |
| IFBench | 78.0% | — |
| TAU-bench v2 | 93.0% | — |
| TerminalBench Hard | 47.0% | — |
Key Takeaways
Sonar offers the best value at $0.00/1M, making it ideal for high-volume applications and cost-conscious projects.
Qwen3.7 Plus has the strongest reasoning profile with a 58.9 reasoning score, combining the available reasoning-heavy benchmarks.
Qwen3.7 Plus reaches a 46.5 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
Qwen3.7 Plus
- Complex reasoning tasks
- Research & analysis
- Code generation
- Software development
Sonar
- Cost-sensitive applications
- High-volume processing
