Model Comparison
Qwen3.8 27B (Non-reasoning)
vs. Sonar Reasoning
Comparing 2 AI models · 0 benchmarks · Alibaba, Perplexity
Recommended Pick
Strongest on: Reasoning, Intelligence
Lowest Price
Qwen3.8 27B (Non-reasoning)
$0.50/1M input price
Best Reasoning
Qwen3.8 27B (Non-reasoning)
34.7 reasoning score
Blends available reasoning benchmarks
Best for Coding
Qwen3.8 27B (Non-reasoning)
44.6 coding index
Differences That Matter
Reasoning gap
Qwen3.8 27B (Non-reasoning) leads Sonar Reasoning by 23.1 points on reasoning.
Top-pick rationale
Qwen3.8 27B (Non-reasoning) 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.
Qwen3.8 27B (Non-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 Reasoning
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 Qwen3.8 27B (Non-reasoning) | Pe Sonar Reasoning |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.50/1M | — |
| Output Cost | $3.00/1M | — |
| Blended (3:1) | $1.13/1M | — |
| Specifications | ||
| Organization | Alibaba | Perplexity |
| Release Date | Aug 14, 2026 | Jan 28, 2025 |
| Performance & Speed | ||
| Throughput | 48.5 tok/s | — |
| TTFT | 3850ms | — |
| Latency | 3850ms | — |
| Composite Indices | ||
| Value Score | 100.0 | — |
| Reasoning Score | 34.7 | 11.6 |
| Intelligence | 34.7 | 11.6 |
| Coding | 44.6 | — |
Key Takeaways
Qwen3.8 27B (Non-reasoning) offers the best value at $0.50/1M,making it ideal for high-volume applications and cost-conscious projects.
Qwen3.8 27B (Non-reasoning) has the strongest reasoning profile with a 34.7 reasoning score,combining the available reasoning-heavy benchmarks.
Qwen3.8 27B (Non-reasoning) reaches a 44.6 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
Qwen3.8 27B (Non-reasoning)
- Cost-sensitive applications
- High-volume processing
- Complex reasoning tasks
- Research & analysis
- Code generation
- Software development
Sonar Reasoning
- General-purpose AI
- Versatile applications