Model Comparison
Qwen3 Coder Next
vs. Solar Pro 2 (Preview) (Non-reasoning)
Comparing 2 AI models · 0 benchmarks · Alibaba, Upstage
Recommended Pick
Strongest on: Reasoning, Intelligence
Lowest Price
Qwen3 Coder Next
$0.35/1M input price
Best Reasoning
Qwen3 Coder Next
21.3 reasoning score
Blends available reasoning benchmarks
Best for Coding
Qwen3 Coder Next
36.2 coding index
Differences That Matter
Reasoning gap
Qwen3 Coder Next leads Solar Pro 2 (Preview) (Non-reasoning) by 11.4 points on reasoning.
Top-pick rationale
Qwen3 Coder Next 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 Coder Next
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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Solar Pro 2 (Preview) (Non-reasoning)
Upstage
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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OpenAI-compatible inference
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Full Comparison
| Metric | Top Pick Al Qwen3 Coder Next | Up Solar Pro 2 (Preview) (Non-reasoning) |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.35/1M | — |
| Output Cost | $1.20/1M | — |
| Blended (3:1) | $0.56/1M | — |
| Specifications | ||
| Organization | Alibaba | Upstage |
| Release Date | Feb 3, 2026 | May 20, 2025 |
| Performance & Speed | ||
| Throughput | 128.9 tok/s | — |
| TTFT | 1090ms | — |
| Latency | 1090ms | — |
| Composite Indices | ||
| Value Score | 100.0 | — |
| Reasoning Score | 21.3 | 9.9 |
| Intelligence | 21.3 | 9.9 |
| Coding | 36.2 | — |
Key Takeaways
Qwen3 Coder Next offers the best value at $0.35/1M,making it ideal for high-volume applications and cost-conscious projects.
Qwen3 Coder Next has the strongest reasoning profile with a 21.3 reasoning score,combining the available reasoning-heavy benchmarks.
Qwen3 Coder Next reaches a 36.2 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 Coder Next
- Cost-sensitive applications
- High-volume processing
- Complex reasoning tasks
- Research & analysis
- Code generation
- Software development
Solar Pro 2 (Preview) (Non-reasoning)
- General-purpose AI
- Versatile applications