Model Comparison
Qwen3 Coder Next
vs. Qwen3 VL 32B (Reasoning)
Comparing 2 AI models · 10 benchmarks · Alibaba
Recommended Pick
AlQwen3 Coder Next12 metric winsStrongest on: Value, Input price, Output price
Best Value
Qwen3 Coder Next
100.0 value score
34.7 reasoning / $0.56/1M
Lowest Price
Qwen3 Coder Next
$0.35/1M input price
Best Reasoning
Qwen3 VL 32B (Reasoning)
54.0 reasoning score
Blends available reasoning benchmarks
Best for Coding
Qwen3 Coder Next
36.2 coding index
Composite Indices
Higher is better; speed and price are normalized
Standard Benchmarks
Only benchmarks with data are shown
Differences That Matter
Best value
Qwen3 Coder Next has the strongest quality-to-price mix at 100.0 out of 100 value points.
Price gap
Qwen3 Coder Next is 2.0x cheaper on input tokens than Qwen3 VL 32B (Reasoning).
Speed gap
Qwen3 Coder Next generates about 1.1x as many tokens per second as Qwen3 VL 32B (Reasoning).
Reasoning gap
Qwen3 VL 32B (Reasoning) leads Qwen3 Coder Next by 19.3 points on reasoning.
Top-pick rationale
Qwen3 Coder Next wins 12 measurable categories, including Value, Input price, Output price, Blended price.
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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Qwen3 VL 32B (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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Which answer was more useful?
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Full Comparison
| Metric | Top Pick Al Qwen3 Coder Next | Al Qwen3 VL 32B (Reasoning) |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.35/1M | $0.70/1M |
| Output Cost | $1.20/1M | $8.40/1M |
| Blended (3:1) | $0.56/1M | $2.63/1M |
| Specifications | ||
| Organization | Alibaba | Alibaba |
| Release Date | Feb 3, 2026 | Oct 21, 2025 |
| Performance & Speed | ||
| Throughput | 109.3 tok/s | 96.8 tok/s |
| TTFT | 885ms | 1243ms |
| Latency | 885ms | 21913ms |
| Composite Indices | ||
| Value Score | 100.0 | 33.4 |
| Reasoning Score | 34.7 | 54.0 |
| Intelligence | 21.1 | 17.9 |
| Coding | 36.2 | — |
| Math | — | 84.7 |
| Standard Benchmarks | ||
| GPQA | 73.7% | 73.3% |
| MMLU Pro | — | 81.8% |
| HLE | 9.3% | 9.6% |
| LiveCodeBench | — | 73.8% |
| AIME 2025 | — | 84.7% |
| SciCode | 32.3% | 28.5% |
| LCR | 40.0% | 55.3% |
| IFBench | 35.2% | 59.4% |
| TAU-bench v2 | 79.5% | 45.6% |
| TerminalBench Hard | 18.2% | 7.6% |
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 VL 32B (Reasoning) has the strongest reasoning profile with a 54.0 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
- Code generation
- Software development
Qwen3 VL 32B (Reasoning)
- Complex reasoning tasks
- Research & analysis
