Model Comparison
Qwen3 Coder Next
vs. Qwen3 VL 32B Instruct
Comparing 2 AI models · 10 benchmarks · Alibaba
Recommended Pick
Al Qwen3 Coder Next 15 metric wins Strongest on: Value, Input price, Output price
Best Value
Qwen3 Coder Next
100.0 value score
37.1 reasoning / $0.56/1M
Lowest Price
Qwen3 Coder Next
$0.35/1M input price
Best Reasoning
Qwen3 VL 32B Instruct
45.4 reasoning score
Blends available reasoning benchmarks
Best for Coding
Qwen3 Coder Next
22.9 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 Instruct.
Reasoning gap
Qwen3 VL 32B Instruct leads Qwen3 Coder Next by 8.3 points on reasoning.
Coding gap
Qwen3 Coder Next leads Qwen3 VL 32B Instruct by 7.3 points on coding.
Top-pick rationale
Qwen3 Coder Next wins 15 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
—
Time
—
tok/s
—
Tokens
—
Cost
—
Qwen3 VL 32B Instruct
Alibaba
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Which answer was more useful?
Full Comparison
| Metric | Top Pick Al Qwen3 Coder Next | Al Qwen3 VL 32B Instruct |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.35/1M | $0.70/1M |
| Output Cost | $1.20/1M | $2.80/1M |
| Blended (3:1) | $0.56/1M | $1.22/1M |
| Specifications | ||
| Organization | Alibaba | Alibaba |
| Release Date | Feb 3, 2026 | Oct 21, 2025 |
| Performance & Speed | ||
| Throughput | 79.2 tok/s | 78.2 tok/s |
| TTFT | 1187ms | 1266ms |
| Latency | 1187ms | 1266ms |
| Composite Indices | ||
| Value Score | 100.0 | 56.2 |
| Reasoning Score | 37.1 | 45.4 |
| Intelligence | 28.3 | 17.2 |
| Coding | 22.9 | 15.6 |
| Math | — | 68.3 |
| Standard Benchmarks | ||
| GPQA | 73.7% | 67.1% |
| MMLU Pro | — | 79.1% |
| HLE | 9.3% | 6.3% |
| LiveCodeBench | — | 51.4% |
| AIME 2025 | — | 68.3% |
| SciCode | 32.3% | 30.1% |
| LCR | 40.0% | 31.3% |
| IFBench | 35.2% | 39.2% |
| TAU-bench v2 | 79.5% | 29.2% |
| TerminalBench Hard | 18.2% | 8.3% |
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 Instruct has the strongest reasoning profile with a 45.4 reasoning score, combining the available reasoning-heavy benchmarks.
Qwen3 Coder Next reaches a 22.9 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 Instruct
- Complex reasoning tasks
- Research & analysis
