Model Comparison
Qwen3 Coder Next
vs. Qwen3 VL 8B Instruct
Comparing 2 AI models · 10 benchmarks · Alibaba
Recommended Pick
Al Qwen3 Coder Next 10 metric wins Strongest on: Reasoning, Intelligence, Coding
Best Value
Qwen3 VL 8B Instruct
100.0 value score
22.9 reasoning / $0.31/1M
Lowest Price
Qwen3 VL 8B Instruct
$0.18/1M input price
Best Reasoning
Qwen3 Coder Next
37.1 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 VL 8B Instruct has the strongest quality-to-price mix at 100.0 out of 100 value points.
Price gap
Qwen3 VL 8B Instruct is 1.9x cheaper on input tokens than Qwen3 Coder Next.
Speed gap
Qwen3 VL 8B Instruct generates about 1.7x as many tokens per second as Qwen3 Coder Next.
Reasoning gap
Qwen3 Coder Next leads Qwen3 VL 8B Instruct by 14.2 points on reasoning.
Coding gap
Qwen3 Coder Next leads Qwen3 VL 8B Instruct by 15.6 points on coding.
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 8B Instruct
Alibaba
TTFT
—
Time
—
tok/s
—
Tokens
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Cost
—
Which answer was more useful?
Full Comparison
| Metric | Top Pick Al Qwen3 Coder Next | Al Qwen3 VL 8B Instruct |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.35/1M | $0.18/1M |
| Output Cost | $1.20/1M | $0.70/1M |
| Blended (3:1) | $0.56/1M | $0.31/1M |
| Specifications | ||
| Organization | Alibaba | Alibaba |
| Release Date | Feb 3, 2026 | Oct 14, 2025 |
| Performance & Speed | ||
| Throughput | 84.9 tok/s | 142.2 tok/s |
| TTFT | 1136ms | 976ms |
| Latency | 1136ms | 976ms |
| Composite Indices | ||
| Value Score | 89.3 | 100.0 |
| Reasoning Score | 37.1 | 22.9 |
| Intelligence | 28.3 | 14.3 |
| Coding | 22.9 | 7.3 |
| Math | — | 27.3 |
| Standard Benchmarks | ||
| GPQA | 73.7% | 42.7% |
| MMLU Pro | — | 68.6% |
| HLE | 9.3% | 2.9% |
| LiveCodeBench | — | 33.2% |
| AIME 2025 | — | 27.3% |
| SciCode | 32.3% | 17.4% |
| LCR | 40.0% | 15.3% |
| IFBench | 35.2% | 32.3% |
| TAU-bench v2 | 79.5% | 29.2% |
| TerminalBench Hard | 18.2% | 2.3% |
Key Takeaways
Qwen3 VL 8B Instruct offers the best value at $0.18/1M, making it ideal for high-volume applications and cost-conscious projects.
Qwen3 Coder Next has the strongest reasoning profile with a 37.1 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
- Complex reasoning tasks
- Research & analysis
- Code generation
- Software development
Qwen3 VL 8B Instruct
- Cost-sensitive applications
- High-volume processing
