Model Comparison
Qwen3 Coder Next
vs. GPT-5.4 (Xhigh)
Comparing 2 AI models · 0 benchmarks · Alibaba, OpenAI
Recommended Pick
AlQwen3 Coder Next6 metric winsStrongest on: Value, Input price, Output price
Best Value
Qwen3 Coder Next
100.0 value score
9.2 reasoning / $0.56/1M
Lowest Price
Qwen3 Coder Next
$0.35/1M input price
Best Reasoning
GPT-5.4 (Xhigh)
39.0 reasoning score
Blends available reasoning benchmarks
Best for Coding
GPT-5.4 (Xhigh)
71.1 coding index
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 7.1x cheaper on input tokens than GPT-5.4 (Xhigh).
Speed gap
GPT-5.4 (Xhigh) generates about 1.1x as many tokens per second as Qwen3 Coder Next.
Reasoning gap
GPT-5.4 (Xhigh) leads Qwen3 Coder Next by 29.8 points on reasoning.
Coding gap
GPT-5.4 (Xhigh) leads Qwen3 Coder Next by 34.9 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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GPT-5.4 (Xhigh)
OpenAI
TTFT
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Time
—
tok/s
—
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 | Op GPT-5.4 (Xhigh) |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.35/1M | $2.50/1M |
| Output Cost | $1.20/1M | $15.00/1M |
| Blended (3:1) | $0.56/1M | $5.63/1M |
| Specifications | ||
| Organization | Alibaba | OpenAI |
| Release Date | Feb 3, 2026 | Mar 5, 2026 |
| Performance & Speed | ||
| Throughput | 80.1 tok/s | 90.1 tok/s |
| TTFT | 1290ms | 192940ms |
| Latency | 1290ms | 192940ms |
| Composite Indices | ||
| Value Score | 100.0 | 42.4 |
| Reasoning Score | 9.2 | 39.0 |
| Intelligence | 9.2 | 39.0 |
| Coding | 36.2 | 71.1 |
Key Takeaways
Qwen3 Coder Next offers the best value at $0.35/1M,making it ideal for high-volume applications and cost-conscious projects.
GPT-5.4 (Xhigh) has the strongest reasoning profile with a 39.0 reasoning score,combining the available reasoning-heavy benchmarks.
GPT-5.4 (Xhigh) reaches a 71.1 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
GPT-5.4 (Xhigh)
- Complex reasoning tasks
- Research & analysis
- Code generation
- Software development
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