Model Comparison
Gemini 3.1 Pro Preview
vs. Qwen3.7 Max
Comparing 2 AI models · 7 benchmarks · Google, Alibaba
Recommended Pick
GoGemini 3.1 Pro Preview10 metric winsStrongest on: Input price, Reasoning, Intelligence
Best Value
Qwen3.7 Max
100.0 value score
58.8 reasoning / $3.75/1M
Lowest Price
Gemini 3.1 Pro Preview
$2.00/1M input price
Best Reasoning
Gemini 3.1 Pro Preview
61.8 reasoning score
Blends available reasoning benchmarks
Best for Coding
Gemini 3.1 Pro Preview
68.8 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
Qwen3.7 Max has the strongest quality-to-price mix at 100.0 out of 100 value points.
Price gap
Gemini 3.1 Pro Preview is 1.3x cheaper on input tokens than Qwen3.7 Max.
Speed gap
Qwen3.7 Max generates about 1.4x as many tokens per second as Gemini 3.1 Pro Preview.
Reasoning gap
Gemini 3.1 Pro Preview leads Qwen3.7 Max by 3.0 points on reasoning.
Coding gap
Gemini 3.1 Pro Preview leads Qwen3.7 Max by 2.8 points on coding.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Gemini 3.1 Pro Preview
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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Qwen3.7 Max
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 Go Gemini 3.1 Pro Preview | Al Qwen3.7 Max |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $2.00/1M | $2.50/1M |
| Output Cost | $12.00/1M | $7.50/1M |
| Blended (3:1) | $4.50/1M | $3.75/1M |
| Specifications | ||
| Organization | Alibaba | |
| Release Date | Feb 19, 2026 | May 19, 2026 |
| Performance & Speed | ||
| Throughput | 139.9 tok/s | 196.8 tok/s |
| TTFT | 20898ms | 1661ms |
| Latency | 20898ms | 13903ms |
| Composite Indices | ||
| Value Score | 87.5 | 100.0 |
| Reasoning Score | 61.8 | 58.8 |
| Intelligence | 46.5 | 46.0 |
| Coding | 68.8 | 66.0 |
| Standard Benchmarks | ||
| GPQA | 94.1% | 92.3% |
| HLE | 44.7% | 38.1% |
| SciCode | 58.9% | 48.8% |
| LCR | 72.7% | 69.0% |
| IFBench | 77.1% | 80.5% |
| TAU-bench v2 | 95.6% | 94.7% |
| TerminalBench Hard | 53.8% | 50.8% |
Key Takeaways
Gemini 3.1 Pro Preview offers the best value at $2.00/1M,making it ideal for high-volume applications and cost-conscious projects.
Gemini 3.1 Pro Preview has the strongest reasoning profile with a 61.8 reasoning score,combining the available reasoning-heavy benchmarks.
Gemini 3.1 Pro Preview reaches a 68.8 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
Gemini 3.1 Pro Preview
- Cost-sensitive applications
- High-volume processing
- Complex reasoning tasks
- Research & analysis
- Code generation
- Software development
Qwen3.7 Max
- General-purpose AI
- Versatile applications
