Model Comparison
o3-pro
vs. Qwen3.5 122B A10B (Non-reasoning)
Comparing 2 AI models · 7 benchmarks · OpenAI, Alibaba
Recommended Pick
AlQwen3.5 122B A10B (Non-reasoning)7 metric winsStrongest on: Value, Input price, Output price
Best Value
Qwen3.5 122B A10B (Non-reasoning)
100.0 value score
41.7 reasoning / $1.10/1M
Lowest Price
Qwen3.5 122B A10B (Non-reasoning)
$0.40/1M input price
Best Reasoning
o3-pro
58.5 reasoning score
Blends available reasoning benchmarks
Best for Coding
Qwen3.5 122B A10B (Non-reasoning)
43.3 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
Qwen3.5 122B A10B (Non-reasoning) has the strongest quality-to-price mix at 100.0 out of 100 value points.
Price gap
Qwen3.5 122B A10B (Non-reasoning) is 50x cheaper on input tokens than o3-pro.
Speed gap
Qwen3.5 122B A10B (Non-reasoning) generates about 6.3x as many tokens per second as o3-pro.
Reasoning gap
o3-pro leads Qwen3.5 122B A10B (Non-reasoning) by 16.8 points on reasoning.
Top-pick rationale
Qwen3.5 122B A10B (Non-reasoning) wins 7 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.
o3-pro
OpenAI
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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Qwen3.5 122B A10B (Non-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 | Op o3-pro | Top Pick Al Qwen3.5 122B A10B (Non-reasoning) |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $20.00/1M | $0.40/1M |
| Output Cost | $80.00/1M | $3.20/1M |
| Blended (3:1) | $35.00/1M | $1.10/1M |
| Specifications | ||
| Organization | OpenAI | Alibaba |
| Release Date | Jun 10, 2025 | Feb 24, 2026 |
| Performance & Speed | ||
| Throughput | 26.1 tok/s | 164.7 tok/s |
| TTFT | 64687ms | 1016ms |
| Latency | 64687ms | 1016ms |
| Composite Indices | ||
| Value Score | 4.4 | 100.0 |
| Reasoning Score | 58.5 | 41.7 |
| Intelligence | 32.5 | 27.6 |
| Coding | — | 43.3 |
| Standard Benchmarks | ||
| GPQA | 84.5% | 82.7% |
| HLE | — | 14.8% |
| SciCode | — | 35.6% |
| LCR | — | 56.0% |
| IFBench | — | 50.8% |
| TAU-bench v2 | — | 84.5% |
| TerminalBench Hard | — | 29.5% |
Key Takeaways
Qwen3.5 122B A10B (Non-reasoning) offers the best value at $0.40/1M,making it ideal for high-volume applications and cost-conscious projects.
o3-pro has the strongest reasoning profile with a 58.5 reasoning score,combining the available reasoning-heavy benchmarks.
Qwen3.5 122B A10B (Non-reasoning) reaches a 43.3 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
o3-pro
- Complex reasoning tasks
- Research & analysis
Qwen3.5 122B A10B (Non-reasoning)
- Cost-sensitive applications
- High-volume processing
- Code generation
- Software development
