Key Takeaways
Nova Pro 1.0 wins:
- Larger context window
- Better at math
Qwen3.5-122B-A10B wins:
- Cheaper input tokens
- Cheaper output tokens
- Faster response time
- Higher intelligence benchmark
- Better at coding
Price Advantage
Qwen3.5-122B-A10B
Benchmark Advantage
Qwen3.5-122B-A10B
Context Window
Nova Pro 1.0
Speed
Qwen3.5-122B-A10B
Pricing Comparison
Price Comparison
| Metric | Nova Pro 1.0 | Qwen3.5-122B-A10B | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $0.80 | $0.26 | Qwen3.5-122B-A10B |
| Output (per 1M tokens) | $3.20 | $2.08 | Qwen3.5-122B-A10B |
| Cache Read (per 1M) | N/A | $0.30 | Qwen3.5-122B-A10B |
Using a 3:1 input/output ratio, Qwen3.5-122B-A10B is 49% cheaper overall.
Nova Pro 1.0 Providers
No provider data available
Qwen3.5-122B-A10B Providers
No provider data available
Benchmark Comparison
8
Benchmarks Compared
0
Nova Pro 1.0 Wins
3
Qwen3.5-122B-A10B Wins
Benchmark Scores
| Benchmark | Nova Pro 1.0 | Qwen3.5-122B-A10B | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 13.5 | 35.9 | |
Coding Index Code generation & understanding | 11.0 | 31.6 | |
Math Index Mathematical reasoning | 7.0 | - | - |
MMLU Pro Academic knowledge | 69.1 | - | - |
GPQA Graduate-level science | 49.9 | 82.7 | |
LiveCodeBench Competitive programming | 23.3 | - | - |
Aider Real-world code editing | 54.1 | - | - |
AIME Competition math | 10.7 | - | - |
Qwen3.5-122B-A10B significantly outperforms in coding benchmarks.
Cost vs Quality
X-axis:
Y-axis:
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Nova Pro 1.0
Other models
Context & Performance
Context Window
Nova Pro 1.0
300,000
tokens
Qwen3.5-122B-A10B
262,144
tokens
Nova Pro 1.0 has a 13% larger context window.
Speed Performance
| Metric | Nova Pro 1.0 | Qwen3.5-122B-A10B | Winner |
|---|---|---|---|
| Tokens/second | 0.0 tok/s | 146.6 tok/s | |
| Time to First Token | 0.00s | 1.03s |
Qwen3.5-122B-A10B responds Infinity% faster on average.
Capabilities
Feature Comparison
| Feature | Nova Pro 1.0 | Qwen3.5-122B-A10B |
|---|---|---|
| Vision (Image Input) | ||
| Tool/Function Calls | ||
| Reasoning Mode | ||
| Audio Input | ||
| Audio Output | ||
| PDF Input | ||
| Prompt Caching | ||
| Web Search |
License & Release
| Property | Nova Pro 1.0 | Qwen3.5-122B-A10B |
|---|---|---|
| License | Proprietary | Open Source |
| Author | Amazon | Qwen |
| Released | Dec 2024 | Feb 2026 |
Nova Pro 1.0 Modalities
Input
textimage
Output
text
Qwen3.5-122B-A10B Modalities
Input
textimagevideo
Output
text