Key Takeaways
Nova Pro 1.0 wins:
- Larger context window
- Supports vision
DeepSeek V3.2 wins:
- Cheaper input tokens
- Cheaper output tokens
- Faster response time
- Higher intelligence benchmark
- Better at coding
- Better at math
- Has reasoning mode
Price Advantage
DeepSeek V3.2
Benchmark Advantage
DeepSeek V3.2
Context Window
Nova Pro 1.0
Speed
DeepSeek V3.2
Pricing Comparison
Price Comparison
| Metric | Nova Pro 1.0 | DeepSeek V3.2 | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $0.80 | $0.26 | DeepSeek V3.2 |
| Output (per 1M tokens) | $3.20 | $0.38 | DeepSeek V3.2 |
| Cache Read (per 1M) | N/A | $0.03 | DeepSeek V3.2 |
Using a 3:1 input/output ratio, DeepSeek V3.2 is 79% cheaper overall.
Nova Pro 1.0 Providers
No provider data available
DeepSeek V3.2 Providers
No provider data available
Benchmark Comparison
8
Benchmarks Compared
0
Nova Pro 1.0 Wins
6
DeepSeek V3.2 Wins
Benchmark Scores
| Benchmark | Nova Pro 1.0 | DeepSeek V3.2 | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 13.5 | 32.1 | |
Coding Index Code generation & understanding | 11.0 | 34.6 | |
Math Index Mathematical reasoning | 7.0 | 59.0 | |
MMLU Pro Academic knowledge | 69.1 | 83.7 | |
GPQA Graduate-level science | 49.9 | 75.1 | |
LiveCodeBench Competitive programming | 23.3 | 59.3 | |
Aider Real-world code editing | 54.1 | - | - |
AIME Competition math | 10.7 | - | - |
DeepSeek V3.2 significantly outperforms in coding benchmarks.
Cost vs Quality
X-axis:
Y-axis:
Loading chart...
Nova Pro 1.0
Other models
Context & Performance
Context Window
Nova Pro 1.0
300,000
tokens
DeepSeek V3.2
163,840
tokens
Nova Pro 1.0 has a 45% larger context window.
Speed Performance
| Metric | Nova Pro 1.0 | DeepSeek V3.2 | Winner |
|---|---|---|---|
| Tokens/second | 0.0 tok/s | 24.4 tok/s | |
| Time to First Token | 0.00s | 1.43s |
DeepSeek V3.2 responds Infinity% faster on average.
Capabilities
Feature Comparison
| Feature | Nova Pro 1.0 | DeepSeek V3.2 |
|---|---|---|
| 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 | DeepSeek V3.2 |
|---|---|---|
| License | Proprietary | Open Source |
| Author | Amazon | Deepseek |
| Released | Dec 2024 | Dec 2025 |
Nova Pro 1.0 Modalities
Input
textimage
Output
text
DeepSeek V3.2 Modalities
Input
text
Output
text