Key Takeaways
Nova Pro 1.0 wins:
- Larger context window
- Faster response time
- Better at coding
- Better at math
- Supports vision
WizardLM-2 8x22B wins:
- Cheaper input tokens
- Cheaper output tokens
- Higher intelligence benchmark
Price Advantage
WizardLM-2 8x22B
Benchmark Advantage
Nova Pro 1.0
Context Window
Nova Pro 1.0
Speed
Nova Pro 1.0
Pricing Comparison
Price Comparison
| Metric | Nova Pro 1.0 | WizardLM-2 8x22B | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $0.80 | $0.62 | WizardLM-2 8x22B |
| Output (per 1M tokens) | $3.20 | $0.62 | WizardLM-2 8x22B |
Using a 3:1 input/output ratio, WizardLM-2 8x22B is 56% cheaper overall.
Nova Pro 1.0 Providers
No provider data available
WizardLM-2 8x22B Providers
No provider data available
Benchmark Comparison
9
Benchmarks Compared
3
Nova Pro 1.0 Wins
1
WizardLM-2 8x22B Wins
Benchmark Scores
| Benchmark | Nova Pro 1.0 | WizardLM-2 8x22B | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 13.5 | 33.1 | |
Coding Index Code generation & understanding | 11.0 | - | - |
Math Index Mathematical reasoning | 7.0 | - | - |
MMLU Pro Academic knowledge | 69.1 | 40.0 | |
GPQA Graduate-level science | 49.9 | 17.6 | |
LiveCodeBench Competitive programming | 23.3 | - | - |
Aider Real-world code editing | 54.1 | 44.4 | |
AIME Competition math | 10.7 | - | - |
BBH Big-Bench Hard | - | 48.6 | - |
Nova Pro 1.0 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
WizardLM-2 8x22B
65,535
tokens
Nova Pro 1.0 has a 78% larger context window.
Speed Performance
| Metric | Nova Pro 1.0 | WizardLM-2 8x22B | Winner |
|---|---|---|---|
| Tokens/second | 0.0 tok/s | N/A | |
| Time to First Token | 0.00s | N/A |
Capabilities
Feature Comparison
| Feature | Nova Pro 1.0 | WizardLM-2 8x22B |
|---|---|---|
| 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 | WizardLM-2 8x22B |
|---|---|---|
| License | Proprietary | Open Source |
| Author | Amazon | Microsoft |
| Released | Dec 2024 | Apr 2024 |
Nova Pro 1.0 Modalities
Input
textimage
Output
text
WizardLM-2 8x22B Modalities
Input
text
Output
text