Key Takeaways
Nova Premier 1.0 wins:
- Larger context window
- Faster response time
- Better at coding
- Better at math
Gemma 2 27B wins:
- Cheaper input tokens
- Cheaper output tokens
- Higher intelligence benchmark
Price Advantage
Gemma 2 27B
Benchmark Advantage
Nova Premier 1.0
Context Window
Nova Premier 1.0
Speed
Nova Premier 1.0
Pricing Comparison
Price Comparison
| Metric | Nova Premier 1.0 | Gemma 2 27B | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $2.50 | $0.65 | Gemma 2 27B |
| Output (per 1M tokens) | $12.50 | $0.65 | Gemma 2 27B |
| Cache Read (per 1M) | $0.63 | N/A | Nova Premier 1.0 |
Using a 3:1 input/output ratio, Gemma 2 27B is 87% cheaper overall.
Nova Premier 1.0 Providers
No provider data available
Gemma 2 27B Providers
No provider data available
Benchmark Comparison
9
Benchmarks Compared
2
Nova Premier 1.0 Wins
1
Gemma 2 27B Wins
Benchmark Scores
| Benchmark | Nova Premier 1.0 | Gemma 2 27B | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 19.0 | 36.2 | |
Coding Index Code generation & understanding | 13.8 | - | - |
Math Index Mathematical reasoning | 17.3 | - | - |
MMLU Pro Academic knowledge | 73.3 | 38.4 | |
GPQA Graduate-level science | 56.9 | 16.7 | |
LiveCodeBench Competitive programming | 31.7 | - | - |
Aider Real-world code editing | - | 36.1 | - |
AIME Competition math | 17.0 | - | - |
BBH Big-Bench Hard | - | 49.3 | - |
Nova Premier 1.0 significantly outperforms in coding benchmarks.
Cost vs Quality
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Y-axis:
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Nova Premier 1.0
Other models
Context & Performance
Context Window
Nova Premier 1.0
1,000,000
tokens
Gemma 2 27B
8,192
tokens
Nova Premier 1.0 has a 99% larger context window.
Speed Performance
| Metric | Nova Premier 1.0 | Gemma 2 27B | Winner |
|---|---|---|---|
| Tokens/second | 72.2 tok/s | N/A | |
| Time to First Token | 0.84s | N/A |
Capabilities
Feature Comparison
| Feature | Nova Premier 1.0 | Gemma 2 27B |
|---|---|---|
| Vision (Image Input) | ||
| Tool/Function Calls | ||
| Reasoning Mode | ||
| Audio Input | ||
| Audio Output | ||
| PDF Input | ||
| Prompt Caching | ||
| Web Search |
License & Release
| Property | Nova Premier 1.0 | Gemma 2 27B |
|---|---|---|
| License | Proprietary | Open Source |
| Author | Amazon | |
| Released | Oct 2025 | Jul 2024 |
Nova Premier 1.0 Modalities
Input
textimage
Output
text
Gemma 2 27B Modalities
Input
text
Output
text