Key Takeaways
Nova Lite 1.0 wins:
- Cheaper input tokens
- Cheaper output tokens
- Faster response time
GPT-5.2 Pro wins:
- Larger context window
- Higher intelligence benchmark
- Better at coding
- Better at math
Price Advantage
Nova Lite 1.0
Benchmark Advantage
GPT-5.2 Pro
Context Window
GPT-5.2 Pro
Speed
Nova Lite 1.0
Pricing Comparison
Price Comparison
| Metric | Nova Lite 1.0 | GPT-5.2 Pro | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $0.06 | $21.00 | Nova Lite 1.0 |
| Output (per 1M tokens) | $0.24 | $168.00 | Nova Lite 1.0 |
Using a 3:1 input/output ratio, Nova Lite 1.0 is 100% cheaper overall.
Nova Lite 1.0 Providers
Amazon Bedrock $0.06 (Cheapest)
GPT-5.2 Pro Providers
OpenAI $21.00 (Cheapest)
Benchmark Comparison
7
Benchmarks Compared
0
Nova Lite 1.0 Wins
6
GPT-5.2 Pro Wins
Benchmark Scores
| Benchmark | Nova Lite 1.0 | GPT-5.2 Pro | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 12.4 | 51.2 | |
Coding Index Code generation & understanding | 5.1 | 48.7 | |
Math Index Mathematical reasoning | 7.0 | 99.0 | |
MMLU Pro Academic knowledge | 59.0 | 87.4 | |
GPQA Graduate-level science | 43.3 | 90.3 | |
LiveCodeBench Competitive programming | 16.7 | 88.9 | |
AIME Competition math | 10.7 | - | - |
GPT-5.2 Pro significantly outperforms in coding benchmarks.
Cost vs Quality
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Nova Lite 1.0
Other models
Context & Performance
Context Window
Nova Lite 1.0
300,000
tokens
Max output: 5,120 tokens
GPT-5.2 Pro
400,000
tokens
Max output: 128,000 tokens
GPT-5.2 Pro has a 25% larger context window.
Speed Performance
| Metric | Nova Lite 1.0 | GPT-5.2 Pro | Winner |
|---|---|---|---|
| Tokens/second | 224.8 tok/s | 98.3 tok/s | |
| Time to First Token | 0.38s | 46.57s |
Nova Lite 1.0 responds 129% faster on average.
Capabilities
Feature Comparison
| Feature | Nova Lite 1.0 | GPT-5.2 Pro |
|---|---|---|
| Vision (Image Input) | ||
| Tool/Function Calls | ||
| Reasoning Mode | ||
| Audio Input | ||
| Audio Output | ||
| PDF Input | ||
| Prompt Caching | ||
| Web Search |
License & Release
| Property | Nova Lite 1.0 | GPT-5.2 Pro |
|---|---|---|
| License | Proprietary | Proprietary |
| Author | Amazon | OpenAI |
| Released | Dec 2024 | Dec 2025 |
Nova Lite 1.0 Modalities
Input
textimage
Output
text
GPT-5.2 Pro Modalities
Input
imagetextfile
Output
text