GPT-4o vs Amazon Nova Lite
Performance benchmarks + pricing comparison — updated April 2026
GPT-4o
OpenAIOpenAI's flagship multimodal model. Strong coding and reasoning at competitive pricing.
| Input | $2.50/M |
| Output | $10.00/M |
| Context | 128K tokens |
| Best For | General coding, multimodal tasks, chatbots |
| Benchmark | 75/100 |
Amazon Nova Lite
AmazonAmazon's lightweight multimodal model. Good balance of cost and capability for image + text.
| Input | $0.060/M |
| Output | $0.240/M |
| Context | 300K tokens |
| Best For | Image understanding, chat, content generation |
Cost Comparison by Scenario
Estimated cost per project with 30% cache hit rate. Actual costs may vary based on usage patterns.
| Scenario | GPT-4o | Amazon Nova Lite | Savings |
|---|---|---|---|
| Small Script (1K lines) | $0.41 | <$0.01 | Amazon Nova Lite saves $0.40 (98%) |
| Medium Feature (10K lines) | $3.06 | $0.07 | Amazon Nova Lite saves $2.99 (98%) |
| Large Project (50K lines) | $15.31 | $0.34 | Amazon Nova Lite saves $14.97 (98%) |
| Code Review (5K lines) | $0.78 | $0.02 | Amazon Nova Lite saves $0.76 (98%) |
Verdict
Amazon Nova Lite wins on both price and performance — $0.060/M input with a benchmark score of N/A/100.
For most developers, this is the clear choice between these two models.
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