Quick Model Overview
Model Information
View latest model list, performance metrics and pricing
Core Selection Principles
Use Newer Models
Prefer new models
- Better performance
- Often cheaper
- More features
- Longer context
Match Your Use Case
Match actual needs
- Data analysis: Strong reasoning models
- Chat apps: Balance performance & cost
- Creative: Multimodal models
- Batch processing: Cost-effective models
Scenario Recommendations
Text Generation & Chat
- General Chat
- Complex Reasoning
- Batch Processing
General Chat & Content CreationRecommended:
- Claude Sonnet 4: Strong overall, complex tasks
- GPT-4o Mini: Great value, high volume
- Gemini 2.5 Flash: Fast, low cost
Image Generation
Image Generation Models| Model | Features | Use Case |
|---|---|---|
| Gemini 2.5 Flash Image | Multimodal, image-to-image | Product photos, marketing |
| GPT-Image-1 | OpenAI official, stable | Professional |
| DALL·E 3 | High quality | Creative design |
Code & Technical
Code Generation & Development| Model | Features | Recommended For |
|---|---|---|
| Claude Sonnet 4 | Best code quality | Complex coding |
| GPT-4.1 | Full language support | General dev |
| Gemini 2.5 Pro | Ultra-long context | Large projects |
| DeepSeek V3 | Cost-effective | Budget-conscious |
Get Advice
For specific use cases, contact us for professional recommendations:Email Support
mla@nebula-data.com - Describe your use case
- Use case: Specific purpose
- Scale: Expected daily calls
- Requirements: Speed, quality needs
- Budget: Cost targets
Real Example
Case: Batch Image Title Generation
Case: Batch Image Title Generation
Need: Generate titles for many product imagesRecommendation:
- GPT-4o Mini: Low cost, stable quality, good for batch
- Gemini 2.5 Flash: Faster, even cheaper, for huge batches
Model Updates
Stay UpdatedAI models evolve rapidly. New models often have better performance at lower prices. We recommend:
- Check model info page regularly
- Test new models with free credits
- Gradually switch to better models