Skip to main content

​
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 & Content CreationRecommended:
  • Claude Sonnet 4: Strong overall, complex tasks
  • GPT-4o Mini: Great value, high volume
  • Gemini 2.5 Flash: Fast, low cost
Use cases: Chatbots, content generation, copywriting

​
Image Generation

🎨 Image Generation Models
ModelFeaturesUse Case
Gemini 2.5 Flash ImageMultimodal, image-to-imageProduct photos, marketing
GPT-Image-1OpenAI official, stableProfessional
DALL·E 3High qualityCreative design

​
Code & Technical

💻 Code Generation & Development
ModelFeaturesRecommended For
Claude Sonnet 4Best code qualityComplex coding
GPT-4.1Full language supportGeneral dev
Gemini 2.5 ProUltra-long contextLarge projects
DeepSeek V3Cost-effectiveBudget-conscious

​
Get Advice

For specific use cases, contact us for professional recommendations:

Email Support

mla@nebula-data.com - Describe your use case
Please provide:
  • 🎯 Use case: Specific purpose
  • 📊 Scale: Expected daily calls
  • ⚡ Requirements: Speed, quality needs
  • 💰 Budget: Cost targets

​
Real Example

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
Reason: This task doesn’t need creativity but is cost/speed sensitive. Mini and Flash series offer best value.

​
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
Remember: Use newer models - they’re usually better AND cheaper!