AI Models
SumoData Toolbox supports multiple AI models from sumopod.com. Choose the right model for your needs.
Available Models
⚡ Sumo Lightning
Model ID: claude-haiku-4-5
- Best for: Fast, everyday tasks
- Speed: ⚡⚡⚡⚡⚡
- Capability: ⭐⭐⭐
- Cost: 💰
Perfect for quick optimizations, simple explanations, and rapid iterations.
Use cases:
- SQL optimization
- Regex explanations
- Quick docstring generation
⚡ Sumo Thunder
Model ID: kimi-k2
- Best for: Complex reasoning tasks
- Speed: ⚡⚡⚡⚡
- Capability: ⭐⭐⭐⭐
- Cost: 💰💰
Great for tasks requiring deeper analysis and understanding.
Use cases:
- Complex SQL query explanations
- Advanced pandas optimization
- Detailed code analysis
🔥 Sumo Titan Pro
Model ID: gemini/gemini-2.5-pro
- Best for: Maximum capability tasks
- Speed: ⚡⚡⚡
- Capability: ⭐⭐⭐⭐⭐
- Cost: 💰💰💰
The most powerful option for complex, multi-step tasks.
Use cases:
- Complex ML training loops
- Advanced schema design
- Comprehensive code refactoring
💨 Sumo Flash
Model ID: gemini/gemini-2.0-flash
- Best for: Ultra-fast responses
- Speed: ⚡⚡⚡⚡⚡
- Capability: ⭐⭐⭐
- Cost: 💰
Blazing fast for simple, straightforward tasks.
Use cases:
- Type hint generation
- Simple SQL queries
- Cron expression generation
✨ Sumo Spark
Model ID: gpt-4o-mini
- Best for: Balanced performance
- Speed: ⚡⚡⚡⚡
- Capability: ⭐⭐⭐⭐
- Cost: 💰💰
Well-rounded model for most tasks.
Use cases:
- General purpose tasks
- Mixed workloads
- Team collaboration
🌟 Sumo Nova
Model ID: gpt-5-mini
- Best for: Next-generation features
- Speed: ⚡⚡⚡⚡
- Capability: ⭐⭐⭐⭐
- Cost: 💰💰
Latest model with cutting-edge capabilities.
Use cases:
- Experimental features
- Advanced reasoning
- Future-proof workflows
Changing Models
Via Settings
- Open VS Code Settings (
Ctrl+,) - Search for "SumoData"
- Find "Model" setting
- Select from dropdown
Via Sidebar
- Click SumoData icon in sidebar
- Use the "AI Model" dropdown
- Select your preferred model
Via Configuration File
Edit .vscode/settings.json:
json
{
"sumodata.model": "claude-haiku-4-5"
}Model Selection Guide
For Speed
- 💨 Sumo Flash
- ⚡ Sumo Lightning
- ✨ Sumo Spark
For Quality
- 🔥 Sumo Titan Pro
- ⚡ Sumo Thunder
- 🌟 Sumo Nova
For Cost Efficiency
- ⚡ Sumo Lightning
- 💨 Sumo Flash
- ✨ Sumo Spark
For Complex Tasks
- 🔥 Sumo Titan Pro
- 🌟 Sumo Nova
- ⚡ Sumo Thunder
Performance Tips
- Start with Lightning: Good for 80% of tasks
- Upgrade when needed: Switch to Titan Pro for complex work
- Batch similar tasks: Use same model for consistency
- Monitor usage: Check your API quota regularly
Model Comparison
| Feature | Lightning | Thunder | Titan Pro | Flash | Spark | Nova |
|---|---|---|---|---|---|---|
| Speed | ⚡⚡⚡⚡⚡ | ⚡⚡⚡⚡ | ⚡⚡⚡ | ⚡⚡⚡⚡⚡ | ⚡⚡⚡⚡ | ⚡⚡⚡⚡ |
| Quality | ⭐⭐⭐ | ⭐⭐⭐⭐ | ⭐⭐⭐⭐⭐ | ⭐⭐⭐ | ⭐⭐⭐⭐ | ⭐⭐⭐⭐ |
| Cost | 💰 | 💰💰 | 💰💰💰 | 💰 | 💰💰 | 💰💰 |
| Best Use | Quick tasks | Analysis | Complex | Ultra-fast | Balanced | Advanced |