Atla vs Gemini 3.8 Flash
A side-by-side comparison of features, pricing, and characteristics.
Atla
Atla is an evaluation tool designed to help developers automatically discover and fix underlying issues in AI agents.
Read the full reviewGemini 3.8 Flash
Google stable Flash model for long-horizon software engineering and autonomous agents.
Read the full review| Attribute | Atla | Gemini 3.8 Flash |
|---|---|---|
| Pricing type | Free + paid (from $199/mo) | Paid |
| Korean support | No | No |
| Platforms | Desktop, API | - |
| Open source | No | No |
| API available | - | Available |
| SDK | - | - |
| LLM-based | Yes | - |
| Multimodal | Yes | - |
| AI model | Selene, Selene Mini | - |
| GitHub Stars | - | - |
| Vendor | Atla | - |
| Category | Developer Tools | Developer Tools |
| Details | View | View |
Atla key features
- Automated span-level evaluation using LLM judges
- Real-time monitoring of agent thoughts and tool calls
- Automatic clustering and ranking of failure patterns
- Side-by-side comparison of agent versions
- Actionable improvement suggestions for specific errors