Atla vs GPT-6 Astra

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.

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GPT-6 Astra

OpenAI frontier model for difficult end-to-end reasoning and professional work.

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AttributeAtlaGPT-6 Astra
Pricing typeFree + paid (from $199/mo)Paid
Korean supportNoNo
PlatformsDesktop, API-
Open sourceNoNo
API available-Available
SDK--
LLM-basedYes-
MultimodalYes-
AI modelSelene, Selene Mini-
GitHub Stars--
VendorAtla-
CategoryDeveloper ToolsDeveloper Tools
DetailsView 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