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unify vs Sectr

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

unify compared with Sectr
Detailunify logo unify Sectr
What it doesModels that keep learning Deploy your AI agent in one click
StageNot given MVP
FoundedNot given Not given
Based inUS Not given
Pricing modelNot given Free
PricingNot given Free during beta
Key features
  • Continuous model training from user interactions
  • Automatic quality improvement
  • Reduced latency and cost over time
  • User-owned learning flywheel
  • One-click cloud deployment
  • Support for multiple frameworks (OpenAI Agents SDK, Pydantic AI, LangGraph, CopilotKit)
  • Built-in AG-UI endpoint for frontend integration
  • Live session replay and debugging
  • Streaming text, tool calls and approvals
  • Durable sessions and message persistence
  • Serverless human-in-the-loop approvals
  • Local development environment matching production
  • Scale to zero during waits
  • Encrypted secrets management
What makes it different
  • Models learn inside the harness rather than remaining frozen
  • Eliminates the limitation of frozen models with notepads
  • Works with any agent framework without framework-specific dependencies
  • Handles infrastructure complexity like journaling, approvals, and state persistence automatically
  • Stateless hosting with all conversation state managed on Sectr
  • Native CopilotKit integration with no additional SDK or event parsing needed
  • Approvals persist through browser refresh without losing agent progress
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)56 no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)260
Citation Flow (Majestic)370
Referring domains (Majestic)6100

3 details filled in for both companies.

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