Dagster vs ZCode

A side-by-side comparison of features, pricing, and characteristics.

Dagster

Dagster is a cloud-native data orchestrator that manages pipelines as a flow of 'Data Assets' rather than just tasks.

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ZCode

An agentic development environment (ADE) desktop app by Z.ai built for planning, coding, reviewing, and deploying software powered by GLM-5.2.

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AttributeDagsterZCode
Pricing typeFree + paid (from $0.04/mo)Free + paid (from $18/mo)
Korean supportYesNo
PlatformsWeb, Desktop, API, CLImacOS, Windows, Linux
Open sourceYesNo
API availableAvailable-
SDKAvailable-
LLM-based-Yes
Multimodal--
AI model-GLM
GitHub Stars16.1K-
VendorDagster LabsZ.AI Co., Ltd.
CategoryDeveloper ToolsDeveloper Tools
DetailsView View

Dagster key features

  • Software-Defined Assets (SDA)
  • Data lineage tracking
  • Declarative automation
  • Strong local development
  • Data quality checks
  • Integrated UI & visibility

ZCode key features

  • Goal-based task management for long-horizon planning and execution
  • Deep integration with GLM-5.2 reasoning and coding model
  • Multi-agent orchestration and coordination for development workflows
  • Mobile remote control via WeChat and Telegram
  • Built-in terminal, version control, and MCP support