OpenLLMetry vs ZCode

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

OpenLLMetry

OpenLLMetry is an open-source observability framework built on OpenTelemetry, designed specifically for LLM applications.

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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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AttributeOpenLLMetryZCode
Pricing typeFreeFree + paid (from $18/mo)
Korean supportYesNo
PlatformsAPI, SDK, CLImacOS, Windows, Linux
Open sourceYesNo
API availableAvailable-
SDKAvailable-
LLM-based-Yes
Multimodal--
AI model-GLM
GitHub Stars7.4K-
VendorTraceloopZ.AI Co., Ltd.
CategoryDeveloper ToolsDeveloper Tools
DetailsView View

OpenLLMetry key features

  • Automatic Tracing
  • OpenTelemetry Native
  • Cost & Token Tracking
  • Prompt/Response Logging
  • Vector DB Monitoring
  • Integration with Datadog/Honeycomb

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