Langfuse vs ZCode

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

Langfuse

Langfuse provides traces, evaluations, prompt management, and metrics to debug and improve 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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AttributeLangfuseZCode
Pricing typeFree + paid (from $29/mo)Free + paid (from $18/mo)
Korean supportPartialNo
PlatformsCLI, Desktop, APImacOS, Windows, Linux
Open sourceYesNo
API availableAvailable-
SDKAvailable-
LLM-basedYesYes
MultimodalYes-
AI modelGPTGLM
GitHub Stars34.4K-
VendorLangfuseZ.AI Co., Ltd.
CategoryDeveloper ToolsDeveloper Tools
DetailsView View

Langfuse key features

  • LLM Observability and Tracing
  • Prompt Management
  • Evaluation and Datasets

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