Amplifying/agent-intelligence

Z.ai (Zhipu AI)

ZCode

Z.ai's official GLM-5.2 harness: a desktop agentic development environment to plan, code, review, and deploy, with a multi-agent workspace, subagents, Goal Mode, skills, MCP servers, a remote/cloud workspace, and an embedded headless CLI inside the app bundle.

DesktopCLICloudActiveProprietaryHosted model accessMCP Yes

166

Attributed output

GitHub public-attribution count, 2026-07-15

#35

Index rank

of 35 tracked agents

n/a

Business signal

No sourced business metric

n/a

Entry price

No published pricing

Not published

GitHub stars

No public repo

Not published

npm demand/wk

Public npm counter

Activity Over Time

Weekly attributed output on public GitHub. Output visible through the agent's own bot or workflow is exact; output measured through declared attribution is an estimate. Window: 2026-06-09 to 2026-07-06.

Market

Developer output

166

Public GitHub PRs attributed to ZCode

Derived from ZCode's tracked public GitHub series. A floor: work done under the developer's own identity, squash-merges, and private repositories are invisible.

Last full week (ending 2026-07-12): 36 agent-marked PRs (+100% week over week), search estimate.

Distinct users: 47 humans opened the 93 most recently sampled PRs, about 2 PRs per person.

Merge rate: 93.2% of its pull requests get merged (55 of 59 over 2 settled weeks, 2026-06-22 to 2026-07-05). The window ends about ten days back so recently-opened PRs have had time to merge.

GitHub review activity: 1.8% of its merged PRs had at least one GitHub review record before merging; the other 98.2% had none. This is a broad weekly signal and can include bot reviews; the human-review read below comes from the enriched PR sample.

Snapshot 2026-07-15, confidence Medium, tracked since 2026-06-09, +33.7% over 7 days. Read the methodology.

Index rank
#35 of 35
Demand share
No public npm package
Business signal
No sourced business metric
GitHub share
No public repo
npm channel
No public npm package
All sourced signals (3)Expand
SignalValueTypeConfidence
Latest releasev3.2.4 (2026-07-03)OfficialHigh
Flagship modelGLM-5.2 — Terminal-Bench 2.1 81.0, SWE-bench Pro 62.1 (strongest open-source coding model)OfficialHigh
GLM-5 open weights6,129 GitHub stars (Apache-2.0)Public metricHigh

Where ZCode Works

Languages
Python26%
TypeScript23%
Shell19%
JavaScript9%
Rust9%
Go8%
Frameworks
React86%
Flutter14%
Industries
AI/ML80%
Education9%
Gaming5%
Devtools3%
Finance2%
Media2%
Countries
China50%
India11%
United States of America11%
Canada6%
France6%
Germany6%

Share of ZCode's own classified sampled work by segment; countries reflect where its PR authors are based. Full breakdowns: Languages, Frameworks, Industries, Map.

Pricing And Economics

Expand

The ZCode desktop app is a free download; model usage runs on the GLM Coding Plan subscription (Lite / Pro / Max), with GLM Coding Max at $160/month ($1,344/year). The same plan can also be pointed at Claude Code, Cline, and OpenCode.

  • The ZCode desktop app is free; model usage is metered against a GLM Coding Plan tier (Lite / Pro / Max).
  • GLM Coding Max is $160/month or $1,344/year (save ~30% annually); Max includes glm-5.2, glm-5-turbo, glm-4.7, and glm-4.5-air.
  • GLM-5.2 shipped across all Coding Plan tiers on 2026-06-13 with a 1M-token context (up from 200K in GLM-5.1); the weights were open-sourced on Hugging Face under an MIT license.
  • The GLM Coding Plan is portable to other officially supported harnesses (Claude Code, Cline, OpenCode), so it is not exclusive to the ZCode app.

Product

Providers

Z.ai (Zhipu AI)

Model families

GLM-5.2GLM-5-TurboGLM-4.7GLM-4.5-Air

Capabilities

Desktop ADEZCode AgentMulti-agent workspaceSubagentsGoal ModeRemote/cloud workspaceSkillsMCPPluginsEmbedded headless CLI

Tradeoffs

  • GLM-first and Z.ai-account bound (built around the GLM Coding Plan)
  • Desktop app ships for macOS (Apple Silicon/Intel) and Windows (x64/ARM64); Linux only via a beta group
  • The harness app is proprietary even though the GLM-5.2 weights are open (MIT)