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  • ZGI ×
  • Make ×

Comparator · Productivity & writing

Starting pricefree · $9/mo
Free tieryes · yes
Plans documented2 · 5
Platforms1 · 2
Comparison of ZGI, Make
ZGI
Visit website for ZGI (opens in a new tab)
Make
Visit website for Make (opens in a new tab)
Category Productivity & writing Productivity & writing
Main use cases
  • Building internal business agents that reuse company knowledge and Skills
  • Routing requests across multiple LLM providers through one governed gateway
  • Querying business databases in natural language with access controls
  • Orchestrating and inspecting multi-step agent workflows
  • Turning company documents into searchable, source-aware knowledge bases
  • Syncing data between SaaS apps
  • Automating lead routing and CRM updates
  • Building AI agents that act across business tools
  • Processing files and extracting structured data with AI
  • Scheduling recurring back-office tasks
Best for Enterprises standardizing on one agent runtime, Teams needing multi-provider LLM routing, Developers self-hosting an agent platform Non-developers automating business workflows, Small teams connecting many SaaS tools, Ops teams adding AI steps to processes
Platforms Web Web, API
Pricing model — Freemium
Pricing

See official pricing

US prices not confirmed

Free $0 (1,000 credits/mo); Core $9/mo, Pro $16/mo, Teams $29/mo (prices shown for 10k credits/mo, annual billing toggle available); Enterprise custom.

Checked Sep 29, 2026. Official pricing ↗

Key features
  • Agent Studio with loadable Skills
  • Model Gateway with provider routing, quotas and fallback policies
  • Workflow orchestration with execution inspection
  • Natural-language database querying
  • Knowledge Assets from company files
  • Open-source codebase with self-hosting
  • Drag-and-drop visual scenario builder
  • 3,000+ app integrations
  • Build automations by prompt, drag-and-drop, or via MCP
  • Make AI Agents (beta) with own-LLM-key option
  • MCP server for connecting AI apps to scenarios
  • Code app for custom JavaScript or Python
Pros
  • Source code is public on GitHub and self-hostable
  • Supports both global and Chinese model providers in one gateway
  • Roadmap and blog are published openly
  • Hosted cloud workspace available without local deployment
  • Free plan with no time limit (1,000 credits/month)
  • Paid plans start at $9/mo for 10k credits
  • Access to the Make API from the Core plan
  • Team roles and shared templates on the Teams plan
Limitations
  • No public pricing page found for the hosted cloud offering
  • Digital workers and channel integrations are marked as not yet available
  • Governance features (IAM, budgets, audit) are listed as current work in progress on the roadmap
  • Usage governed by a custom ZGI Community License rather than a standard OSI license
  • Every module action consumes a credit, so complex scenarios use credits quickly
  • Free plan limited to a 15-minute minimum interval between runs
  • Code execution costs 2 credits per second
  • Team features require the $29/mo Teams plan or higher
Ratings
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Review status Listed

Verified Oct 1, 2026

Listed

Verified Sep 29, 2026