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Jugg.ai vs Shark Magic

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Jugg.ai compared with Shark Magic
DetailJugg.ai logo Jugg.ai Shark Magic
What it doesStanding AI teams that run whole business functions around the clock Serverless sandboxes that bill only for the seconds your agent's code runs
StageNot given MVP
FoundedNot given Not given
Based inNZ MX
Pricing modelFreemium Freemium
PricingFree: 200 turns, 1 running team, up to 5 agents. Pay as you go: US$20 buys 2,000 turns. Starter: US$29/month with 2 running teams, up to 15 agents, 5,800 agent turns monthly. Business: US$99/month with 5 running teams, up to 50 agents, 19,800 agent turns monthly. Company: US$399/month with 20 runnin Shark Pro $5/month includes $5 of usage; Shark Studio $25/month includes $25; Shark Scale $100/month includes $100. Commands run at $0.12 per compute-hour, billed per second only while running. Services: 2 vCPU / 2 GiB at $0.03/h; 4 vCPU / 4 GiB at $0.06/h. Storage $0.08/GiB-month with first 5 GiB f
Key features
  • Shadow mode for verification before live operation
  • Learns from documents, help centres and past tickets
  • Hard spending caps per team and job
  • Works with 102+ integrations
  • Kill switch to stop any team
  • Approval workflows for risky actions
  • Team memory and learning across jobs
  • MCP server and REST API for AI agents
  • Encrypted credential storage per connection
  • 26+ ready-made teams for different functions
  • Persistent Space for agent files and databases
  • Pay only for compute time while command runs, not idle or thinking time
  • HTTP API with Python and TypeScript SDKs
  • CLI for devbox with Claude Code and Codex support
  • Sleeping services that wake in milliseconds
  • Fork Spaces fast without booting VM
  • API key isolation outside VM with egress proxy
  • Fast file search with sharkfn 300–600× faster than ripgrep
  • Integration with LangChain, LangGraph, smolagents, and Prefect
What makes it different
  • Teams learn from your actual business documents and past work, not generic templates
  • Shadow mode proves capability before autonomous operation
  • You bring your own model key and pay providers directly, no markup
  • Granular security controls: ask-before actions, credentials encryption, kill switches
  • Works with AI agents through MCP or REST API
  • Billing only for seconds code actually runs, not idle or thinking time
  • Lowest cost compared to alternatives for agent infrastructure
  • Persistent Storage with fast Space fork and file access without VM boot
  • No GPU required, works with unmodified existing agent harnesses
  • Sleeping services wake in milliseconds with zero idle billing
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)1 no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)00
Citation Flow (Majestic)180
Referring domains (Majestic)50

6 details filled in for both companies.

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