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AEGIS Initiative vs Ugoko

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

AEGIS Initiative compared with Ugoko
DetailAEGIS Initiative logo AEGIS InitiativeUgoko logo Ugoko
What it doesGovernance-first security framework for autonomous AI systems Run agents on cloud computers and call language and media models
StageStartup Not given
Founded2026 Not given
Based inNot given Not given
Pricing modelOpen source Not given
PricingNot given Free in test mode with 2 hours of computer time per day. Live mode: computers $0.0000556 per second ($0.20 per hour), billed by the second while awake. Claude Sonnet 5.5 (default): $1.92 per million input tokens, $9.60 per million output tokens. Language models from $0.096 to $9.60 per million input
Key features
  • Constitutional governance charter with 11 articles defining AI autonomy boundaries
  • ATX-1 threat matrix taxonomy for agentic AI systems
  • Python runtime implementation of AGP-1 for policy evaluation
  • TypeScript and Python SDKs for governance integration
  • Federation protocol for cross-domain AI governance
  • Versioned, citable, openly licensed specifications
  • Standards engagement with NIST, IEEE, and NCCoE
  • Run agents from Claude Code, Codex, pi or Ugoko's own agent
  • Language models from Claude, Kimi, GLM, Grok and GPT
  • Image, video, audio and speech generation
  • Per-end-user budgets and metering
  • Computer sleeps free after 5 idle minutes
  • Command-line interface with one-command setup
  • Test mode free with real computer time
  • No failed generation charges
  • Webhooks and event streaming
What makes it different
  • Governance-first approach where policy is evaluated before action, not after
  • Deterministic enforcement with transparent audit trails and non-bypassable human oversight
  • Non-partisan engagement with policymakers regardless of jurisdiction or political orientation
  • Human-directed with transparent AI collaboration in research and development
  • Deny by default principle: anything not explicitly authorized is prohibited
  • Pay only for computer time while awake, with sleep cost-free
  • One project balance for all: computers, all language models and all media models
  • Includes Claude Code, Codex and preview harnesses with no separate gateway to build
  • Failed jobs are free; pay only for successful generations
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)28 +14 (up) since last checkNot checked yet no change since last check
Trust Flow (Majestic)00
Citation Flow (Majestic)220
Referring domains (Majestic)60

3 details filled in for both companies.

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