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Forge Orbital vs Ugoko

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

Forge Orbital compared with Ugoko
DetailForge Orbital logo Forge OrbitalUgoko logo Ugoko
What it doesAI accountability that grows into governance Run agents on cloud computers and call language and media models
StageNot given Not given
FoundedNot given Not given
Based inUS Not given
Pricing modelNot given 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
  • Governance: checks proposed AI actions against defined rules before execution
  • Recorded decision records that can be reviewed, replayed and verified later
  • Evaluation: compares AI agent performance using representative test cases and expected outcomes
  • Optimization: recommends model and cache candidates based on usage, prices and evaluation evidence
  • Regress detection identifies changed action paths and quality regressions
  • On-premises and private cloud deployment
  • Integration with existing AI tools via connectors and wrappers
  • No model training on customer data; separate data boundaries from external AI providers
  • Cost comparison and optimization across model and cache configurations
  • 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
  • Independent accountability: checks run inside your systems, not asking another AI to audit AI
  • Your people keep authority: Forge produces decision evidence, your business enforces results
  • Recorded decision evidence that auditors and regulators can examine
  • Designed for consequential work in regulated industries like financial services
  • Not another dashboard: integrates into your workflow without replacing your AI tools
  • 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)Not checked yet no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)00
Citation Flow (Majestic)70
Referring domains (Majestic)220

3 details filled in for both companies.

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