GoodMem vs Ugoko

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

GoodMem compared with Ugoko
Detail	GoodMem	Ugoko
What it does	Memory layer for AI agents that saves tokens, improves itself, and enforces access control	Run agents on cloud computers and call language and media models
Stage	Startup	Not given
Founded	2024	Not given
Based in	US	Not given
Pricing model	Freemium	Not given
Pricing	Self-hosted: Free for commercial use. GoodMem Cloud: From $15/mo with usage-based pricing, 14-day free trial. Enterprise: Custom pricing.	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	Automated retrieval stack optimization Multimodal document processing with page images Granular access control and permissions Hybrid search with dense and sparse embedders Support for multiple LLM providers Multi-language SDKs and APIs Flexible deployment options ISO/IEC 27001 certified security SLSA Build L3 provenance	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	Achieves frontier model quality at 1/35 of the cost using small self-hosted models Automatically optimizes retrieval stack for your data on real queries Never locks you in with proprietary storage Runs on-premises with full data control	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 plan	Not given	Not given
Open source	Not given	Not given
Platforms	Not given	Not given
Public API	Not given	Not given
Community votes	0	0
DR (Domain Rating by Ahrefs)	44 +1 (up) since last check	Not checked yet no change since last check
Trust Flow (Majestic)	10	0
Citation Flow (Majestic)	32	0
Referring domains (Majestic)	70	0

4 details filled in for both companies.

More alternatives to GoodMem More alternatives to Ugoko