LlamaIndex vs Ugoko

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

LlamaIndex compared with Ugoko
Detail	LlamaIndex	Ugoko
What it does	AI Agents for Document OCR + Workflows	Run agents on cloud computers and call language and media models
Stage	Not given	Not given
Founded	Not given	Not given
Based in	Not given	Not given
Pricing model	Freemium	Not given
Pricing	Free plan with 10,000 monthly credits; Starter at $50/month with 40,000 credits; Pro at $500/month with 400,000 credits; Enterprise with custom pricing. Additional pay-as-you-go credits available. Pricing based on a credit system where 1,000 credits equals $1.25.	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	Agentic OCR parsing with semantic understanding for complex document layouts Support for 130+ file formats including PDFs, Office docs, images, and spreadsheets Structured data extraction with schema-based, LLM-powered agents Document classification and splitting based on natural language rules Enterprise-grade RAG indexing and retrieval pipeline Handwritten text parsing and structured extraction Table and chart extraction with structured row and column relationships Cloud SaaS or VPC deployment with flexible data residency options	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	4x cheaper than frontier labs, 5x more accurate than other APIs Auto-correction loops with recursive checks that detect and fix errors automatically Task-specific specialist agents that route content to the right expert HIPAA, GDPR, and SOC2 compliant with enterprise-grade security	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)	82 +1 (up) since last check	Not checked yet no change since last check
Trust Flow (Majestic)	33	0
Citation Flow (Majestic)	56	0
Referring domains (Majestic)	10381	0

4 details filled in for both companies.

More alternatives to LlamaIndex More alternatives to Ugoko