LlamaIndex vs Knotr

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 Knotr
Detail	LlamaIndex	Knotr
What it does	AI Agents for Document OCR + Workflows	Your voice and skills in every AI tool you use
Stage	Not given	Startup
Founded	Not given	Not given
Based in	Not given	US
Pricing model	Freemium	Freemium
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: 1 Profile, 10 Skills, 50 Documents, 10 Artifacts, 1 Style Guide from Starter Pack, 100 Hosted Chat AI credits/month. Pro: $24/mo or $20/mo billed annually, 5 Profiles, 75 Skills, 500 Documents, 75 Artifacts, 1 Style Guide, 1,000 Hosted Chat AI credits/month. Max: $49/mo or $40/mo billed annual
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	Profiles to define voice, tone, and judgment Style Guides to enforce writing rules Knowledgebases to store trusted documents and notes Skills to package repeatable workflows Artifacts for versioned, shareable outputs Hosted Chat with custom runtime MCP integration with external tools Team workspaces with shared knowledge Skill Catalog for discovery and import Collections to group and present artifacts
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	Output sounds like you, not generic AI, because every tool reads the same profiles and style guides Stop re-uploading docs and rewriting instructions for each new tool Individual voice, shared standards on teams Built-in changelogs instead of Git for managing skills Works with any MCP-compatible AI client without vendor lock-in
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	2 no change since last check
Trust Flow (Majestic)	33	4
Citation Flow (Majestic)	56	25
Referring domains (Majestic)	10381	27

5 details filled in for both companies.

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