Inference Cooperative vs Knotr

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

Inference Cooperative compared with Knotr
Detail	Inference Cooperative	Knotr
What it does	Member-governed cooperative for AI inference	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	Dues: sliding scale starting at $5/month. All members receive $15/month credit for chat and API. Additional credits available for purchase; credits never expire and carry over month to month.	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	Web search built into chat File uploads and document support OpenAI-compatible developer API Personal API keys Encrypted enclave privacy option 100% renewable energy option Member governance participation Shared monthly credit allowance Publicly developed models	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	Member-governed cooperative structure where users help decide the direction and choices Equal membership with sliding-scale pricing based on ability to pay Choice of AI models by values including privacy and renewable energy No data lock-in; members own their data and can cancel anytime Credits never expire and carry over month to month	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)	12 −2 (down) since last check	2 no change since last check
Trust Flow (Majestic)	6	4
Citation Flow (Majestic)	15	25
Referring domains (Majestic)	22	27

5 details filled in for both companies.

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