Inference Cooperative vs ValueStreamAI

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 ValueStreamAI
Detail	Inference Cooperative	ValueStreamAI
What it does	Member-governed cooperative for AI inference	AI automation company delivering measurable ROI without enterprise prices
Stage	Not given	Startup
Founded	Not given	2025
Based in	Not given	US
Pricing model	Freemium	Paid
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.	Pilots: $5,000–$15,000 fixed-price per workflow. Retainers: from $1,500/month for up to 15 people, $2,500–$3,000/month for 15–50 people, from $7,000/month for 50–100 people, custom pricing for 100+ people. All retainers include maintenance, model upgrades, new automations each sprint, and support at
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	AI Agent Development with OpenAI, Anthropic, and LangGraph Workflow Automation connecting CRM, billing, reporting and ops stack Fixed-price pilots with ROI verification and documentation Voice AI Development for automated phone agents Healthcare AI with HIPAA compliance and self-hosted deployment AI App Development with RAG and multi-model routing On-premises and air-gap deployment options Direct access to founder and engineering team with priority response under 4 hours Free 30-minute consultation with no obligation or sales pitch
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	Measurable ROI-first approach: every engagement defined by business outcomes, not hours delivered No lock-in with month-to-month retainers and IP that transfers on day one Founder-led technical scoping ensures the quoted architecture is the architecture delivered All maintenance, model upgrades, and fixes included in one flat monthly retainer Fraction of the cost of hiring an in-house AI team while delivering results from week one
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	25 +1 (up) since last check
Trust Flow (Majestic)	6	3
Citation Flow (Majestic)	15	28
Referring domains (Majestic)	22	105

5 details filled in for both companies.

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