Home › Directory › Compare › Cognita vs OpenIncome Cognita vs OpenIncome Cognita and OpenIncome are both inference engines & infra tracked by AIDiveForge. Below is a side-by-side comparison of pricing, capabilities, platforms, and ownership — sourced from each tool's live website and verified before publishing.
An open-source RAG framework for building and deploying scalable retrieval-augmented generation applications.
Protocol distributing AI-generated value as monthly cash to verified humans, funded by a tax on frontier LLM API consumption.
Attribute Cognita OpenIncome Pricing Free Paid Free trial No No Open source No No Has API Yes Yes Self-hosted option Yes No Platforms Docker, Kubernetes, cloud-agnostic (VPC, on-premise, hybrid, public cloud) Web (SaaS), API Languages Python — Released 2024-04 — Pros Ability for non-technical users to play with UI by uploading documents and performing Q&A Support for multiple document retrievers and state-of-the-art open-source embeddings and reranking Can be run entirely using docker-compose, recommended for local deployment Allows hosting multiple RAG systems using one app Can be used locally with or without TrueFoundry components; TrueFoundry components simplify testing and scalable deployment Unified single API key for 100+ frontier models across multiple modalities Both company and human contributors incentivized through symmetric contribution structure Blockchain-backed transparency via IPFS with full auditability and fraud resistance No friction on individual API calls once funding is contributed Cons Currently limited to Qdrant and SingleStore as vector database options (though Chroma and Weaviate support is planned) Requires separate deployment of LLM and embedding models as services for production use Incremental indexing requires tracking document hashes, adding operational complexity Currently in alpha with zero reported pool balance, members, and contributors—no operational payout history Requires identity verification (KYC) for both companies and humans, creating privacy and accessibility friction Relies on voluntary company participation in a ~20% tax; no regulatory or enforcement mechanism disclosed
Bottom line Cognita is free while OpenIncome is paid. Choose based on which difference matters most for your workflow.
Comparison data is sourced and verified by the AIDiveForge data pipeline . AIDiveForge is editorially independent.
