Fluree AI vs Quaso: Features, Pricing & Which Is Better (2026)

A side-by-side comparison of Fluree AI and Quaso — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.

Fluree AI

Fluree

Freemium

Enterprise knowledge graph platform that makes structured and unstructured data AI-ready for GraphRAG and agents.

Verifiable Knowledge Graph: FlureeDB stores entities and relationships with cryptographic verifiability to every fact
AI-Ready Data Foundation: Golden records, entity resolution, semantic layer, and taxonomy governance to prep any data
GraphRAG Activation: Ground LLM retrieval on the graph for up to 95% answer accuracy in benchmarks
Fluree Memory: Long-term, governed memory store for AI agents across sessions
Fluree MCP: Plug your governed knowledge graph into any MCP-capable agent or IDE
AI Agent Governance: Policy and audit controls for how agents access and modify enterprise data
Conversational Analytics: Natural-language interface over the enterprise semantic layer
Open-Source Core: FlureeDB is free to start and open source

Build a governed enterprise knowledge graph that AI agents can query verifiably
Deploy GraphRAG on top of internal data to raise LLM answer accuracy
Give AI agents persistent, policy-governed long-term memory across tools
Expose enterprise data to any MCP client (Claude, Cursor, IDEs) with role-based governance
Consolidate customer or product records via entity resolution before feeding an LLM
Run enterprise AI search grounded in structured relationships instead of raw text chunks
Estimate and control AI agent TCO across the organization

Notte Labs

Freemium

Notte is browser infrastructure for AI agents: fast concurrent browser sessions, prompt-driven browser agents, and serverless browser functions.

Browser Sessions at Scale: Launch 1000+ concurrent browser instances on a global edge network with sub-50 ms latency and 99.9% uptime.
Prompt-driven Browser Agents: Describe a task in one prompt, no selectors or maintenance, with a reported >90% success rate and 3-line setup.
Browser Functions Runtime: Deploy serverless scripts colocated with browsers for 0 ms network hop and <200 ms cold start, with cron scheduling.
Agent Vaults: Encrypted AES-256 credential storage with scoped-per-session access, automatic rotation, and full access log for agent workflows.
Agent Identities: Real dedicated inbox and SMS number per agent to intercept OTPs and pass 2FA on any platform.
Session Profiles: Save full browser state, auto-persist on exit, and reuse across parallel sessions in a safe read-only mode.
Drop-in SDK Compatibility: Works with Playwright, Puppeteer, Selenium, browser-use, and Stagehand across Python, TypeScript, Node.js, and Docker.
Antibot and Residential Proxies: Undetectable browsing with autosolve and a global residential proxy network with fixed IPs or BYO.

Automated checkout flows: Have a Browser Agent complete an e-commerce checkout end-to-end without hand-written selectors.
Invoice and document fetching: Fire a task to pull an invoice or receipt from a vendor portal and hand the file back to the agent.
Subscription cancellations: Cancel a subscription through the live UI with the agent handling OTPs via Agent Identities.
Large-scale scraping: Fan out thousands of concurrent Browser Sessions with residential proxies for real-time market data.
Authenticated agent workflows: Snapshot a logged-in Session Profile once and reuse it across every future run to skip re-authentication.
Serverless web tasks: Ship a scheduled Browser Function that colocates automation logic with the browser for sub-200 ms cold starts.
Cross-framework migration: Drop Notte in behind existing Playwright, Puppeteer, or Selenium code without rewriting the stack.