{
  "slug": "hummingbot",
  "name": "Hummingbot",
  "description": "Hummingbot is an open source Python framework that helps individuals and institutions run agentic trading strategies on any Centralized Exchange (CEX) and Decentralized Exchange (DEX).",
  "url": "https://optimly.ai/brand/hummingbot",
  "websiteUrl": "https://hummingbot.org/",
  "logoUrl": "https://logo.clearbit.com/hummingbot.org",
  "baiScore": null,
  "bai_tier_status": "active",
  "bai_score_status": "active",
  "archetype": null,
  "archetype_status": "active",
  "category": "AI Trading Platforms",
  "categorySlug": null,
  "keyFacts": [],
  "aiReadiness": [],
  "competitors": [],
  "competitorsProse": null,
  "inboundCompetitors": [],
  "aiAlternatives": [],
  "parentBrand": null,
  "subBrands": [],
  "updatedAt": "2026-08-30T00:06:07.432Z",
  "verifiedVitals": {
    "website": "https://hummingbot.org",
    "category": "Open-source algorithmic crypto trading framework",
    "what_it_does": "Hummingbot is an open-source Python framework that enables users to run agentic trading strategies on various centralized (CEX) and decentralized (DEX) cryptocurrency exchanges. It provides a robust trading engine, connectors to numerous exchanges, and a wide array of strategy frameworks, including components like the Hummingbot Client, Gateway, Condor (AI harness), and Hummingbot API.",
    "primary_audience": "Individuals and institutions involved in algorithmic crypto trading, including developers, traders, market makers, and prop traders.",
    "core_product": "The Hummingbot open-source framework, which includes the Hummingbot Client, Gateway, Condor (AI Harness), and Hummingbot API.",
    "pricing_model": {
      "kind": "free",
      "detail": "All code is open-sourced under the Apache 2.0 license."
    },
    "parent_ownership": "Hummingbot Foundation (community-owned)"
  },
  "intentTags": null,
  "businessProfileClaims": [],
  "timestamp": 1788078480339
}