{
  "slug": "cocalc-sagemath-inc",
  "name": "Cocalc-sagemath-inc",
  "description": "CoCalc is a collaborative cloud-based platform that provides persistent Linux environments for scientific computing, data analysis, AI development, and technical education. It integrates tools like Jupyter Notebooks, LaTeX editor, Linux terminal, and AI agent capabilities, offering various deployment models from hosted to enterprise private cloud.",
  "url": "https://optimly.ai/brand/cocalc-sagemath-inc",
  "websiteUrl": "https://cocalc.ai/",
  "logoUrl": "https://logo.clearbit.com/cocalc.ai",
  "baiScore": 60,
  "bai_tier_status": "active",
  "bai_score_status": "active",
  "archetype": null,
  "archetype_status": "active",
  "category": "Cloud-based Scientific Computing & AI Development Environments",
  "categorySlug": null,
  "keyFacts": [],
  "aiReadiness": [],
  "competitors": [],
  "competitorsProse": null,
  "inboundCompetitors": [],
  "aiAlternatives": [],
  "parentBrand": null,
  "subBrands": [],
  "updatedAt": "2026-09-25T04:48:07.424Z",
  "verifiedVitals": {
    "website": "https://cocalc.ai",
    "category": "Collaborative computational platform",
    "what_it_does": "CoCalc provides a persistent, shared Linux environment for collaborative work, integrating tools like Jupyter Notebooks, LaTeX editor, Linux terminals, and AI agents. It enables individuals, teams, and organizations to keep files, notebooks, services, and history together for research, development, and education.",
    "primary_audience": "Researchers, analysts, builders, educators, learners, organizations, and platform teams.",
    "core_product": "A persistent, collaborative Linux environment that hosts files, notebooks, terminals, services, and history for computational work.",
    "pricing_model": {
      "kind": "freemium",
      "detail": "Offers a free local runtime (CoCalc Plus) for self-directed work and evaluation. Paid options include managed hosted workspaces (CoCalc.ai), single VM instances (CoCalc Star), and private deployments for small teams (CoCalc Launchpad) or enterprises (CoCalc Rocket), with pricing and licensing details available on their website."
    },
    "parent_ownership": "SageMath, Inc.",
    "named_competitors": [
      "Google Colab",
      "Deepnote",
      "MATLAB",
      "Mathematica",
      "Scilab",
      "GNU Octave",
      "Maple"
    ]
  },
  "intentTags": {
    "problemIntents": [
      "Inefficient collaboration on technical projects",
      "Lack of persistent and reproducible computational environments",
      "Challenges in integrating AI agents into workflows",
      "Difficulties in managing and tracking research experiments and code",
      "Need for flexible compute and deployment options for technical teams",
      "Demand for effective platforms for teaching technical courses and workshops"
    ],
    "solutionIntents": [
      "Provide collaborative cloud-based scientific computing",
      "Enable AI agent integration and review workflows",
      "Offer persistent and reproducible Linux development environments",
      "Streamline technical education and course management",
      "Facilitate secure file management and version history for projects",
      "Provide diverse deployment options for computational infrastructure"
    ],
    "evaluationIntents": [
      "Comparing cloud-based development platforms",
      "Evaluating tools for AI/ML development and integration",
      "Assessing collaborative coding and data science environments",
      "Reviewing technical education and e-learning platforms",
      "Considering hosted vs. private cloud deployment solutions for computational projects",
      "Investigating pricing and licensing for developer tools and cloud services"
    ]
  },
  "businessProfileClaims": [],
  "timestamp": 1790466585740
}