{
  "slug": "sagemath",
  "name": "SageMath",
  "description": "SageMath is a free, open-source mathematics software system licensed under the GPL. It combines many existing open-source packages into a common interface, and aims to be a viable free open-source alternative to proprietary mathematical software systems such as Mathematica, MATLAB, Maple, and Magma.",
  "url": "https://optimly.ai/brand/sagemath",
  "websiteUrl": null,
  "logoUrl": "https://logo.clearbit.com/https://cocalc.com/",
  "baiScore": 46,
  "bai_tier_status": "active",
  "bai_score_status": "active",
  "archetype": "Challenger",
  "archetype_status": "active",
  "category": "Software",
  "categorySlug": null,
  "keyFacts": [],
  "aiReadiness": [],
  "competitors": [],
  "competitorsProse": null,
  "inboundCompetitors": [],
  "aiAlternatives": [],
  "parentBrand": null,
  "subBrands": [],
  "updatedAt": "2026-07-19T00:03:14.289Z",
  "verifiedVitals": {
    "website": "sagemath.org",
    "founded": "2005",
    "headquarters": "Distributed (community-driven project)",
    "pricing_model": "Free (open-source, licensed under GPL)",
    "core_products": "SageMath (the open-source mathematics software system), SageMathCell (online computational interface)",
    "key_differentiator": "A comprehensive, free, and open-source system that unifies dozens of existing open-source mathematical software packages under a single Python-based interface, providing a vast range of symbolic, numerical, and graphical capabilities.",
    "target_markets": "Academics (students, researchers, professors), scientists, engineers, data scientists, educators, open-source community.",
    "employee_count": "N/A (community-driven project)",
    "funding_stage": "N/A (community donations, grants)",
    "subcategory": "Computational Algebra System"
  },
  "intentTags": {
    "problemIntents": [
      "Pen and Paper / Traditional Textbooks: For foundational understanding and simpler calculations, traditional methods remain relevant, especially in education.",
      "Tolerate High Software Costs / Limited Capabilities: Continue using expensive proprietary software, or forgo advanced computational tools if budget or philosophical preferences are against commercial "
    ],
    "solutionIntents": [
      "SageMath download",
      "open source math software",
      "what is SageMath used for",
      "mathematical computing Python",
      "Wolfram Alpha: An online computational knowledge engine capable of answering factual queries and performing various computations, often used for quick checks rather than programmatic work.",
      "Standalone Python with Libraries (NumPy, SciPy, Matplotlib): Utilizing Python's individual scientific computing libraries directly, bypassing SageMath's integrated environment."
    ],
    "evaluationIntents": [
      "SageMath vs Mathematica"
    ]
  },
  "timestamp": 1784909671193
}