{"icp":"Ideal for researchers, educators, and students involved in data science and computational projects.","faqs":[{"answer":"CoCalc is a cloud-based collaborative software designed for research, teaching, and scientific publishing.","question":"What is CoCalc?"},{"answer":"CoCalc supports multiple programming languages including Python, R, Julia, LaTeX, and SageMath.","question":"What programming languages does CoCalc support?"},{"answer":"CoCalc offers competitive pricing starting at under $0.01/hour for compute servers, with usage billed by the second.","question":"How is pricing structured for CoCalc?"},{"answer":"Yes, CoCalc can be installed on your own Kubernetes cluster for on-premises use.","question":"Can I run CoCalc on my own servers?"},{"answer":"The website does not explicitly mention a free tier.","question":"Is there a free tier available?"}],"pricing":{"price_model":"usage","price_notes":"Pricing for compute servers is highly competitive, starting at under $0.01/hour and under $0.15/hour with a GPU.","has_free_tier":false,"starting_price":"under $0.01/hour"},"version":"1.0","category":"Collaboration and Data Science","features":["Real-time collaboration on Jupyter Notebooks","Powerful compute servers with GPU options","Extensive AI integration with language models","Version control with automatic revision history","Support for multiple programming languages"],"verified":false,"offerings":[{"name":"CoCalc Platform","type":"platform","description":"A cloud-based collaborative software for real-time editing of Jupyter Notebooks, LaTeX documents, and SageMath worksheets."},{"name":"Compute Servers","type":"service","description":"Powerful compute servers with optional GPU support to enhance computational projects."}],"brand_name":"CoCalc by SageMath, Inc.","schema_url":"https://useharbor.io/brands/cocalc-by-sagemath-inc/harbor.json","enriched_at":"2025-12-09T17:38:37.476Z","company_info":{"hq_location":null,"founded_year":null,"employee_band":"11-50","industry_tags":["Cloud Computing","Education","Data Science"]},"generated_at":"2025-12-09T17:38:37.476Z","integrations":["Google Colab","SageMath","Anaconda","PyTorch","TensorFlow"],"one_line_summary":"CoCalc is a cloud-based platform for collaborative calculation and data science.","short_description":"CoCalc provides a collaborative environment for research, teaching, and scientific publishing. It supports various programming languages and offers powerful compute servers with GPU options for enhanced data processing capabilities.","enrichment_version":"1.0","visibility_scoring":{"score_rationale":"The brand clearly communicates its purpose and offerings, though some basic company information is missing.","brand_clarity_0_25":20,"structure_for_ai_0_20":15,"trust_and_basics_0_20":15,"offerings_clarity_0_25":20,"breadth_of_coverage_0_10":8,"total_visibility_score_0_100":78}}