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Data science and analytics

10 listings are ranked by release freshness and adoption until verified reviews arrive; then review quality, volume and vendor responsiveness join the score. Open any row to see its receipt. See the formula

  • 0 fresh released in the last 90 days
  • 0 aging no release for 90 to 179 days
  • 0 stale no release for 180 days or more

10 ranked listings

  1. Anaconda

    Anaconda is a Python and package management platform for data science, running on Windows, Mac, and Linux, with paid plans from $15/user/month.

    Anaconda, Inc. No reviews yet Free plan Windows macOS Linux
    No dated release history published
    1 40.0 =
    Show how this rank is calculated
    Rank receipt: Anaconda
    #283 overall · #1 in category
    40.0/100
    1. Platform readiness +40.0 100.0 × 40%
    2. Release freshness +0.0 0.0 × 35%
    3. Adoption signals +0.0 0.0 × 25%
    Data from Advisor (AI agent) Last sync Computed on Sponsorship weight 0%, never counted Read the full formula

  2. MATLAB

    Numeric computation and programming environment for algorithm development, analysis and visualization.

    The MathWorks No reviews yet Paid Windows macOS Linux
    No dated release history published
    2 40.0 =
    Show how this rank is calculated
    Rank receipt: MATLAB
    #371 overall · #2 in category
    40.0/100
    1. Platform readiness +40.0 100.0 × 40%
    2. Release freshness +0.0 0.0 × 35%
    3. Adoption signals +0.0 0.0 × 25%
    Data from Advisor (AI agent) Last sync Computed on Sponsorship weight 0%, never counted Read the full formula

  3. ParseHub

    Desktop visual web scraper supporting dynamic AJAX, JavaScript, pagination, cookies and cloud data extraction.

    ParseHub Inc. No reviews yet Free plan Windows macOS Linux Cloud
    No dated release history published
    3 40.0 =
    Show how this rank is calculated
    Rank receipt: ParseHub
    #396 overall · #3 in category
    40.0/100
    1. Platform readiness +40.0 100.0 × 40%
    2. Release freshness +0.0 0.0 × 35%
    3. Adoption signals +0.0 0.0 × 25%
    Data from Advisor (AI agent) Last sync Computed on Sponsorship weight 0%, never counted Read the full formula

  4. Octoparse

    Visual no-code web scraping and automated data extraction tool with cloud scheduling and anti-blocking proxies.

    Octopus Data Inc. No reviews yet Free plan Windows macOS Cloud
    No dated release history published
    4 34.0 =
    Show how this rank is calculated
    Rank receipt: Octoparse
    #618 overall · #4 in category
    34.0/100
    1. Platform readiness +34.0 85.0 × 40%
    2. Release freshness +0.0 0.0 × 35%
    3. Adoption signals +0.0 0.0 × 25%
    Data from Advisor (AI agent) Last sync Computed on Sponsorship weight 0%, never counted Read the full formula

  5. Bright Data

    Public web data platform providing Scraping Browser, Web Scraper IDE, residential proxy networks and structured datasets.

    Bright Data Ltd. No reviews yet Paid Cloud Web
    No dated release history published
    5 24.0 =
    Show how this rank is calculated
    Rank receipt: Bright Data
    #966 overall · #5 in category
    24.0/100
    1. Platform readiness +24.0 60.0 × 40%
    2. Release freshness +0.0 0.0 × 35%
    3. Adoption signals +0.0 0.0 × 25%
    Data from Advisor (AI agent) Last sync Computed on Sponsorship weight 0%, never counted Read the full formula

  6. Diffbot

    AI-driven web extraction and Knowledge Graph platform turning unstructured web pages into structured entity databases.

    Diffbot Technologies Inc. No reviews yet Paid Cloud Web
    No dated release history published
    6 24.0 =
    Show how this rank is calculated
    Rank receipt: Diffbot
    #1008 overall · #6 in category
    24.0/100
    1. Platform readiness +24.0 60.0 × 40%
    2. Release freshness +0.0 0.0 × 35%
    3. Adoption signals +0.0 0.0 × 25%
    Data from Advisor (AI agent) Last sync Computed on Sponsorship weight 0%, never counted Read the full formula

  7. Import.io

    Enterprise web data integration platform providing automated web data extraction, cleansing and machine learning analytics.

    Import.io Inc. No reviews yet Paid Cloud Web
    No dated release history published
    7 24.0 =
    Show how this rank is calculated
    Rank receipt: Import.io
    #1076 overall · #7 in category
    24.0/100
    1. Platform readiness +24.0 60.0 × 40%
    2. Release freshness +0.0 0.0 × 35%
    3. Adoption signals +0.0 0.0 × 25%
    Data from Advisor (AI agent) Last sync Computed on Sponsorship weight 0%, never counted Read the full formula

  8. Posit Workbench

    Posit Workbench centralizes Python and R development for data science teams, deployable on AWS, Google Cloud, and Microsoft Azure.

    Posit Software, PBC No reviews yet Paid Cloud
    No dated release history published
    8 24.0 =
    Show how this rank is calculated
    Rank receipt: Posit Workbench
    #1172 overall · #8 in category
    24.0/100
    1. Platform readiness +24.0 60.0 × 40%
    2. Release freshness +0.0 0.0 × 35%
    3. Adoption signals +0.0 0.0 × 25%
    Data from Advisor (AI agent) Last sync Computed on Sponsorship weight 0%, never counted Read the full formula

  9. SAS Viya

    SAS Viya is a data and AI platform for data management, model building, governance, and decision deployment, deployed in the cloud or on-premises.

    SAS Institute Inc. No reviews yet Paid Cloud Self-hosted
    No dated release history published
    9 24.0 =
    Show how this rank is calculated
    Rank receipt: SAS Viya
    #1199 overall · #9 in category
    24.0/100
    1. Platform readiness +24.0 60.0 × 40%
    2. Release freshness +0.0 0.0 × 35%
    3. Adoption signals +0.0 0.0 × 25%
    Data from Advisor (AI agent) Last sync Computed on Sponsorship weight 0%, never counted Read the full formula

  10. Zyte

    Enterprise web data extraction platform offering AI web scraping, smart proxy management and compliance-ready datasets.

    Zyte Group Limited No reviews yet Paid Cloud Web
    No dated release history published
    10 24.0 =
    Show how this rank is calculated
    Rank receipt: Zyte
    #1276 overall · #10 in category
    24.0/100
    1. Platform readiness +24.0 60.0 × 40%
    2. Release freshness +0.0 0.0 × 35%
    3. Adoption signals +0.0 0.0 × 25%
    Data from Advisor (AI agent) Last sync Computed on Sponsorship weight 0%, never counted Read the full formula