Best Data Science and Machine Learning Platforms - Page 23

How Many Data Science and Machine Learning Platforms Products Does G2 Track?

Total Products under this Category: 1,719

Category Stats (Sep 2026)

  • Average Rating: 4.46/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Anyscale (+4.14%) - Among all products in this category, Anyscale recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Data Science and Machine Learning Platforms Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 14,400+ Authentic Reviews
  • 1,719+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Data Science and Machine Learning Platforms

G2 Grid® for Data Science and Machine Learning Platforms plotting products by satisfaction and market presence

Highlighted products: Databricks, Gemini Enterprise Agent Platform, SAS Viya, Google Cloud AutoML, Snowflake, IBM watsonx.data, Hex, and MATLAB.

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-science-and-machine-learning-platforms/grids.json?focus%5B%5D=databricks&focus%5B%5D=gemini-enterprise-agent-platform&focus%5B%5D=sas-sas-viya&focus%5B%5D=google-cloud-automl&focus%5B%5D=snowflake&focus%5B%5D=ibm-watsonx-data&focus%5B%5D=hex-tech-hex&focus%5B%5D=matlab)

Bauplan Labs

Bauplan is a Python-first serverless data platform designed to simplify the development of AI and data applications by eliminating the complexities of traditional infrastructure management. It enables developers to process large datasets directly on object storage using serverless Python functions, streamlining workflows and accelerating deployment. Bauplan addresses the challenge of complex data infrastructure that often requires specialized skills and significant resources. By providing a serverless, Python-centric platform, it democratizes access to data processing and AI application development, enabling software engineers without deep data engineering expertise to build and deploy data-intensive applications efficiently. This approach reduces development time, lowers costs, and fosters innovation by making data infrastructure more accessible.

Who Is the Company Behind Bauplan Labs?

BemAgro

Who Is the Company Behind BemAgro?

  • Seller: BemAgro
  • Year Founded: 2018
  • HQ Location: Ribeirão Preto, BR
  • LinkedIn® Page: www.linkedin.com
    97 employees on LinkedIn®

BenchmarkAI

BenchmarkAI is an innovative analytics platform dedicated to empowering nonprofit organizations through AI-driven insights. Its flagship product, Benchmark 990, simplifies the process of accessing and analyzing IRS Form 990 filings, enabling users to effortlessly compare metrics across similar organizations and identify opportunities for fundraising and collaboration. Key Features and Functionality: - Benchmarking: Compare salaries, revenue, donations, and other key metrics across nonprofits in any sector. - Conversational Research: Utilize natural language queries to explore specific nonprofits, donors, and employees, facilitating deeper insights. - Dynamic Search: Move beyond static PDFs with interactive data exploration, allowing for follow-up questions and new connections between data points. - Optimized Queries: Access a query builder that highlights common user questions, streamlining the information retrieval process. - Donor Prospecting: Identify potential donors and grants based on historical giving patterns, uncovering new funding opportunities. - Partnership Finder: Discover organizations suitable for partnerships or investments to advance your mission. Primary Value and User Solutions: BenchmarkAI addresses the challenge nonprofits face in deriving actionable insights from complex financial data. By transforming raw, unstructured data into clear, actionable insights, it enables organizations to make informed, data-driven decisions. This capability enhances strategic planning, optimizes fundraising efforts, and fosters effective collaborations, ultimately amplifying the impact of nonprofit initiatives.

Who Is the Company Behind BenchmarkAI?

BenevolentAI

BenevolentAI is a pioneering AI-enabled drug discovery company that integrates advanced artificial intelligence with scientific expertise to accelerate the development of novel treatments for complex diseases. By leveraging its proprietary Benevolent Platform™, the company analyzes vast biomedical datasets to uncover new insights into disease biology, identify promising drug targets, and enhance the probability of clinical success. This approach streamlines the drug discovery process, reducing both time and costs associated with bringing new therapies to market. Key Features and Functionality: - Benevolent Platform™: An AI-driven engine that integrates and analyzes extensive biomedical data, providing a multidimensional representation of human biology across various diseases. - End-to-End Drug Discovery Capabilities: Expertise spanning the entire drug discovery and development process, applicable to any therapeutic area or drug modality. - BenAI Engine: Core AI technology that ingests, organizes, and leverages biomedical data for a nuanced understanding of disease biology. - Collaborative Approach: Fosters true collaboration between scientists and technologists to redefine how drugs are discovered and developed. Primary Value and Problem Solved: BenevolentAI addresses the inefficiencies and high failure rates inherent in traditional drug discovery by harnessing AI to process and interpret complex biomedical data. This capability enables the identification of novel drug targets and the repurposing of existing drugs, thereby accelerating the development of effective treatments. By enhancing the understanding of disease mechanisms and improving decision-making confidence, BenevolentAI significantly increases the likelihood of clinical success, ultimately delivering life-changing therapies to patients more efficiently.

Who Is the Company Behind BenevolentAI?

  • Seller: BenevolentAI
  • Year Founded: 2013
  • HQ Location: London, GB
  • LinkedIn® Page: linkedin.com
    77 employees on LinkedIn®

BenevolentAI AI-enabled drug discovery.

BenevolentAI is a leading clinical-stage company that integrates artificial intelligence (AI) with scientific expertise to revolutionize drug discovery and development. By leveraging its proprietary Benevolent Platform™, the company uncovers novel biological insights, predicts new drug targets, and develops first-in-class or best-in-class therapeutics for complex diseases. This innovative approach aims to enhance the efficiency and success rates of bringing new medicines to patients. Key Features and Functionality: - AI-Driven Target Identification: Utilizes advanced AI tools to analyze vast datasets, identifying novel drug targets with higher precision. - Integrated Scientific Expertise: Combines AI capabilities with in-house scientific knowledge and wet-lab facilities to validate findings and accelerate drug development. - Collaborative Partnerships: Engages in strategic collaborations with pharmaceutical companies like AstraZeneca and Merck to co-develop innovative treatments. - Diverse Therapeutic Focus: Develops a broad pipeline addressing various complex diseases, including idiopathic pulmonary fibrosis, chronic kidney disease, systemic lupus erythematosus, and heart failure. Primary Value and Problem Solved: BenevolentAI addresses the challenges of traditional drug discovery, which often involve high costs, lengthy timelines, and low success rates. By integrating AI with scientific research, the company streamlines the identification of viable drug targets and accelerates the development process. This approach not only reduces the time and resources required to bring new therapies to market but also increases the likelihood of clinical success, ultimately delivering innovative medicines to patients more efficiently.

Who Is the Company Behind BenevolentAI AI-enabled drug discovery.?

  • Seller: BenevolentAI
  • Year Founded: 2013
  • HQ Location: London, GB
  • LinkedIn® Page: linkedin.com
    77 employees on LinkedIn®

BergFlow

Who Is the Company Behind BergFlow?

  • Seller: BergFlow
  • Year Founded: 2026
  • HQ Location: Borås, SE
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Beyond Genomix SA

Beyond Genomix SA is a Swiss MedTech company specializing in the development of next-generation technologies for analyzing non-coding DNA, with a particular emphasis on reproductive health. Their proprietary platform integrates advanced genomics, telomere analysis, and artificial intelligence to provide deep, actionable insights into age-related diseases and infertility. By converting complex aging processes into high-resolution, clinically actionable data, Beyond Genomix aims to revolutionize diagnostics and therapeutics in these critical areas. Key Features and Functionality: - Genomics Pipeline: Delves into molecular patterns that lead to age-associated diseases by analyzing telomere and senescence pathways. - Telomere Analysis: Utilizes high-throughput technology to identify new patterns in age-related diseases through detailed telomere examination. - Senescence Biomarkers: Employs AI-powered analysis to discover and characterize biomarkers associated with cellular aging and related diseases. - Data Science Integration: Generates multi-omics data and applies machine learning algorithms to uncover novel patterns in age-associated diseases. Primary Value and Solutions: Beyond Genomix addresses the challenges of diagnosing idiopathic infertility and age-related diseases by providing personalized, data-driven insights. Their platform enables the delivery of tailored treatment recommendations, optimizing both time and cost efficiency for individuals experiencing infertility. Additionally, by analyzing aging hallmarks, the company supports the development of diagnostics and therapeutics for age-associated diseases, thereby enhancing patient care and advancing medical research in longevity and reproductive health.

Who Is the Company Behind Beyond Genomix SA?

Billow

Who Is the Company Behind Billow?

Binate ai

Binate.ai is a leading enterprise AI development company based in Austin, Texas, with offices in Dubai, Karachi, and China. Our mission is to empower people and businesses to go beyond boundaries through AI-powered digital solutions. Our vision is to shape a future where innovation and intelligence converge to redefine possibility. We specialize in building custom AI agents, generative AI systems, intelligent automation, AI chatbots, predictive analytics, computer vision, and scalable cloud solutions. Trusted by enterprises globally, we deliver production-ready AI in 8 to 20 weeks, combining innovation, collaboration, and engineering excellence to drive smarter business growth and meaningful digital transformation.

Who Is the Company Behind Binate ai?

  • Seller: Binate ai
  • HQ Location: 716 Congress Ave #200, Austin, TX 78701, USA
  • Twitter: @BinateAI
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Bindwell

Who Is the Company Behind Bindwell?

  • Seller: Bindwell
  • Year Founded: 2024
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®

BioAI Health

BioAI Health is a biotechnology company specializing in the development of advanced machine learning technologies to map the causal biology of diseases, create digital biomarkers, and identify novel drug targets. Their mission is to revolutionize precision medicine by accelerating clinical research and development through AI-powered solutions. Key Features and Functionality: - PredictX Platform: A cutting-edge multimodal AI platform capable of ingesting diverse data types, including digital pathology, multiomics, and real-world evidence, to generate novel insights. - In-Silico Phenotype Projection: Utilizes advanced AI methodologies to build predictive and prognostic models across a broad range of therapeutic areas. - Causal AI for Drug Discovery: Employs causal AI techniques to understand disease biology, identify causal dependencies, and discover new drug targets, thereby accelerating drug approval processes. - AI Biomarker Services: Offers rapid genomic profiling and identification of genetic mutations within histopathology images using novel AI testing, significantly reducing patient biomarker screening time from weeks to hours. - Data Sourcing Services: Provides access to digital and biospecimen samples through a clinical data network, facilitating comprehensive data analysis. Primary Value and Solutions: BioAI Health addresses critical challenges in precision medicine by enhancing the efficiency and success rates of clinical trials. Their AI-driven solutions enable faster, more cost-effective drug development by providing: - Accelerated Patient Screening: Reduces the time required for patient biomarker screening, allowing for quicker identification of suitable candidates for clinical studies. - Improved Drug Efficacy: Utilizes AI to develop digital biomarkers and predictive models that enhance the effectiveness of therapeutic interventions. - Comprehensive Data Analysis: Integrates multimodal data analysis, including spatial transcriptomics and computational pathology, to offer a holistic understanding of disease mechanisms. - Collaborative Partnerships: Works closely with pharmaceutical companies, clinical laboratories, and academic cancer centers to develop and deploy AI-based tests, ensuring compliance with regulatory standards and data security. By leveraging their expertise in AI and machine learning, BioAI Health aims to transform the landscape of precision medicine, ultimately improving patient care and quality of life.

Who Is the Company Behind BioAI Health?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated April 22, 2026