Best Data Science and Machine Learning Platforms - Page 73

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

Total Products under this Category: 1,682

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
  • 1,682+ 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, IBM watsonx.data, Snowflake, MATLAB, and Hex.

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=ibm-watsonx-data&focus%5B%5D=snowflake&focus%5B%5D=matlab&focus%5B%5D=hex-tech-hex)

OGTool

Who Is the Company Behind OGTool?

Omic

Omic is an advanced AI-powered platform designed to revolutionize the field of genomics by providing comprehensive data analysis and interpretation tools. It enables researchers and healthcare professionals to efficiently process and analyze large-scale genomic data, facilitating the discovery of genetic variations and their implications in various diseases. By integrating cutting-edge machine learning algorithms, Omic offers accurate predictions and insights, accelerating the development of personalized medicine and targeted therapies. Key Features and Functionality: - Data Integration: Seamlessly combines diverse genomic datasets for holistic analysis. - Advanced Analytics: Utilizes machine learning to identify patterns and correlations in genetic data. - User-Friendly Interface: Provides intuitive tools for data visualization and interpretation. - Scalability: Handles large volumes of genomic data efficiently. - Collaboration Tools: Supports team-based research with shared workspaces and resources. Primary Value and Solutions: Omic addresses the challenges of managing and interpreting complex genomic data by offering a streamlined, AI-driven solution. It empowers users to uncover meaningful genetic insights, leading to advancements in disease understanding, diagnosis, and treatment. By simplifying data analysis and enhancing accuracy, Omic accelerates research timelines and supports the development of personalized healthcare solutions.

Who Is the Company Behind Omic?

  • Seller: Omic
  • Year Founded: 2017
  • HQ Location: Seattle, US
  • LinkedIn® Page: www.linkedin.com
    30 employees on LinkedIn®

OmniDimension

OmniDimension is the Conversational AI OS for businesses that live and die by how fast they follow up on leads. It runs your entire calling and messaging operation from one place - across voice, web, and WhatsApp, 24/7. Agent creation, telephony, CRM integrations, workflow automation, and a built-in dialer. All in one platform. No vendor juggling. No missed leads.

Who Is the Company Behind OmniDimension?

Omnifold

Who Is the Company Behind Omnifold?

  • Seller: Omnifold
  • Year Founded: 2025
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    17 employees on LinkedIn®

OmniScience Vivo

OmniScience Vivo is an AI-driven control tower designed to revolutionize clinical trial operations by unifying fragmented data sources and providing real-time, actionable insights. By integrating data from electronic data capture (EDC) systems, clinical trial management systems (CTMS), laboratories, safety databases, and more, Vivo enables clinical teams to monitor trial progress, identify risks, and make informed decisions swiftly. Key Features and Functionality: - Unified Trial Data: Aggregates clinical, operational, safety, and specialty data into a single, governed platform, ensuring full source traceability. - Ask Vivo: Allows users to pose plain-language questions about live trial data and receive evidence-backed answers grounded in protocol context. - Trial Home: Provides a continuously updated dashboard displaying trial status, recent changes, and pending actions. - Continuous Monitoring: Employs AI-driven risk-based quality management (RBQM) to detect missing, late, inconsistent, or high-risk patterns, converting signals into actionable alerts. - Portfolio Intelligence: Offers cross-study visibility into risks, site performance, vendor management, enrollment metrics, and data quality across an entire portfolio. - Governed & Validated: Complies with GDPR, GxP, Part 11/Annex 11, ISO 27001, and ISO 9001 standards, featuring role-based access control, blinding awareness, and comprehensive audit trails. Primary Value and Problem Solved: Vivo addresses the challenge of managing dispersed and complex clinical trial data by centralizing information and delivering real-time insights. This integration reduces manual reporting, accelerates decision-making, and enhances patient safety. By providing a unified view of trial operations, Vivo empowers clinical development teams to proactively identify and mitigate risks, ultimately improving trial outcomes and expediting the delivery of life-changing treatments to patients.

Who Is the Company Behind OmniScience Vivo?

onBeacon

onBeacon is an advanced AI-driven platform designed to enhance business operations by providing real-time insights and analytics. It leverages cutting-edge machine learning algorithms to process vast amounts of data, enabling organizations to make informed decisions swiftly and accurately. By integrating seamlessly with existing systems, onBeacon offers a user-friendly interface that simplifies complex data analysis tasks. Key Features and Functionality: - Real-Time Data Processing: onBeacon continuously analyzes incoming data streams, ensuring that businesses have access to the most current information. - Predictive Analytics: Utilizing sophisticated algorithms, the platform forecasts trends and potential outcomes, aiding in proactive decision-making. - Customizable Dashboards: Users can tailor dashboards to display relevant metrics and KPIs, enhancing the monitoring of performance indicators. - Seamless Integration: onBeacon is designed to integrate effortlessly with a variety of existing business systems and software, minimizing disruption and maximizing efficiency. - Scalability: The platform is built to accommodate businesses of all sizes, scaling resources as needed to meet organizational demands. Primary Value and Solutions Provided: onBeacon addresses the challenge of data overload by transforming raw data into actionable insights. It empowers businesses to identify opportunities, mitigate risks, and optimize operations through informed decision-making. By automating data analysis processes, onBeacon reduces the time and resources required for manual data interpretation, allowing organizations to focus on strategic initiatives and drive growth.

Who Is the Company Behind onBeacon?

ONE AI

Our Next Energy (ONE) is a U.S.-based manufacturer specializing in lithium-ion batteries designed for grid storage, rail, and defense applications. With a focus on energy density, safety, and sustainability, ONE produces high-performance lithium iron phosphate (LFP) batteries engineered to operate under extreme conditions, including defense and subsea systems. Their Michigan manufacturing facilities, such as the ONE Circle Gigafactory, support the production of innovative products like the 110 Ah OTP™ Cell and the 314 Ah TTP™ Cell, which offer rapid charging capabilities and extended operational life. By utilizing abundant materials and prioritizing safety through advanced chemistry and pack design, ONE aims to make electrification viable without compromising cost or performance. Their mission encompasses enhancing energy density, ensuring safety, and promoting sustainability, thereby contributing to a more reliable and eco-friendly energy future. Key Features and Functionality: - High-Performance LFP Batteries: ONE's batteries are designed for demanding environments, offering rapid charging and sustained operation under extreme conditions. - Innovative Cell Designs: Products like the 110 Ah OTP™ Cell and the 314 Ah TTP™ Cell provide power-dense performance and extended operational life, suitable for defense, industrial, and grid storage applications. - Advanced Manufacturing Facilities: The ONE Circle Gigafactory in Michigan supports vertically integrated U.S. battery manufacturing, ensuring quality and scalability. - Commitment to Safety and Sustainability: By using sustainable materials and prioritizing safety through advanced chemistry and pack design, ONE reduces the risk of thermal runaway and promotes environmental responsibility. Primary Value and Solutions Provided: ONE addresses the growing demand for reliable and sustainable energy storage solutions by offering high-performance LFP batteries that operate efficiently under extreme conditions. Their products enable industries such as defense, rail, and grid storage to adopt electrification without compromising on cost or performance. By focusing on energy density, safety, and sustainability, ONE contributes to a more reliable and eco-friendly energy future, supporting the transition to cleaner energy sources and enhancing the resilience of critical infrastructure.

Who Is the Company Behind ONE AI?

  • Seller: ONE AI
  • Year Founded: 2020
  • HQ Location: Novi, US
  • LinkedIn® Page: www.linkedin.com
    178 employees on LinkedIn®

One Codex

One Codex is a comprehensive platform designed for microbiome sequencing and analysis, offering researchers and clinicians rapid, accurate insights into complex metagenomic samples. By integrating an extensive microbial reference database with advanced analytical tools, One Codex streamlines the process from sample collection to actionable results, facilitating a deeper understanding of microbial communities. Key Features and Functionality: - Extensive Microbial Reference Database: Access the world's largest curated collection of microbial genomes, enhancing the accuracy of taxonomic and functional analyses. - Intuitive Web-Based Interface: Navigate through data effortlessly with a user-friendly platform suitable for both bench scientists and computational biologists. - Rapid Turnaround Times: Benefit from automated sequencing and analysis pipelines that deliver results in as little as two weeks for sequencing and minutes for analyses. - Comprehensive Analysis Tools: Utilize advanced algorithms for shotgun and amplicon analyses, sample management, and collaborative features to facilitate efficient research workflows. - Secure and Compliant Environment: Ensure data security and compliance with regulatory standards, including GxP and HIPAA, reducing the compliance burden for users. Primary Value and User Solutions: One Codex addresses the challenges of microbiome research by providing a seamless, end-to-end solution for sequencing and data analysis. Its platform accelerates research timelines, ensures reproducibility, and offers a secure environment for data management. By simplifying complex bioinformatics processes, One Codex empowers users to focus on scientific discovery and clinical applications, ultimately advancing the understanding of microbial ecosystems and their impact on health and disease.

Who Is the Company Behind One Codex?

  • Seller: One Codex
  • Year Founded: 2014
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    892 employees on LinkedIn®

Oneconnectsolutions

One Connect Solutions is a comprehensive data integration and analytics platform designed to empower organizations to effectively manage, analyze, and derive actionable insights from their data. By offering advanced tools for data transformation, automated machine learning, and semantic analytics, the platform enables users to make informed decisions and drive meaningful outcomes. With a focus on democratizing access to sophisticated analytics, One Connect Solutions caters to businesses of all sizes, facilitating data-driven strategies that enhance growth and efficiency. Key Features and Functionality: - Data Transformation: Utilize advanced tools to process and transform data, extracting meaningful insights for better decision-making. - Auto Machine Learning: Leverage automated machine learning algorithms to detect patterns and make predictions without the need for complex coding. - Semantic Analytics: Apply semantic analysis to understand the context and meaning within data, leading to deeper insights. - Spreev AI Agent: Interact with databases through intelligent conversations, allowing for natural language queries and instant insights without writing SQL. - No-Code/Low-Code Platform: Empower teams with advanced machine learning capabilities without the complexity of traditional coding, enabling seamless data integration and transformation. Primary Value and Solutions Provided: One Connect Solutions addresses the challenge of managing and analyzing vast amounts of data by providing a unified platform that simplifies data integration, transformation, and analysis. By offering no-code/low-code tools and AI-powered features, it enables organizations to: - Make data-driven decisions that drive growth and efficiency. - Enhance customer engagement through personalized insights. - Improve operational performance by automating processes and applying predictive analytics. - Democratize access to advanced analytics, allowing teams without extensive technical expertise to harness the power of data. In essence, One Connect Solutions transforms how organizations understand and leverage their data, enabling them to make smarter decisions and achieve meaningful outcomes.

Who Is the Company Behind Oneconnectsolutions?

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