# Top 10 BigML Alternatives & Competitors (24)4.7 out of 5 Many buyers researching BigML on G2 ultimately choose a competing solution from this list of highly rated tools. Data Science and Machine Learning Platforms is used by teams seeking powerful, easy to use platforms with features like artificial neural networks, computer vision, and drag and drop, according to G2 reviews. In most cases, users compare alternatives based on reliability and ease of use. The best overall alternative to BigML is [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews), rated ~4.6 stars on G2 from 503+ reviewers. It is frequently praised for machine learning and ai integration. Other well-known alternatives to BigML are: - [Alteryx](https://www.g2.com/products/alteryx/reviews) – known for automation and intuitive (G2 star rating ~4.6) - [Dataiku](https://www.g2.com/products/dataiku/reviews) – highly rated for usability and easy integrations (G2 star rating ~4.4) - [Tableau](https://www.g2.com/products/tableau/reviews) – offers data visualization and visualization (G2 star rating ~4.4) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) – best suited for teams that need machine learning and model variety (G2 star rating ~4.3) Browse top options below. Based on G2 review data, BigML is most commonly used in industries like [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Generative AI Infrastructure Software](https://www.g2.com/categories/generative-ai-infrastructure). Compare user ratings by vertical to find the best fit. ## Best Paid & Free Alternatives to BigML - Altair AI Studio - Alteryx - Dataiku - Tableau - Gemini Enterprise Agent Platform - Domo - Google Cloud BigQuery - Spotfire Analytics ## Top 10 Alternatives to BigML Recently Reviewed By G2 Community Browse options below. Based on reviewer data, you can see how BigML stacks up to the competition, check reviews from current & previous users in industries like Computer Software, Alternative Dispute Resolution, and Electrical/Electronic Manufacturing, and find the best product for your business. [![G2 Advertising](/assets/my-g2-logo-41632af6f81a240a0a9886638f412b2ac9a29f4001534f8c83be89a58ef9d45d.svg "G2 Advertising")](https://sell.g2.com/case-studies/how-aisdr-uses-g2-ads-to-turn-g2-into-top-5-traffic-source) Sponsored G2 Advertising Get 2x conversion than Google Ads with G2 Advertising! G2 Advertising places your product in premium positions on high-traffic pages and on targeted competitor pages to reach buyers at key comparison moments. [ Learn More ](https://sell.g2.com/case-studies/how-aisdr-uses-g2-ads-to-turn-g2-into-top-5-traffic-source) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/ee17796061589e2a79a55be43c8f67cc/rapidminer-studio.png "Product Avatar Image") ](https://www.g2.com/products/rapidminer-studio/reviews) [ Altair AI Studio ](https://www.g2.com/products/rapidminer-studio/reviews) By [Altair](https://www.g2.com/sellers/altair-186799f5-3238-493f-b3ad-b8cac484afd7) [ 4.6/5(532) ](https://www.g2.com/products/rapidminer-studio/reviews#reviews) Product Description RapidMiner is a powerful, easy to use and intuitive graphical user interface for the design of analytic processes. Let the Wisdom of Crowds and recommendations from the RapidMiner community guide your way. And you can easily reuse your R and Python code. Reviewers say compared to BigML, Altair AI Studio is: Slower to reach roi More expensive Categories in common with BigML: [ Data Science and Machine Learning Platforms ](/categories/data-science-and-machine-learning-platforms)[ Predictive Analytics ](/categories/predictive-analytics)[ Low-Code Machine Learning Platforms ](/categories/low-code-machine-learning-platforms) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/2c6c77d8284b2f6609c2f9dc0ba6b5a9/alteryx.png "Product Avatar Image") ](https://www.g2.com/products/alteryx/reviews) [ Alteryx ](https://www.g2.com/products/alteryx/reviews) By [Alteryx](https://www.g2.com/sellers/alteryx) [ 4.6/5(893) ](https://www.g2.com/products/alteryx/reviews#reviews) Product Description Alteryx drives transformational business outcomes through unified analytics, data science, and process automation. Reviewers say compared to BigML, Alteryx is: Slower to reach roi More expensive Categories in common with BigML: [ Data Science and Machine Learning Platforms ](/categories/data-science-and-machine-learning-platforms)[ Predictive Analytics ](/categories/predictive-analytics)[ Low-Code Machine Learning Platforms ](/categories/low-code-machine-learning-platforms) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/791b528c516cc1b08151fa6da3988161/dataiku.png "Product Avatar Image") ](https://www.g2.com/products/dataiku/reviews) [ Dataiku ](https://www.g2.com/products/dataiku/reviews) By [Dataiku](https://www.g2.com/sellers/dataiku) [ 4.4/5(224) ](https://www.g2.com/products/dataiku/reviews#reviews) Product Description Dataiku is the Universal AI Platform, giving organizations control over their AI talent, processes, and technologies to unleash the creation of analytics, models, and agents. Reviewers say compared to BigML, Dataiku is: Slower to reach roi More expensive Categories in common with BigML: [ Data Science and Machine Learning Platforms ](/categories/data-science-and-machine-learning-platforms)[ Predictive Analytics ](/categories/predictive-analytics)[ Low-Code Machine Learning Platforms ](/categories/low-code-machine-learning-platforms) [![G2 Advertising](/assets/my-g2-logo-41632af6f81a240a0a9886638f412b2ac9a29f4001534f8c83be89a58ef9d45d.svg "G2 Advertising")](https://sell.g2.com/case-studies/how-aisdr-uses-g2-ads-to-turn-g2-into-top-5-traffic-source) Sponsored G2 Advertising Get 2x conversion than Google Ads with G2 Advertising! G2 Advertising places your product in premium positions on high-traffic pages and on targeted competitor pages to reach buyers at key comparison moments. [ Learn More ](https://sell.g2.com/case-studies/how-aisdr-uses-g2-ads-to-turn-g2-into-top-5-traffic-source) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/34ebf6dfa7d511442315c3ec17dea9f5/tableau.png "Product Avatar Image") ](https://www.g2.com/products/tableau/reviews) [ Tableau ](https://www.g2.com/products/tableau/reviews) By [Salesforce](https://www.g2.com/sellers/salesforce) [ 4.4/5(3,785) ](https://www.g2.com/products/tableau/reviews#reviews) Product Description Turn data into action at scale with human and agent collaboration. AND Scale data-driven insights with complete operational confidence. AND Deploy visual, self-service analytics with unmatched control and flexibility. Reviewers say compared to BigML, Tableau is: Slower to reach roi More expensive Categories in common with BigML: [ Predictive Analytics ](/categories/predictive-analytics) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/aeae116c52945fdecd7ed16d621cb315/gemini-enterprise-agent-platform.png "Product Avatar Image") ](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) [ Gemini Enterprise Agent Platform ](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) By [Google](https://www.g2.com/sellers/google) [ 4.3/5(745) ](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews#reviews) Product Description Gemini Enterprise Agent Platform is a managed machine learning (ML) platform that helps you build, train, and deploy ML models faster and easier. It includes a unified UI for the entire ML workflow, as well as a variety of tools and services to help you with every step of the process. Gemini Enterprise Agent Platform Workbench is a cloud-based IDE that is included with Gemini Enterprise Agent Platform. It makes it easy to develop and debug ML code. It provides a variety of features to help you with your ML workflow, such as code completion, linting, and debugging. Gemini Enterprise Agent Platform and Gemini Enterprise Agent Platform Workbench are a powerful combination that can help you accelerate your ML development. With Gemini Enterprise Agent Platform, you can focus on building and training your models, while Gemini Enterprise Agent Platform Workbench takes care of the rest. This frees you up to be more productive and creative, and it helps you get your models into production faster. If you're looking for a powerful and easy-to-use ML platform, then Gemini Enterprise Agent Platform is a great option. With Gemini Enterprise Agent Platform, you can build, train, and deploy ML models faster and easier than ever before. Reviewers say compared to BigML, Gemini Enterprise Agent Platform is: Slower to reach roi More expensive Categories in common with BigML: [ Data Science and Machine Learning Platforms ](/categories/data-science-and-machine-learning-platforms)[ Low-Code Machine Learning Platforms ](/categories/low-code-machine-learning-platforms) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/8ef2fed795a3ce0717d8b4925583871c/domo.jpg "Product Avatar Image") ](https://www.g2.com/products/domo/reviews) [ Domo ](https://www.g2.com/products/domo/reviews) By [Domo](https://www.g2.com/sellers/domo) [ 4.3/5(1,075) ](https://www.g2.com/products/domo/reviews#reviews) Product Description Domo is a cloud-native data experience platform that empowers organizations to connect, visualize, and analyze data from diverse sources in real-time. Designed for both technical and non-technical users, Domo facilitates data-driven decision-making across all levels of an organization by providing intuitive dashboards, AI-powered insights, and customizable visualizations. Its scalable architecture ensures seamless integration with existing cloud and on-premise systems, enabling businesses to optimize processes and drive actionable outcomes efficiently. Key Features and Functionality: - Data Integration: Connects with over 1,000 pre-built connectors, allowing seamless access to various data systems, including CRM, ERP, and cloud databases. - Business Intelligence & Analytics: Offers intuitive tools for creating dynamic dashboards, reports, and visualizations, making complex analytics accessible to all teams. - AI and Predictive Insights: Leverages machine learning capabilities to provide predictive analytics and actionable recommendations based on real-time data. - App Creation: Enables the development of custom, low-code, and pro-code business applications that automate processes and streamline decision-making. - Security & Governance: Provides robust data governance tools, including personalized data permissions, custom user roles, and compliance with standards like GDPR and HIPAA. Primary Value and Solutions: Domo addresses the challenge of fragmented data by unifying information from multiple sources into a single platform, enabling organizations to gain comprehensive insights and make informed decisions swiftly. Its user-friendly interface democratizes data access, allowing teams to collaborate effectively using real-time information. By integrating AI-powered analytics and customizable applications, Domo helps businesses optimize operations, identify trends, and drive growth, all while maintaining stringent security and governance standards. Reviewers say compared to BigML, Domo is: Slower to reach roi More expensive Categories in common with BigML: [ Data Science and Machine Learning Platforms ](/categories/data-science-and-machine-learning-platforms)[ Predictive Analytics ](/categories/predictive-analytics) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/96b275379465d759df5bffd0099d849a/google-cloud-bigquery.png "Product Avatar Image") ](https://www.g2.com/products/google-cloud-bigquery/reviews) [ Google Cloud BigQuery ](https://www.g2.com/products/google-cloud-bigquery/reviews) By [Google](https://www.g2.com/sellers/google) [ 4.5/5(1,224) ](https://www.g2.com/products/google-cloud-bigquery/reviews#reviews) Product Description Analyze Big Data in the cloud with BigQuery. Run fast, SQL-like queries against multi-terabyte datasets in seconds. Scalable and easy to use, BigQuery gives you real-time insights about your data. Reviewers say compared to BigML, Google Cloud BigQuery is: Slower to reach roi More expensive Categories in common with BigML: [ Predictive Analytics ](/categories/predictive-analytics) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/3e77123603720d53578fa4cc4e134660/spotfire-analytics.png "Product Avatar Image") ](https://www.g2.com/products/spotfire-analytics/reviews) [ Spotfire Analytics ](https://www.g2.com/products/spotfire-analytics/reviews) By [Spotfire](https://www.g2.com/sellers/spotfire-2d87c926-94f3-47ce-8a5d-44d930d7c744) [ 4.2/5(362) ](https://www.g2.com/products/spotfire-analytics/reviews#reviews) Product Description Self-service data discovery. Fastest to actionable insight. Collaborative, predictive, event-driven data analysis - free from IT. Reviewers say compared to BigML, Spotfire Analytics is: Slower to reach roi More expensive Categories in common with BigML: [ Data Science and Machine Learning Platforms ](/categories/data-science-and-machine-learning-platforms)[ Predictive Analytics ](/categories/predictive-analytics) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/d5738f5e7922b4552c3ba543a2b9dee6/matlab.jpeg "Product Avatar Image") ](https://www.g2.com/products/matlab/reviews) [ MATLAB ](https://www.g2.com/products/matlab/reviews) By [MathWorks](https://www.g2.com/sellers/mathworks) [ 4.5/5(771) ](https://www.g2.com/products/matlab/reviews#reviews) Product Description MATLAB is a high-level programming and numeric computing environment widely utilized by engineers and scientists for data analysis, algorithm development, and system modeling. It offers a desktop environment optimized for iterative analysis and design processes, coupled with a programming language that directly expresses matrix and array mathematics. The Live Editor feature enables users to create scripts that integrate code, output, and formatted text within an executable notebook. Key Features and Functionality: - Data Analysis: Tools for exploring, modeling, and analyzing data. - Graphics: Functions for visualizing and exploring data through various plots and charts. - Programming: Capabilities to create scripts, functions, and classes for customized workflows. - App Building: Facilities to develop desktop and web applications. - External Language Interfaces: Integration with languages such as Python, C/C++, Fortran, and Java. - Hardware Connectivity: Support for connecting MATLAB to various hardware platforms. - Parallel Computing: Ability to perform large-scale computations and parallelize simulations using multicore desktops, GPUs, clusters, and cloud resources. - Deployment: Options to share MATLAB programs and deploy them to enterprise applications, embedded devices, and cloud environments. Primary Value and User Solutions: MATLAB streamlines complex mathematical computations and data analysis tasks, enabling users to develop algorithms and models efficiently. Its comprehensive toolboxes and interactive apps facilitate rapid prototyping and iterative design, reducing development time. The platform's scalability allows for seamless transition from research to production, supporting deployment on various systems without extensive code modifications. By integrating with multiple programming languages and hardware platforms, MATLAB provides a versatile environment that addresses the diverse needs of engineers and scientists across industries. Reviewers say compared to BigML, MATLAB is: Slower to reach roi More expensive Categories in common with BigML: [ Data Science and Machine Learning Platforms ](/categories/data-science-and-machine-learning-platforms) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/e1415804e9c2f68745c0263dff60bd69/posit-team.png "Product Avatar Image") ](https://www.g2.com/products/posit-team/reviews) [ Posit Team ](https://www.g2.com/products/posit-team/reviews) By [Posit](https://www.g2.com/sellers/posit) [ 4.5/5(575) ](https://www.g2.com/products/posit-team/reviews#reviews) Product Description In addition to our open-source data science software, RStudio produces RStudio Team, a unique, modular platform of enterprise-ready professional software products that enable teams to adopt R, Python, and other open-source data science software at scale. 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