# Top 10 XGBoost Alternatives & Competitors **Average Rating:** 4.4/5 **Total Number of Reviews:** 13 If you are considering XGBoost, you may also want to investigate similar alternatives or competitors to find the best solution. Other important factors to consider when researching alternatives to XGBoost include training and performance. The best overall XGBoost alternative is Weka. Other similar apps like XGBoost are Google Cloud TPU, scikit-learn, Gemini Enterprise Agent Platform, and Alteryx. XGBoost alternatives can be found in [Machine Learning Software](https://www.g2.com/categories/machine-learning) but may also be in [Analytics Platforms](https://www.g2.com/categories/analytics-platforms) or [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms). ## Best Paid & Free Alternatives to XGBoost - [Weka](https://www.g2.com/products/weka/reviews) - [Google Cloud TPU](https://www.g2.com/products/google-cloud-tpu/reviews) - [scikit-learn](https://www.g2.com/products/scikit-learn/reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) - [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) - [Automation Anywhere Agentic Process Automation](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews) - [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) ## Top 10 Alternatives to XGBoost Recently Reviewed By G2 Community Browse options below. Based on reviewer data, you can see how XGBoost stacks up to the competition, check reviews from current & previous users in industries like Computer Software, Higher Education, and Building Materials, and find the best product for your business. ### 1. [Weka](https://www.g2.com/products/weka/reviews) By Weka **Average Rating:** 4.3/5 **Total Reviews:** 13 Weka is a machine learning algorithms for data mining tasks that can either be applied directly to a dataset or called from own Java code, it contains tools for data pre-processing, classification, regression, clustering, association rules, and visualization and well-suited for developing new machine learning schemes. Reviewers say compared to XGBoost, Weka is: - More expensive - Easier to admin - Better at support Categories in common with XGBoost: [Machine Learning](https://www.g2.com/categories/machine-learning) **Compare:** [XGBoost vs Weka](https://www.g2.com/compare/weka-vs-xgboost) **Compare Weka with other alternatives:** - [Weka vs Google Cloud TPU](https://www.g2.com/compare/google-cloud-tpu-vs-weka) - [Weka vs scikit-learn](https://www.g2.com/compare/weka-vs-scikit-learn) - [Weka vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-weka) - [Weka vs Alteryx](https://www.g2.com/compare/alteryx-vs-weka) - [Weka vs SAS Viya](https://www.g2.com/compare/sas-sas-viya-vs-weka) - [Weka vs SAP HANA Cloud](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-weka) - [Weka vs Spotfire Analytics](https://www.g2.com/compare/spotfire-analytics-vs-weka) - [Weka vs Automation Anywhere Agentic Process Automation](https://www.g2.com/compare/automation-anywhere-agentic-process-automation-vs-weka) - [Weka vs Demandbase One](https://www.g2.com/compare/demandbase-one-vs-weka) ### 2. [Google Cloud TPU](https://www.g2.com/products/google-cloud-tpu/reviews) By Google **Average Rating:** 4.5/5 **Total Reviews:** 33 Cloud TPU empowers businesses everywhere to access this accelerator technology to speed up their machine learning workloads on Google Cloud Reviewers say compared to XGBoost, Google Cloud TPU is: - More expensive - Better at support - Easier to do business with Categories in common with XGBoost: [Machine Learning](https://www.g2.com/categories/machine-learning) **Compare:** [XGBoost vs Google Cloud TPU](https://www.g2.com/compare/google-cloud-tpu-vs-xgboost) **Compare Google Cloud TPU with other alternatives:** - [Google Cloud TPU vs Weka](https://www.g2.com/compare/google-cloud-tpu-vs-weka) - [Google Cloud TPU vs scikit-learn](https://www.g2.com/compare/google-cloud-tpu-vs-scikit-learn) - [Google Cloud TPU vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-google-cloud-tpu) - [Google Cloud TPU vs Alteryx](https://www.g2.com/compare/alteryx-vs-google-cloud-tpu) - [Google Cloud TPU vs SAS Viya](https://www.g2.com/compare/google-cloud-tpu-vs-sas-sas-viya) - [Google Cloud TPU vs SAP HANA Cloud](https://www.g2.com/compare/google-cloud-tpu-vs-sap-hana-cloud-2025-10-01) - [Google Cloud TPU vs Spotfire Analytics](https://www.g2.com/compare/google-cloud-tpu-vs-spotfire-analytics) - [Google Cloud TPU vs Automation Anywhere Agentic Process Automation](https://www.g2.com/compare/automation-anywhere-agentic-process-automation-vs-google-cloud-tpu) - [Google Cloud TPU vs Demandbase One](https://www.g2.com/compare/demandbase-one-vs-google-cloud-tpu) ### 3. [scikit-learn](https://www.g2.com/products/scikit-learn/reviews) By scikit-learn **Average Rating:** 4.8/5 **Total Reviews:** 60 Scikit-learn is a software machine learning library for the Python programming language that has a various classification, regression and clustering algorithms including support vector machines, random forests, gradient boosting, k-means and DBSCAN, and is designed to interoperate with the Python numerical and scientific libraries NumPy and SciPy. Reviewers say compared to XGBoost, scikit-learn is: - Better at support - Easier to set up - Easier to admin Categories in common with XGBoost: [Machine Learning](https://www.g2.com/categories/machine-learning) **Compare:** [XGBoost vs scikit-learn](https://www.g2.com/compare/xgboost-vs-scikit-learn) **Compare scikit-learn with other alternatives:** - [scikit-learn vs Weka](https://www.g2.com/compare/weka-vs-scikit-learn) - [scikit-learn vs Google Cloud TPU](https://www.g2.com/compare/google-cloud-tpu-vs-scikit-learn) - [scikit-learn vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-scikit-learn) - [scikit-learn vs Alteryx](https://www.g2.com/compare/alteryx-vs-scikit-learn) - [scikit-learn vs SAS Viya](https://www.g2.com/compare/sas-sas-viya-vs-scikit-learn) - [scikit-learn vs SAP HANA Cloud](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-scikit-learn) - [scikit-learn vs Spotfire Analytics](https://www.g2.com/compare/spotfire-analytics-vs-scikit-learn) - [scikit-learn vs Automation Anywhere Agentic Process Automation](https://www.g2.com/compare/automation-anywhere-agentic-process-automation-vs-scikit-learn) - [scikit-learn vs Demandbase One](https://www.g2.com/compare/demandbase-one-vs-scikit-learn) ### 4. [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) By Google **Average Rating:** 4.3/5 **Total Reviews:** 659 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 XGBoost, Gemini Enterprise Agent Platform is: - More expensive - Better at support Categories in common with XGBoost: [Machine Learning](https://www.g2.com/categories/machine-learning) **Compare:** [XGBoost vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-xgboost) **Compare Gemini Enterprise Agent Platform with other alternatives:** - [Gemini Enterprise Agent Platform vs Weka](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-weka) - [Gemini Enterprise Agent Platform vs Google Cloud TPU](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-google-cloud-tpu) - [Gemini Enterprise Agent Platform vs scikit-learn](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-scikit-learn) - [Gemini Enterprise Agent Platform vs Alteryx](https://www.g2.com/compare/alteryx-vs-gemini-enterprise-agent-platform) - [Gemini Enterprise Agent Platform vs SAS Viya](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-sas-sas-viya) - [Gemini Enterprise Agent Platform vs SAP HANA Cloud](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-sap-hana-cloud-2025-10-01) - [Gemini Enterprise Agent Platform vs Spotfire Analytics](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-spotfire-analytics) - [Gemini Enterprise Agent Platform vs Automation Anywhere Agentic Process Automation](https://www.g2.com/compare/automation-anywhere-agentic-process-automation-vs-gemini-enterprise-agent-platform) - [Gemini Enterprise Agent Platform vs Demandbase One](https://www.g2.com/compare/demandbase-one-vs-gemini-enterprise-agent-platform) ### 5. [Alteryx](https://www.g2.com/products/alteryx/reviews) By Alteryx **Average Rating:** 4.6/5 **Total Reviews:** 852 Alteryx drives transformational business outcomes through unified analytics, data science, and process automation. Reviewers say compared to XGBoost, Alteryx is: - More expensive - Better at support - Easier to do business with Categories in common with XGBoost: [Machine Learning](https://www.g2.com/categories/machine-learning) **Compare:** [XGBoost vs Alteryx](https://www.g2.com/compare/alteryx-vs-xgboost) **Compare Alteryx with other alternatives:** - [Alteryx vs Weka](https://www.g2.com/compare/alteryx-vs-weka) - [Alteryx vs Google Cloud TPU](https://www.g2.com/compare/alteryx-vs-google-cloud-tpu) - [Alteryx vs scikit-learn](https://www.g2.com/compare/alteryx-vs-scikit-learn) - [Alteryx vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/alteryx-vs-gemini-enterprise-agent-platform) - [Alteryx vs SAS Viya](https://www.g2.com/compare/alteryx-vs-sas-sas-viya) - [Alteryx vs SAP HANA Cloud](https://www.g2.com/compare/alteryx-vs-sap-hana-cloud-2025-10-01) - [Alteryx vs Spotfire Analytics](https://www.g2.com/compare/alteryx-vs-spotfire-analytics) - [Alteryx vs Automation Anywhere Agentic Process Automation](https://www.g2.com/compare/alteryx-vs-automation-anywhere-agentic-process-automation) - [Alteryx vs Demandbase One](https://www.g2.com/compare/alteryx-vs-demandbase-one) ### 6. [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) By SAS Institute Inc. **Average Rating:** 4.3/5 **Total Reviews:** 801 As a cloud-native AI, analytics and data management platform, SAS Viya enables you to scale cost-effectively, increase productivity and innovate faster, backed by trust and transparency. SAS Viya makes it possible to integrate teams and technology enabling all users to work together successfully to turn critical questions into accurate decisions. Reviewers say compared to XGBoost, SAS Viya is: - Slower to reach roi - More expensive - Better at support Categories in common with XGBoost: [Machine Learning](https://www.g2.com/categories/machine-learning) **Compare:** [XGBoost vs SAS Viya](https://www.g2.com/compare/sas-sas-viya-vs-xgboost) **Compare SAS Viya with other alternatives:** - [SAS Viya vs Weka](https://www.g2.com/compare/sas-sas-viya-vs-weka) - [SAS Viya vs Google Cloud TPU](https://www.g2.com/compare/google-cloud-tpu-vs-sas-sas-viya) - [SAS Viya vs scikit-learn](https://www.g2.com/compare/sas-sas-viya-vs-scikit-learn) - [SAS Viya vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-sas-sas-viya) - [SAS Viya vs Alteryx](https://www.g2.com/compare/alteryx-vs-sas-sas-viya) - [SAS Viya vs SAP HANA Cloud](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-sas-sas-viya) - [SAS Viya vs Spotfire Analytics](https://www.g2.com/compare/sas-sas-viya-vs-spotfire-analytics) - [SAS Viya vs Automation Anywhere Agentic Process Automation](https://www.g2.com/compare/automation-anywhere-agentic-process-automation-vs-sas-sas-viya) - [SAS Viya vs Demandbase One](https://www.g2.com/compare/demandbase-one-vs-sas-sas-viya) ### 7. [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) By SAP **Average Rating:** 4.3/5 **Total Reviews:** 621 SAP HANA Cloud is the cloud-native data foundation of SAP Business Technology Platform, it stores, processes and analyzes data in real time at petabyte scale and converges multiple data types in a single system while managing it more efficiently with integrated multitier storage. Reviewers say compared to XGBoost, SAP HANA Cloud is: - Slower to reach roi - More expensive - Better at support Categories in common with XGBoost: [Machine Learning](https://www.g2.com/categories/machine-learning) **Compare:** [XGBoost vs SAP HANA Cloud](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-xgboost) **Compare SAP HANA Cloud with other alternatives:** - [SAP HANA Cloud vs Weka](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-weka) - [SAP HANA Cloud vs Google Cloud TPU](https://www.g2.com/compare/google-cloud-tpu-vs-sap-hana-cloud-2025-10-01) - [SAP HANA Cloud vs scikit-learn](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-scikit-learn) - [SAP HANA Cloud vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-sap-hana-cloud-2025-10-01) - [SAP HANA Cloud vs Alteryx](https://www.g2.com/compare/alteryx-vs-sap-hana-cloud-2025-10-01) - [SAP HANA Cloud vs SAS Viya](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-sas-sas-viya) - [SAP HANA Cloud vs Spotfire Analytics](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-spotfire-analytics) - [SAP HANA Cloud vs Automation Anywhere Agentic Process Automation](https://www.g2.com/compare/automation-anywhere-agentic-process-automation-vs-sap-hana-cloud-2025-10-01) - [SAP HANA Cloud vs Demandbase One](https://www.g2.com/compare/demandbase-one-vs-sap-hana-cloud-2025-10-01) ### 8. [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) By Spotfire **Average Rating:** 4.2/5 **Total Reviews:** 362 Self-service data discovery. Fastest to actionable insight. Collaborative, predictive, event-driven data analysis - free from IT. Reviewers say compared to XGBoost, Spotfire Analytics is: - More expensive - Better at support - Easier to do business with Categories in common with XGBoost: [Machine Learning](https://www.g2.com/categories/machine-learning) **Compare:** [XGBoost vs Spotfire Analytics](https://www.g2.com/compare/spotfire-analytics-vs-xgboost) **Compare Spotfire Analytics with other alternatives:** - [Spotfire Analytics vs Weka](https://www.g2.com/compare/spotfire-analytics-vs-weka) - [Spotfire Analytics vs Google Cloud TPU](https://www.g2.com/compare/google-cloud-tpu-vs-spotfire-analytics) - [Spotfire Analytics vs scikit-learn](https://www.g2.com/compare/spotfire-analytics-vs-scikit-learn) - [Spotfire Analytics vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-spotfire-analytics) - [Spotfire Analytics vs Alteryx](https://www.g2.com/compare/alteryx-vs-spotfire-analytics) - [Spotfire Analytics vs SAS Viya](https://www.g2.com/compare/sas-sas-viya-vs-spotfire-analytics) - [Spotfire Analytics vs SAP HANA Cloud](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-spotfire-analytics) - [Spotfire Analytics vs Automation Anywhere Agentic Process Automation](https://www.g2.com/compare/automation-anywhere-agentic-process-automation-vs-spotfire-analytics) - [Spotfire Analytics vs Demandbase One](https://www.g2.com/compare/demandbase-one-vs-spotfire-analytics) ### 9. [Automation Anywhere Agentic Process Automation](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews) By Automation Anywhere **Average Rating:** 4.5/5 **Total Reviews:** 5,591 Automation Anywhere Enterprise is an RPA platform architected for the digital enterprise. Reviewers say compared to XGBoost, Automation Anywhere Agentic Process Automation is: - More expensive - Better at support - Easier to do business with Categories in common with XGBoost: [Machine Learning](https://www.g2.com/categories/machine-learning) **Compare:** [XGBoost vs Automation Anywhere Agentic Process Automation](https://www.g2.com/compare/automation-anywhere-agentic-process-automation-vs-xgboost) **Compare Automation Anywhere Agentic Process Automation with other alternatives:** - [Automation Anywhere Agentic Process Automation vs Weka](https://www.g2.com/compare/automation-anywhere-agentic-process-automation-vs-weka) - [Automation Anywhere Agentic Process Automation vs Google Cloud TPU](https://www.g2.com/compare/automation-anywhere-agentic-process-automation-vs-google-cloud-tpu) - [Automation Anywhere Agentic Process Automation vs scikit-learn](https://www.g2.com/compare/automation-anywhere-agentic-process-automation-vs-scikit-learn) - [Automation Anywhere Agentic Process Automation vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/automation-anywhere-agentic-process-automation-vs-gemini-enterprise-agent-platform) - [Automation Anywhere Agentic Process Automation vs Alteryx](https://www.g2.com/compare/alteryx-vs-automation-anywhere-agentic-process-automation) - [Automation Anywhere Agentic Process Automation vs SAS Viya](https://www.g2.com/compare/automation-anywhere-agentic-process-automation-vs-sas-sas-viya) - [Automation Anywhere Agentic Process Automation vs SAP HANA Cloud](https://www.g2.com/compare/automation-anywhere-agentic-process-automation-vs-sap-hana-cloud-2025-10-01) - [Automation Anywhere Agentic Process Automation vs Spotfire Analytics](https://www.g2.com/compare/automation-anywhere-agentic-process-automation-vs-spotfire-analytics) - [Automation Anywhere Agentic Process Automation vs Demandbase One](https://www.g2.com/compare/automation-anywhere-agentic-process-automation-vs-demandbase-one) ### 10. [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) By Demandbase **Average Rating:** 4.4/5 **Total Reviews:** 1,991 The biggest and fastest growing companies in the world rely on Demandbase to drive their ABM and ABX strategies and to maximize their go-to-market performance. With the Demandbase ABX Cloud, fueled by our Account Intelligence, you have one platform to connect your 1st and 3rd party data for one view of the account, making it easy for revenue teams to stay coordinated across the entire buying journey, from prospect to customer. Reviewers say compared to XGBoost, Demandbase One is: - More expensive - Better at support - Easier to do business with Categories in common with XGBoost: [Machine Learning](https://www.g2.com/categories/machine-learning) **Compare:** [XGBoost vs Demandbase One](https://www.g2.com/compare/demandbase-one-vs-xgboost) **Compare Demandbase One with other alternatives:** - [Demandbase One vs Weka](https://www.g2.com/compare/demandbase-one-vs-weka) - [Demandbase One vs Google Cloud TPU](https://www.g2.com/compare/demandbase-one-vs-google-cloud-tpu) - [Demandbase One vs scikit-learn](https://www.g2.com/compare/demandbase-one-vs-scikit-learn) - [Demandbase One vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/demandbase-one-vs-gemini-enterprise-agent-platform) - [Demandbase One vs Alteryx](https://www.g2.com/compare/alteryx-vs-demandbase-one) - [Demandbase One vs SAS Viya](https://www.g2.com/compare/demandbase-one-vs-sas-sas-viya) - [Demandbase One vs SAP HANA Cloud](https://www.g2.com/compare/demandbase-one-vs-sap-hana-cloud-2025-10-01) - [Demandbase One vs Spotfire Analytics](https://www.g2.com/compare/demandbase-one-vs-spotfire-analytics) - [Demandbase One vs Automation Anywhere Agentic Process Automation](https://www.g2.com/compare/automation-anywhere-agentic-process-automation-vs-demandbase-one) ## Explore Articles - [Which financial audit software has built-in workflows to manage concurrent audits and coordinate testing with multiple departments?](https://www.g2.com/discussions/which-financial-audit-software-has-built-in-workflows-to-manage-concurrent-audits-and-coordinate-testing-with-multiple-departments ) - [Best employee leave management system for HR departments](https://www.g2.com/discussions/best-employee-leave-management-system-for-hr-departments) - [What is the best social suite for managing multiple brand accounts?](https://www.g2.com/discussions/what-is-the-best-social-suite-for-managing-multiple-brand-accounts) - [Staffing Agencies in San Antonio](https://www.g2.com/categories/staffing-agencies/locations/san-antonio-tx-us) - [Marketing attribution platforms](https://www.g2.com/discussions/marketing-attribution-platforms-what-do-you-look-for) - [Natural Language Understanding (NLU)](https://www.g2.com/glossary/natural-language-understanding-nlu-definition) ## Spotlight Categories - [Relational Databases](https://www.g2.com/categories/relational-databases) - [Social Media Management Tools](https://www.g2.com/categories/social-media-mgmt) - [Employee Recognition Software](https://www.g2.com/categories/employee-recognition)