# Top 10 OPUS Alternatives & Competitors (2)3.8 out of 5 Reviewers exploring OPUS often also consider these top-rated options in the same software category. Machine Learning Software is used by teams seeking secure, popular platforms with features like wysiwyg editor, customized branding, and app templates, according to G2 reviews. In most cases, users compare alternatives based on reliability and ease of use. The best overall alternative to OPUS is [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews), rated ~4.3 stars on G2 from 774+ reviewers. It is frequently praised for analytics and data analysis. Other well-known alternatives to OPUS are: - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) – known for machine learning and model variety (G2 star rating ~4.3) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) – highly rated for easy integrations and speed (G2 star rating ~4.3) - [Databricks](https://www.g2.com/products/databricks/reviews) – offers collaboration and analytics (G2 star rating ~4.6) - [Alteryx](https://www.g2.com/products/alteryx/reviews) – best suited for teams that need automation and intuitive (G2 star rating ~4.6) Browse top options below. Based on G2 review data, OPUS is most commonly used in industries like [Machine Learning Software](https://www.g2.com/categories/machine-learning), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms). Compare user ratings by vertical to find the best fit. ## Best Paid & Free Alternatives to OPUS - SAS Viya - Gemini Enterprise Agent Platform - SAP HANA Cloud - Databricks - Alteryx - Snowflake - Spotfire Analytics - Automation Anywhere Agentic Process Automation ## Top 10 Alternatives to OPUS Recently Reviewed By G2 Community Browse options below. Based on reviewer data, you can see how OPUS stacks up to the competition, check reviews from current & previous users in industries like Automotive and Telecommunications, 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/c3e4922bb6835a32854c1dead2cda2bb/sas-sas-viya.jpg "Product Avatar Image") ](https://www.g2.com/products/sas-sas-viya/reviews) [ SAS Viya ](https://www.g2.com/products/sas-sas-viya/reviews) By [SAS Institute Inc.](https://www.g2.com/sellers/sas-institute-inc-df6dde22-a5e5-4913-8b21-4fa0c6c5c7c2) [ 4.3/5(817) ](https://www.g2.com/products/sas-sas-viya/reviews#reviews) Product Description 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. Categories in common with OPUS: [ MLOps Platforms ](/categories/mlops-platforms)[ Data Science and Machine Learning Platforms ](/categories/data-science-and-machine-learning-platforms)[ Machine Learning ](/categories/machine-learning) [ ![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. Categories in common with OPUS: [ MLOps Platforms ](/categories/mlops-platforms)[ Data Science and Machine Learning Platforms ](/categories/data-science-and-machine-learning-platforms)[ Machine Learning ](/categories/machine-learning) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/5e530c81ef1a1d98fe6a0d6eede0397b/sap-hana-cloud-2025-10-01.png "Product Avatar Image") ](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) [ SAP HANA Cloud ](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) By [SAP](https://www.g2.com/sellers/sap) [ 4.3/5(620) ](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews#reviews) Product Description 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. Categories in common with OPUS: [ MLOps Platforms ](/categories/mlops-platforms)[ Data Science and Machine Learning Platforms ](/categories/data-science-and-machine-learning-platforms)[ Machine Learning ](/categories/machine-learning) [![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/a6c205d533dba77b318af96d91beb2ac/databricks.jpeg "Product Avatar Image") ](https://www.g2.com/products/databricks/reviews) [ Databricks ](https://www.g2.com/products/databricks/reviews) By [Databricks Inc.](https://www.g2.com/sellers/databricks-inc) [ 4.6/5(1,363) ](https://www.g2.com/products/databricks/reviews#reviews) Product Description Making big data simple Categories in common with OPUS: [ MLOps Platforms ](/categories/mlops-platforms)[ Data Science and Machine Learning Platforms ](/categories/data-science-and-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. Categories in common with OPUS: [ Data Science and Machine Learning Platforms ](/categories/data-science-and-machine-learning-platforms)[ Machine Learning ](/categories/machine-learning) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/2b00e05c107c3273cea5264090c3c1d0/snowflake.jpg "Product Avatar Image") ](https://www.g2.com/products/snowflake/reviews) [ Snowflake ](https://www.g2.com/products/snowflake/reviews) By [Snowflake, Inc.](https://www.g2.com/sellers/snowflake-inc) [ 4.6/5(764) ](https://www.g2.com/products/snowflake/reviews#reviews) Product Description Snowflake’s platform eliminates data silos and simplifies architectures, so organizations can get more value from their data. The platform is designed as a single, unified product with automations that reduce complexity and help ensure everything “just works”. To support a wide range of workloads, it’s optimized for performance at scale no matter whether someone’s working with SQL, Python, or other languages. And it’s globally connected so organizations can securely access the most relevant content across clouds and regions, with one consistent experience. Categories in common with OPUS: [ MLOps Platforms ](/categories/mlops-platforms)[ Data Science and Machine Learning Platforms ](/categories/data-science-and-machine-learning-platforms) [ ![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. Categories in common with OPUS: [ Data Science and Machine Learning Platforms ](/categories/data-science-and-machine-learning-platforms)[ Machine Learning ](/categories/machine-learning) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/1d0092c590238189e14320421b5331dc/automation-anywhere-agentic-process-automation.png "Product Avatar Image") ](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews) [ Automation Anywhere Agentic Process Automation ](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews) By [Automation Anywhere](https://www.g2.com/sellers/automation-anywhere) [ 4.5/5(5,623) ](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews#reviews) Product Description Automation Anywhere Enterprise is an RPA platform architected for the digital enterprise. Categories in common with OPUS: [ Machine Learning ](/categories/machine-learning) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/1c993a6e283a9bd6408ff2c4457aa165/agentforce-360-platform-formerly-salesforce-platform.png "Product Avatar Image") ](https://www.g2.com/products/agentforce-360-platform-formerly-salesforce-platform/reviews) [ Salesforce Headless 360 Platform (formerly Salesforce Platform) ](https://www.g2.com/products/agentforce-360-platform-formerly-salesforce-platform/reviews) By [Salesforce](https://www.g2.com/sellers/salesforce) [ 4.5/5(3,994) ](https://www.g2.com/products/agentforce-360-platform-formerly-salesforce-platform/reviews#reviews) Product Description Platform as a Service (PaaS) eliminates the expense and complexity of evaluating, buying, configuring, and managing all the hardware and software needed for custom-built applications. Categories in common with OPUS: [ No-Code Development Platforms ](/categories/no-code-development-platforms) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/d8d487b67574b56a5ad57a2f0f159a30/airtable.jpg "Product Avatar Image") ](https://www.g2.com/products/airtable/reviews) [ Airtable ](https://www.g2.com/products/airtable/reviews) By [Airtable](https://www.g2.com/sellers/airtable) [ 4.6/5(3,287) ](https://www.g2.com/products/airtable/reviews#reviews) Product Description Airtable is the all-in-one collaboration platform designed to combine the flexibility of a spreadsheet interface with features like file attachments, kanban card stacks, revision history, calendars and reporting. 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