# Top 10 Seldon Alternatives & Competitors
**Average Rating:** 4.3/5
**Total Number of Reviews:** 11
Seldon is not the only option for MLOps Platforms. Explore other competing options and alternatives. MLOps Platforms is a widely used technology, and many people are seeking time saving, user friendly software solutions with pre-built algorithms, computer vision, and natural language processing. Other important factors to consider when researching alternatives to Seldon include features and monitoring. The best overall Seldon alternative is Databricks. Other similar apps like Seldon are Gemini Enterprise Agent Platform, MATLAB, Posit Team, and Altair AI Studio. Seldon alternatives can be found in [MLOps Platforms](https://www.g2.com/categories/mlops-platforms) but may also be in [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) or [Analytics Platforms](https://www.g2.com/categories/analytics-platforms).


## Best Paid & Free Alternatives to Seldon
  - [Databricks](https://www.g2.com/products/databricks/reviews)
  - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews)
  - [MATLAB](https://www.g2.com/products/matlab/reviews)
  - [Posit Team](https://www.g2.com/products/posit-team/reviews)
  - [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews)
  - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews)
  - [Snowflake](https://www.g2.com/products/snowflake/reviews)
  - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews)
  - [Deepnote](https://www.g2.com/products/deepnote/reviews)
  - [Domo](https://www.g2.com/products/domo/reviews)

## Top 10 Alternatives to Seldon Recently Reviewed By G2 Community
Browse options below. Based on reviewer data, you can see how Seldon stacks up to the competition, check reviews from current & previous users in industries like Information Technology and Services, Computer Software, and Architecture & Planning, and find the best product for your business.


  ### 1. [Databricks](https://www.g2.com/products/databricks/reviews)
By Databricks Inc.
**Average Rating:** 4.6/5
**Total Reviews:** 1,363
Making big data simple


Categories in common with Seldon: [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [MLOps Platforms](https://www.g2.com/categories/mlops-platforms)

**Compare:** [Seldon vs Databricks](https://www.g2.com/compare/databricks-vs-seldon)
**Compare Databricks with other alternatives:**
- [Databricks vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/databricks-vs-gemini-enterprise-agent-platform)
- [Databricks vs MATLAB](https://www.g2.com/compare/databricks-vs-matlab)
- [Databricks vs Posit Team](https://www.g2.com/compare/databricks-vs-posit-team)
- [Databricks vs Altair AI Studio](https://www.g2.com/compare/rapidminer-studio-vs-databricks)
- [Databricks vs SAS Viya](https://www.g2.com/compare/databricks-vs-sas-sas-viya)
- [Databricks vs Snowflake](https://www.g2.com/compare/databricks-vs-snowflake)
- [Databricks vs SAP HANA Cloud](https://www.g2.com/compare/databricks-vs-sap-hana-cloud-2025-10-01)
- [Databricks vs Deepnote](https://www.g2.com/compare/databricks-vs-deepnote)
- [Databricks vs Domo](https://www.g2.com/compare/databricks-vs-domo)

  ### 2. [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews)
By Google
**Average Rating:** 4.3/5
**Total Reviews:** 737
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 Seldon: [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [MLOps Platforms](https://www.g2.com/categories/mlops-platforms)

**Compare:** [Seldon vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-seldon)
**Compare Gemini Enterprise Agent Platform with other alternatives:**
- [Gemini Enterprise Agent Platform vs Databricks](https://www.g2.com/compare/databricks-vs-gemini-enterprise-agent-platform)
- [Gemini Enterprise Agent Platform vs MATLAB](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-matlab)
- [Gemini Enterprise Agent Platform vs Posit Team](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-posit-team)
- [Gemini Enterprise Agent Platform vs Altair AI Studio](https://www.g2.com/compare/rapidminer-studio-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 Snowflake](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-snowflake)
- [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 Deepnote](https://www.g2.com/compare/deepnote-vs-gemini-enterprise-agent-platform)
- [Gemini Enterprise Agent Platform vs Domo](https://www.g2.com/compare/domo-vs-gemini-enterprise-agent-platform)

  ### 3. [MATLAB](https://www.g2.com/products/matlab/reviews)
By MathWorks
**Average Rating:** 4.5/5
**Total Reviews:** 773
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.


Categories in common with Seldon: [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)

**Compare:** [Seldon vs MATLAB](https://www.g2.com/compare/matlab-vs-seldon)
**Compare MATLAB with other alternatives:**
- [MATLAB vs Databricks](https://www.g2.com/compare/databricks-vs-matlab)
- [MATLAB vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-matlab)
- [MATLAB vs Posit Team](https://www.g2.com/compare/matlab-vs-posit-team)
- [MATLAB vs Altair AI Studio](https://www.g2.com/compare/rapidminer-studio-vs-matlab)
- [MATLAB vs SAS Viya](https://www.g2.com/compare/matlab-vs-sas-sas-viya)
- [MATLAB vs Snowflake](https://www.g2.com/compare/matlab-vs-snowflake)
- [MATLAB vs SAP HANA Cloud](https://www.g2.com/compare/matlab-vs-sap-hana-cloud-2025-10-01)
- [MATLAB vs Deepnote](https://www.g2.com/compare/deepnote-vs-matlab)
- [MATLAB vs Domo](https://www.g2.com/compare/domo-vs-matlab)

  ### 4. [Posit Team](https://www.g2.com/products/posit-team/reviews)
By Posit
**Average Rating:** 4.5/5
**Total Reviews:** 575
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.


Categories in common with Seldon: [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)

**Compare:** [Seldon vs Posit Team](https://www.g2.com/compare/posit-team-vs-seldon)
**Compare Posit Team with other alternatives:**
- [Posit Team vs Databricks](https://www.g2.com/compare/databricks-vs-posit-team)
- [Posit Team vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-posit-team)
- [Posit Team vs MATLAB](https://www.g2.com/compare/matlab-vs-posit-team)
- [Posit Team vs Altair AI Studio](https://www.g2.com/compare/rapidminer-studio-vs-posit-team)
- [Posit Team vs SAS Viya](https://www.g2.com/compare/posit-team-vs-sas-sas-viya)
- [Posit Team vs Snowflake](https://www.g2.com/compare/posit-team-vs-snowflake)
- [Posit Team vs SAP HANA Cloud](https://www.g2.com/compare/posit-team-vs-sap-hana-cloud-2025-10-01)
- [Posit Team vs Deepnote](https://www.g2.com/compare/deepnote-vs-posit-team)
- [Posit Team vs Domo](https://www.g2.com/compare/domo-vs-posit-team)

  ### 5. [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews)
By Altair
**Average Rating:** 4.6/5
**Total Reviews:** 532
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.


Categories in common with Seldon: [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)

**Compare:** [Seldon vs Altair AI Studio](https://www.g2.com/compare/rapidminer-studio-vs-seldon)
**Compare Altair AI Studio with other alternatives:**
- [Altair AI Studio vs Databricks](https://www.g2.com/compare/rapidminer-studio-vs-databricks)
- [Altair AI Studio vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/rapidminer-studio-vs-gemini-enterprise-agent-platform)
- [Altair AI Studio vs MATLAB](https://www.g2.com/compare/rapidminer-studio-vs-matlab)
- [Altair AI Studio vs Posit Team](https://www.g2.com/compare/rapidminer-studio-vs-posit-team)
- [Altair AI Studio vs SAS Viya](https://www.g2.com/compare/rapidminer-studio-vs-sas-sas-viya)
- [Altair AI Studio vs Snowflake](https://www.g2.com/compare/rapidminer-studio-vs-snowflake)
- [Altair AI Studio vs SAP HANA Cloud](https://www.g2.com/compare/rapidminer-studio-vs-sap-hana-cloud-2025-10-01)
- [Altair AI Studio vs Deepnote](https://www.g2.com/compare/rapidminer-studio-vs-deepnote)
- [Altair AI Studio vs Domo](https://www.g2.com/compare/rapidminer-studio-vs-domo)

  ### 6. [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews)
By SAS Institute Inc.
**Average Rating:** 4.3/5
**Total Reviews:** 819
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 Seldon: [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [MLOps Platforms](https://www.g2.com/categories/mlops-platforms)

**Compare:** [Seldon vs SAS Viya](https://www.g2.com/compare/sas-sas-viya-vs-seldon)
**Compare SAS Viya with other alternatives:**
- [SAS Viya vs Databricks](https://www.g2.com/compare/databricks-vs-sas-sas-viya)
- [SAS Viya vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-sas-sas-viya)
- [SAS Viya vs MATLAB](https://www.g2.com/compare/matlab-vs-sas-sas-viya)
- [SAS Viya vs Posit Team](https://www.g2.com/compare/posit-team-vs-sas-sas-viya)
- [SAS Viya vs Altair AI Studio](https://www.g2.com/compare/rapidminer-studio-vs-sas-sas-viya)
- [SAS Viya vs Snowflake](https://www.g2.com/compare/sas-sas-viya-vs-snowflake)
- [SAS Viya vs SAP HANA Cloud](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-sas-sas-viya)
- [SAS Viya vs Deepnote](https://www.g2.com/compare/deepnote-vs-sas-sas-viya)
- [SAS Viya vs Domo](https://www.g2.com/compare/domo-vs-sas-sas-viya)

  ### 7. [Snowflake](https://www.g2.com/products/snowflake/reviews)
By Snowflake, Inc.
**Average Rating:** 4.6/5
**Total Reviews:** 762
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 Seldon: [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [MLOps Platforms](https://www.g2.com/categories/mlops-platforms)

**Compare:** [Seldon vs Snowflake](https://www.g2.com/compare/seldon-vs-snowflake)
**Compare Snowflake with other alternatives:**
- [Snowflake vs Databricks](https://www.g2.com/compare/databricks-vs-snowflake)
- [Snowflake vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-snowflake)
- [Snowflake vs MATLAB](https://www.g2.com/compare/matlab-vs-snowflake)
- [Snowflake vs Posit Team](https://www.g2.com/compare/posit-team-vs-snowflake)
- [Snowflake vs Altair AI Studio](https://www.g2.com/compare/rapidminer-studio-vs-snowflake)
- [Snowflake vs SAS Viya](https://www.g2.com/compare/sas-sas-viya-vs-snowflake)
- [Snowflake vs SAP HANA Cloud](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-snowflake)
- [Snowflake vs Deepnote](https://www.g2.com/compare/deepnote-vs-snowflake)
- [Snowflake vs Domo](https://www.g2.com/compare/domo-vs-snowflake)

  ### 8. [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews)
By SAP
**Average Rating:** 4.3/5
**Total Reviews:** 620
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 Seldon: [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [MLOps Platforms](https://www.g2.com/categories/mlops-platforms)

**Compare:** [Seldon vs SAP HANA Cloud](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-seldon)
**Compare SAP HANA Cloud with other alternatives:**
- [SAP HANA Cloud vs Databricks](https://www.g2.com/compare/databricks-vs-sap-hana-cloud-2025-10-01)
- [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 MATLAB](https://www.g2.com/compare/matlab-vs-sap-hana-cloud-2025-10-01)
- [SAP HANA Cloud vs Posit Team](https://www.g2.com/compare/posit-team-vs-sap-hana-cloud-2025-10-01)
- [SAP HANA Cloud vs Altair AI Studio](https://www.g2.com/compare/rapidminer-studio-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 Snowflake](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-snowflake)
- [SAP HANA Cloud vs Deepnote](https://www.g2.com/compare/deepnote-vs-sap-hana-cloud-2025-10-01)
- [SAP HANA Cloud vs Domo](https://www.g2.com/compare/domo-vs-sap-hana-cloud-2025-10-01)

  ### 9. [Deepnote](https://www.g2.com/products/deepnote/reviews)
By Deepnote
**Average Rating:** 4.5/5
**Total Reviews:** 386
Deepnote is a new kind of data science notebook. Real-time collaboration, zero setup, and completely cloud-based.


Categories in common with Seldon: [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)

**Compare:** [Seldon vs Deepnote](https://www.g2.com/compare/deepnote-vs-seldon)
**Compare Deepnote with other alternatives:**
- [Deepnote vs Databricks](https://www.g2.com/compare/databricks-vs-deepnote)
- [Deepnote vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/deepnote-vs-gemini-enterprise-agent-platform)
- [Deepnote vs MATLAB](https://www.g2.com/compare/deepnote-vs-matlab)
- [Deepnote vs Posit Team](https://www.g2.com/compare/deepnote-vs-posit-team)
- [Deepnote vs Altair AI Studio](https://www.g2.com/compare/rapidminer-studio-vs-deepnote)
- [Deepnote vs SAS Viya](https://www.g2.com/compare/deepnote-vs-sas-sas-viya)
- [Deepnote vs Snowflake](https://www.g2.com/compare/deepnote-vs-snowflake)
- [Deepnote vs SAP HANA Cloud](https://www.g2.com/compare/deepnote-vs-sap-hana-cloud-2025-10-01)
- [Deepnote vs Domo](https://www.g2.com/compare/deepnote-vs-domo)

  ### 10. [Domo](https://www.g2.com/products/domo/reviews)
By Domo
**Average Rating:** 4.3/5
**Total Reviews:** 1,091
Domo is an agentic platform for the intelligent enterprise that helps organizations build, manage, and distribute AI-powered solutions using governed business data. The platform brings together three core capabilities: a data foundation to connect and govern enterprise data, an activation layer to build AI agents, apps, workflows, and analytics, and a distribution layer to deliver intelligence where people work. Designed for enterprises, Domo works with existing cloud data platforms such as Snowflake, BigQuery, and Databricks, as well as other business systems and apps. Organizations use Domo to connect data from across their business, apply governance and security controls, build AI-powered solutions, and deliver insights through dashboards, embedded apps, mobile experiences, and AI assistants. Domo combines three core capabilities: data foundation, activation, and distribution: 1. The data foundation connects and governs enterprise data across cloud data platforms and business systems. 2. The activation layer enables teams to build AI agents, apps, workflows, automations, and analytics on top of governed data. 3. The distribution layer delivers intelligence where users work, including dashboards, embedded apps, mobile experiences, and AI assistants using Model Context Protocol (MCP). Governance, security, and access controls support all three layers to help organizations scale AI and data initiatives with trust. Common use cases for Domo include AI agents and apps, business intelligence, operational analytics, executive reporting, embedded analytics, AI-powered workflows, and custom data apps. The platform supports both technical teams and business users with low-code and pro-code development options for building and sharing AI-powered solutions across the enterprise.


Categories in common with Seldon: [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)

**Compare:** [Seldon vs Domo](https://www.g2.com/compare/domo-vs-seldon)
**Compare Domo with other alternatives:**
- [Domo vs Databricks](https://www.g2.com/compare/databricks-vs-domo)
- [Domo vs Gemini Enterprise Agent Platform](https://www.g2.com/compare/domo-vs-gemini-enterprise-agent-platform)
- [Domo vs MATLAB](https://www.g2.com/compare/domo-vs-matlab)
- [Domo vs Posit Team](https://www.g2.com/compare/domo-vs-posit-team)
- [Domo vs Altair AI Studio](https://www.g2.com/compare/rapidminer-studio-vs-domo)
- [Domo vs SAS Viya](https://www.g2.com/compare/domo-vs-sas-sas-viya)
- [Domo vs Snowflake](https://www.g2.com/compare/domo-vs-snowflake)
- [Domo vs SAP HANA Cloud](https://www.g2.com/compare/domo-vs-sap-hana-cloud-2025-10-01)
- [Domo vs Deepnote](https://www.g2.com/compare/deepnote-vs-domo)


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