--- title: Seldon Reviews meta_title: 'Seldon Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 11 reviews by the users' company size, role or industry to find out how Seldon works for a business like yours. aggregate_rating: rating_value: 4.3 review_count: 11 scale: '5' date_modified: '2026-08-07' parent_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence --- # Seldon Reviews **Vendor:** Seldon **Category:** [MLOps Platforms](https://www.g2.com/categories/mlops-platforms) **Average Rating:** 4.3/5.0 **Total Reviews:** 11 ## About Seldon Seldon gets machine learning models to production faster, in the most reliable way. Front-end deployment of models, explainers and canaries means users can deploy ML models and testing can be done in live environments. Metrics and dashboards can monitor models to improve performance and rapidly communicate errors for easy debugging. Model explainers mean you can understand and adjust what features are influencing the model and anomaly detection can flag drifts in data. ## Seldon Reviews ### 1. opting Seldon is good? **Rating:** 4.0/5.0 stars **Reviewed by:** Baratam V. | Microsoft Power apps developer, Mid-Market (51-1000 emp.) **Reviewed Date:** August 10, 2022 **What do you like best about Seldon?** The one thing in the seldon.io we can feel best like this platform has dedicated people and support to help while having any issue while deploying our model in the seldon.io **What do you dislike about Seldon?** As of now, I couldn't find any though the documentation can be improved and more demo sessions will be helpful for this seldon.io but they are still improving so couldn't say much **What problems is Seldon solving and how is that benefiting you?** These seldon deployment servers are helping by giving us much speed more than 30%, this will help us while training the model in the cloud because we can't train that much huge data set in the local and this will be helpful for us to test the most after cross-folding the dataset. ### 2. Model graphs ease and scaling using seldon **Rating:** 4.0/5.0 stars **Reviewed by:** Prince N. | Assistant systems engineer, Enterprise (> 1000 emp.) **Reviewed Date:** August 09, 2022 **What do you like best about Seldon?** Ease of use for developers making the learning curve less steep in comparison. Use by our data science teams confirm the finding , the open source nature again is an advantage. **What do you dislike about Seldon?** The ability to manage containers could be further improved. Comparatively less integrated with batch component. The requirment of a new operator for certain operations. **What problems is Seldon solving and how is that benefiting you?** As stated above the ML use case coupled with the use by our data science teams. It lends itself to easy integration in our current project usecase. It increases productivity. ### 3. Best ML open-source model **Rating:** 3.5/5.0 stars **Reviewed by:** Shashank K. | Data Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** August 13, 2022 **What do you like best about Seldon?** I like the way we can make complex inference graphs .. just like that!.also this principle they follow, build once deploy many.. **What do you dislike about Seldon?** Troubleshooting is difficult as we have no specific function on top we can work. **What problems is Seldon solving and how is that benefiting you?** It really helps to automate things which are more complex and manual processes. And it is very easy to see metrics and to trace solutions ### 4. ML Operations made easy with seldon **Rating:** 3.5/5.0 stars **Reviewed by:** Neelabh N. | Associate System Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** August 11, 2022 **What do you like best about Seldon?** Its very easy to deploy ml model with seldon, earlier it was quite a hectic process **What do you dislike about Seldon?** Till now it has been perfect tool for my need. **What problems is Seldon solving and how is that benefiting you?** Seldon helps me to deploy my ml models to cloud ### 5. It's very nice amazing **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Architecture & Planning | Small-Business (50 or fewer emp.) **Reviewed Date:** January 16, 2021 **What do you like best about Seldon?** It's amazing content on machine learning and DevOps technology. **What do you dislike about Seldon?** Customer interaction delayed response Clarification of certain topics **Recommendations to others considering Seldon:** Yes, please use this as a good platform to gain knowledge on leading technology. **What problems is Seldon solving and how is that benefiting you?** Learning skills of machine learning and DevOps technology have helped me a lot. ## Seldon Discussions - [What is Seldon used for?](https://www.g2.com/discussions/what-is-seldon-used-for) - [View Seldon pricing details and edition comparison](https://www.g2.com/products/seldon/reviews?filters%5Bnps_score%5D%5B%5D=4§ion=pricing&secure%5Bexpires_at%5D=2026-08-13+09%3A17%3A46+-0500&secure%5Bsession_id%5D=0697ae7a-1b8f-4113-abdf-cadcc54e697a&secure%5Btoken%5D=6d8b3474e1fc8c0e8a8db22382a6c42a385325ac8cf6d423d4c783cde4dbbdb1&format=llm_user) ## Seldon Features **Additional Functionality** - Tagging - Natural Language Processing - Data Extraction - Multi-Language - Predictive Analytics - Drag & Drop - Speech Recognition - Reporting/Analytics - Data Storage Management - Virtual Personal Assistant (VPA) - AI Copilot - Customer Segmentation - Collaboration Tools - Data Import/Export - Generative AI - For eCommerce - Role-Based Permissions - Customizable Branding - Search/Filter - Monitoring - Document Management - API - Data Visualization - Trend Analysis - Machine Learning - Access Controls/Permissions - Alerts/Escalation - Performance Metrics - Real-Time Data - Third-Party Integrations - Mobile App - Multiple Data Sources - For Sales Teams/Organizations - Sentiment Analysis - Activity Dashboard - Chatbot - Workflow Automation **Deployment** - Language Flexibility - Framework Flexibility - Versioning - Ease of Deployment - Scalability **System** - Data Ingestion & Wrangling - Real-Time Data **Deployment** - Language Flexibility - Framework Flexibility - Versioning - Ease of Deployment - Scalability **Model Development** - Language Support - Pre-Built Algorithms - Database Support - Multi-Language **Management** - Cataloging - Monitoring - Governing - Model Registry **Operations** - Metrics - Infrastructure management - Collaboration **Machine/Deep Learning Services** - Computer Vision - Natural Language Processing - Natural Language Generation - Artificial Neural Networks **Machine/Deep Learning Services** - Natural Language Understanding - Deep Learning **Management** - Cataloging - Monitoring - Governing **Deployment** - Application - Scalability **Generative AI** - AI Text Generation - AI Text Summarization **Additional Functionality** - Customizable Reports - Collaboration Tools - Data Extraction - Semantic Search - Data Storage Management - Ad hoc Reporting - Reporting/Analytics - Predictive Analytics - Activity Dashboard - Access Controls/Permissions - Visual Analytics - Data Mapping - Data Synchronization - Statistical Analysis - Categorization/Grouping - Trend Analysis - Data Profiling - Linked Data Management - Data Visualization - API - Multiple Data Sources - Sentiment Analysis - Search/Filter - Data Import/Export - Data Capture and Transfer - AI Copilot - Monitoring - Data Connectors - Ad hoc Analysis - Text Mining - Reporting & Statistics - Predictive Modeling - Real-Time Analytics - Configurable Workflow - Tagging - Endpoint Management - No-Code - Data Preparation - Auditing - Big Data Analytics - ML Algorithm Library - Data Management - Activity Tracking - Data Security - Workflow Management **Generative AI** - AI Text Generation - AI Text Summarization - AI Text-to-Image - Generative AI **Agentic AI - Data Science and Machine Learning Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making - Third-Party Integrations ## Top Seldon Alternatives - [Databricks](https://www.g2.com/products/databricks/reviews) - 4.6/5.0 (1,335 reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) - 4.3/5.0 (727 reviews) - [MATLAB](https://www.g2.com/products/matlab/reviews) - 4.5/5.0 (751 reviews)