# cnvrg.io Software Pricing, Alternatives & More 2026 | Capterra > With the help of Capterra, learn about cnvrg.io Software - reviews, pricing plans, popular comparisons to other Machine Learning products and more. Source: https://www.capterra.com/p/200636/cnvrg-io --- # cnvrg.io Software Review 2026: Features, Reviews, Integrations, Pros & Cons Last updated on March 13, 2026 Provider data verified by our Software Research team, and reviews moderated by our Reviews Verification team. Independent research methodology Capterra’s researchers use a mix of verified reviews, independent research and objective methodologies to bring you selection and ranking information you can trust. While we may earn a referral fee when you visit a provider through our links or speak to an advisor, this has no influence on our research or methodology. [Learn more](https://www.capterra.com/resources/proprietary-data-research/) How Capterra verifies reviews Capterra carefully verified over 2.5 million+ reviews to bring you authentic software experiences from real users. Our human moderators verify that reviewers are real people and that reviews are authentic. They use leading tech to analyze text quality and to detect plagiarism and generative AI. [Learn more](https://www.capterra.com/resources/how-we-verify-reviews/) How Capterra ensures transparency Capterra lists all providers across its website—not just those that pay us—so that users can make informed purchase decisions. Capterra is free for users. Software providers pay us for sponsored profiles to receive web traffic and sales opportunities. Sponsored profiles include a link-out icon that takes users to the provider’s website. [Learn more](https://www.capterra.com/resources/how-we-ensure-transparency/) [Description](#description)[Use cases](#use-cases)[Alternatives](#alternatives)[Features](#features)[Pricing](#pricing)[Integrations](#integrations)[Support](#support)[Reviews](#reviews) cnvrg.io ## What is cnvrg.io? cnvrg.io is an AI OS, transforming the way enterprises manage, scale and accelerate AI and data science development from research to production. The code-first platform is built by data scientists, for data scientists and offers unrivaled flexibility to run on-premise or cloud. From advanced MLOps to continual learning, cnvrg.io brings top of the line technology to data science teams so they can spend less time on DevOps and focus on the real magic - algorithms. ## What is cnvrg.io used for? [Natural Language Processing (NLP)](https://www.capterra.com/natural-language-processing-software/)[Deep Learning](https://www.capterra.com/deep-learning-software/)[Machine Learning](https://www.capterra.com/machine-learning-software/) Top alternative Featured Overall rating Based on 1 user reviews Reviews sentiment Positive \- Neutral \- Negative \- Contact vendor for pricing Free trial available Capterra Shortlist charts the highest-rated and most popular products... Our "Best of" badge program showcases products with the highest ratings... Our "Best of" badge program showcases products with the highest ratings... Do you work for cnvrg.io?[Manage this product listing](https://digitalmarkets.gartner.com/get-listed/claim-bx?url=https://cnvrg.io&name=cnvrg.io) ## Compare with a popular alternative Capterra selects software alternatives based on relevant features, verified user reviews and user interactions. Placement may be influenced by client status. ### cnvrg.io 5.0 (1) VS. [4.7 (95)](https://www.capterra.com/p/172645/Teramind/reviews/) Starting Price Contact vendor Starting Price $14 Per User, Per Year Free Trial Free Version Pricing Options Free Trial Free Version Ease Of Use 5.0 (1) Ease Of Use 4.5 (95) Value For Money 0.0 (0) Value For Money 4.2 (83) Customer Service 5.0 (1) Customer Service 4.5 (83) ## cnvrg.io alternatives [Anaconda](https://www.capterra.com/p/191760/Anaconda/) [4.6 (86)](https://www.capterra.com/p/191760/Anaconda/reviews/) Starting price Contact vendor for pricing Pricing Options Free Trial Free Version User Rating 95% of reviewers rated it above 4 stars [Learn More](https://www.capterra.com/p/191760/Anaconda/) [Machine Learning on AWS](https://www.capterra.com/p/251419/Machine-Learning-on-AWS/) [4.7 (6)](https://www.capterra.com/p/251419/Machine-Learning-on-AWS/#reviews) Starting price Contact vendor for pricing Pricing Options Free Trial Free Version User Rating 100% of reviewers rated it above 4 stars [Learn More](https://www.capterra.com/p/251419/Machine-Learning-on-AWS/) [Labellerr](https://www.capterra.com/p/201456/Labellerr/) [4.6 (17)](https://www.capterra.com/p/201456/Labellerr/reviews/) Starting price $1000.00 Per User, Per Month Pricing Options Free Trial Free Version User Rating 94% of reviewers rated it above 4 stars [Learn More](https://www.capterra.com/p/201456/Labellerr/) [NVIDIA GPU Cloud (NGC)](https://www.capterra.com/p/171055/DIGITS/) [4.5 (25)](https://www.capterra.com/p/171055/DIGITS/reviews/) Starting price Contact vendor for pricing Pricing Options Free Trial Free Version User Rating 96% of reviewers rated it above 4 stars [Learn More](https://www.capterra.com/p/171055/DIGITS/) ## Features Features with the highest number of reviews are displayed first. Those that have no reviews appear next, sorted alphabetically. Activity Dashboard Dashboard to view the status of ongoing processes, identify current incidents and track past activities Activity Tracking Track and document all activities across devices, networks, and other systems API Application programming interface that allows for integration with other systems/databases Collaboration Tools Provides a channel for team members to share media files, communicate, and work together Configuration Management Identify component attributes like servers, hardware, software, and manage relationships across all services Data Extraction Automatically retrieve and pull information from documents, websites, images, data sets, and other sources cnvrg.io 23 features Dashboard to view the status of ongoing processes, identify current incidents and track past activities Track and document all activities across devices, networks, and other systems Application programming interface that allows for integration with other systems/databases Provides a channel for team members to share media files, communicate, and work together Identify component attributes like servers, hardware, software, and manage relationships across all services Automatically retrieve and pull information from documents, websites, images, data sets, and other sources Import and export data to and from software applications Graphical representation of data Artificial neural networks using multiple layers of processing are used to extract progressively higher level features from data. Assemble applications and processes by dragging over and arranging pre-built components Enable businesses to implement machine learning algorithms on business data such as sales and revenue Share, track, and store machine learning models and data. Process of testing an ML algorithm by feeding it training data to learn from Process and analyze human language in text or audio form A set of indicators that tracks the performance of networks, applications, systems, teams, etc. Analyzing historical and current data and generating a model to help predict future outcomes. Active monitoring of systems, applications, or networks Search and filter data across systems to locate required information by entering keywords or certain criteria Attach digital tags to documents and assets for identification, search, or monitoring purposes Set up connections to third-party platforms to improve business processes Track revisions and updates made to files and navigate between different versions Graphical representation of data or processes Create, design and manage workflows for repetitive tasks Features 5.0 (1) 5.0 Based on 1 reviews ## Pricing ### Starting price Contact vendor for pricing Free trial available ## Integrations [ Google Cloud](https://www.capterra.com/p/268690/Google-Cloud-Platform/)[ MySQL](https://www.capterra.com/p/11482/MySQL/)[ Microsoft Azure](https://www.capterra.com/p/16365/Azure/)[ Amazon S3](https://www.capterra.com/p/174285/Amazon-S3/)[ PostgreSQL](https://www.capterra.com/p/48791/PostgreSQL/)[ TensorFlow](https://www.capterra.com/p/170397/TensorFlow/)[ Snowflake](https://www.capterra.com/p/148267/Snowflake/)[ Keras](https://www.capterra.com/p/171047/Keras/) ## Support, customer service and training options Customer Service 5.0 (1) Support - Email/Help Desk - FAQs/Forum - Knowledge Base - Phone Support - 24/7 (Live rep) - Chat Training - In Person - Live Online - Webinars - Documentation - Videos Deployment - Web - Android - iPhone/iPad Typical users - Freelancers - Small businesses - Mid size businesses - Enterprises Customer Service 5.0 (1) 5.0 Based on 1 reviews ## User reviews Overall rating 5.0 Based on 1 reviews Filter by rating 5(1) 4(0) 3(0) 2(0) 1(0) Mentioned topic Sorted by most recent AG Avi G. Director of Data Architecture Computer Games ### "cnvrg.io @ Playtika" 5.0 Overall Rating 5.0 5.0 Ease of Use 5.0 5.0 Features 5.0 5.0 Customer Service 5.0 5.0 Likelihood to Recommend 10/10 July 28, 2020 Pros At Playtika we've spent the past two years using cnvrg.io to speed up our ML pipeline from research to production. cnvrg.io is not only an experiment platform which we've integrated with the rest of our AI ecosystem (feature store, model triggering etc.) we've built our whole deployment pipeline, model performance monitoring and gained the ability to run different types of models (RL, CNN, Supervised Learning etc.). cnvrg.io has turned into our AI OS. Lastly, cnvrg has always spent the time and became a true design partner and helped workaround our challenges. Cons When just starting out, cnvrg.io was missing quite a bit of features. However, as we worked with them through these two years, cnvrg.io was able to deliver all our required . Review source Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication. ## Top-rated software of 2026 ### Fill out the form and we'll send a list of the top-rated software based on real user reviews directly to your inbox. Independent research methodology Capterra's researchers use a mix of verified reviews, independent research and objective methodologies to bring you selection and ranking information you can trust. While we may earn a referral fee when you visit a provider through our links or speak to an advisor, this has no influence on our research or methodology. [Learn more](https://www.capterra.com/resources/proprietary-data-research/) How Capterra verifies reviews Capterra carefully verified over 2.5 million+ reviews to bring you authentic software experiences from real users. Our human moderators verify that reviewers are real people and that reviews are authentic. They use leading tech to analyze text quality and to detect plagiarism and generative AI. [Learn more](https://www.capterra.com/resources/how-we-verify-reviews/) How Capterra ensures transparency Capterra lists all providers across its website—not just those that pay us—so that users can make informed purchase decisions. Capterra is free for users. Software providers pay us for sponsored profiles to receive web traffic and sales opportunities. Sponsored profiles include a link-out icon that takes users to the provider's website. [Learn more](https://www.capterra.com/resources/how-we-ensure-transparency/)