# Top Free Machine Learning Software Check out our list of free Machine Learning Software. Products featured on this list are the ones that offer a free trial version. As with most free versions, there are limitations, typically time or features. If you'd like to see more products and to evaluate additional feature options, compare all [Machine Learning Software](https://www.g2.com/categories/machine-learning) to ensure you get the right product. ## View Free Machine Learning Software G2 takes pride in showing unbiased reviews on user satisfaction in our ratings and reports. We do not allow paid placements in any of our ratings, rankings, or reports. Learn about our [scoring methodologies](https://research.g2.com/g2-scoring-methodologies). **38** Machine Learning Products Available View all [Machine Learning Software](https://www.g2.com/categories/machine-learning) View all [Machine Learning Software](https://www.g2.com/categories/machine-learning) ### [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) [ (5,592)4.5 out of 5 ](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews#reviews "Read Automation Anywhere Agentic Process Automation Reviews") Product Description Automation Anywhere is the global leader in Agentic Process Automation (APA), transforming how organizations put AI to work. Our platform combines specialized AI agents, generative AI, and end-to-end **Users:** RPA Developer, Software Engineer · **Industries:** Information Technology and Services, Computer Software · **Market Segment:** 59% Enterprise, 23% Mid-Market User SentimentHow are these determined? Reviewers like the product's ability to handle complex, real-world workflows, its user-friendly interface, smooth deployment, and its integration with various tools, which significantly reduces repetitive manual tasks and improves efficiency. Reviewers noted that the product can be complex and hard to manage, especially when setting up advanced workflows or integrations, and it has a learning curve and occasional bugs which can make debugging frustrating. Year Founded 2003 HQ Location San Jose, CA Company Website https://www.AutomationAnywhere.com Twitter @AutomationAnywh LinkedIn® Page https://www.linkedin.com/company/208639/ ### [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) [ (801)4.3 out of 5 ](https://www.g2.com/products/sas-sas-viya/reviews#reviews "Read SAS Viya Reviews") Product Description SAS Viya is a cloud-native data and AI platform that enables teams to build, deploy and scale explainable AI that drives trusted, confident decisions. It unites the entire data and AI life cycle and e **Users:** Student, Statistical Programmer · **Industries:** Pharmaceuticals, Banking · **Market Segment:** 33% Enterprise, 33% Small-Business User SentimentHow are these determined? Reviewers like the precision of data extraction, the intuitive tool that allows team members to create their own dashboards, and the ability to turn metrics into charts and share links with other team members. Users mentioned that the platform can be complex for new users, with a steep learning curve, and there's limited access to free resources and open documentation, making self-learning more difficult. Year Founded 1976 HQ Location Cary, NC Company Website https://www.sas.com/ Twitter @SASsoftware LinkedIn® Page https://www.linkedin.com/company/1491/ Phone 1-800-727-0025 [![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) ### [Dataiku](https://www.g2.com/products/dataiku/reviews) [By Dataiku](https://www.g2.com/sellers/dataiku) [ (221)4.4 out of 5 ](https://www.g2.com/products/dataiku/reviews#reviews "Read Dataiku Reviews") Product Description Dataiku is the Platform for AI Success: the AI orchestration layer where enterprises build, deploy, and govern analytics, models, and agents at scale. It sits on top of the data platforms, clouds, and **Users:** Data Scientist, Data Analyst · **Industries:** Financial Services, Pharmaceuticals · **Market Segment:** 60% Enterprise, 23% Mid-Market User SentimentHow are these determined? Users frequently mention the ease of use, strong analytics and AI capabilities, the ability to collaborate within the platform, and the balance between visual workflows and the flexibility to code. Reviewers mentioned that Dataiku can feel bulky and resource-heavy at times, making workflows harder to manage and slower to navigate, and it can be less intuitive in more advanced parts. Year Founded 2013 HQ Location New York, NY Company Website https://Dataiku.com Twitter @dataiku LinkedIn® Page https://www.linkedin.com/company/dataiku/ ### [IBM watsonx.ai](https://www.g2.com/products/ibm-watsonx-ai/reviews) [By IBM](https://www.g2.com/sellers/ibm) [ (143)4.4 out of 5 ](https://www.g2.com/products/ibm-watsonx-ai/reviews#reviews "Read IBM watsonx.ai Reviews") Product Description Watsonx.ai is part of the IBM watsonx platform that brings together new generative AI capabilities, powered by foundation models and traditional machine learning into a powerful studio spanning the AI **Users:** Consultant · **Industries:** Information Technology and Services, Computer Software · **Market Segment:** 41% Small-Business, 31% Enterprise ![Karan S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Karan S.") KS I like IBM watsonx.ai for its scalability, toolset, and user interface. I also appreciate the capacity and functioning of the capability models.[Read review](https://www.g2.com/products/ibm-watsonx-ai/reviews/ibm-watsonx-ai-review-12546537) ![Surya I.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Surya I.") SI I love using IBM watsonx.ai for its flexibility in choosing the right model for the job - whether it's high-reasoning models for reverse...[Read review](https://www.g2.com/products/ibm-watsonx-ai/reviews/ibm-watsonx-ai-review-12546548) Year Founded 1911 HQ Location Armonk, New York, United States Company Website https://www.ibm.com Twitter @IBMSecurity LinkedIn® Page https://www.linkedin.com/company/1009/ Ownership SWX:IBM Phone 1-866-277-7488 ### [Alteryx](https://www.g2.com/products/alteryx/reviews) [By Alteryx](https://www.g2.com/sellers/alteryx) [ (868)4.6 out of 5 ](https://www.g2.com/products/alteryx/reviews#reviews "Read Alteryx Reviews") Product Description Alteryx, through it's Alteryx One platform, helps enterprises transform complex, disconnected data into a clean, AI-ready state. Whether you’re creating financial forecasts, analyzing supplier perf **Users:** Data Analyst, Analyst · **Industries:** Financial Services, Accounting · **Market Segment:** 63% Enterprise, 21% Mid-Market User SentimentHow are these determined? Users frequently mention the simplicity and efficiency of Alteryx, highlighting its user-friendly interface, ability to handle large datasets, and time-saving automation features that transform complex data work into manageable tasks. Users mentioned several areas for improvement in Alteryx, including its high pricing, resource-intensive nature when processing large datasets, steep learning curve for new users, and occasional software crashes. Year Founded 1997 HQ Location Irvine, CA Company Website https://www.alteryx.com Twitter @alteryx LinkedIn® Page https://www.linkedin.com/company/903031/ Ownership Private Phone 714-516-2400 ### [SAS Model Manager](https://www.g2.com/products/sas-model-manager/reviews) [By SAS Institute Inc.](https://www.g2.com/sellers/sas-institute-inc-df6dde22-a5e5-4913-8b21-4fa0c6c5c7c2) [ (70)4.6 out of 5 ](https://www.g2.com/products/sas-model-manager/reviews#reviews "Read SAS Model Manager Reviews") Product Description SAS® Model Manager is a web-based application that enables organizations to register, modify, track, score, publish, and report on analytical models. Organizations can store models within folders or p **Users:** Inside Sales Manager · **Industries:** Computer Software · **Market Segment:** 59% Enterprise, 27% Small-Business ![Meghana S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Meghana S.") MS Its a great analytic tool which has huge range of option. If any plugin required it can be easily adaptable with updates[Read review](https://www.g2.com/products/sas-model-manager/reviews/sas-model-manager-review-7489089) ![Sayed Azmat A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sayed Azmat A.") SA The data management has been one of the most convenient service in SAS Model Manager. Also the support team is great.[Read review](https://www.g2.com/products/sas-model-manager/reviews/sas-model-manager-review-7515666) Year Founded 1976 HQ Location Cary, NC Company Website https://www.sas.com/ Twitter @SASsoftware LinkedIn® Page https://www.linkedin.com/company/1491/ Phone 1-800-727-0025 ### [Clarifai](https://www.g2.com/products/clarifai/reviews) [By Clarifai](https://www.g2.com/sellers/clarifai) [ (66)4.3 out of 5 ](https://www.g2.com/products/clarifai/reviews#reviews "Read Clarifai Reviews") Product Description Clarifai is a leader in AI orchestration and development, helping organizations, teams, and developers build, deploy, orchestrate, and operationalize AI at scale. Clarifai’s cutting-edge AI workflow o **Industries:** Computer Software, Information Technology and Services · **Market Segment:** 61% Small-Business, 27% Mid-Market ![Ravindranath T.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Ravindranath T.") RT Clarifai's advanced AI models for picture identification, scene description, and text extraction are extremely accurate and efficient. Its...[Read review](https://www.g2.com/products/clarifai/reviews/clarifai-review-10676724) ![Verified User in Higher Education](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Higher Education") UH The best thing I liked is how fast and easy it is to use. I didn’t need to write too much code and still I could train and deploy a model for my...[Read review](https://www.g2.com/products/clarifai/reviews/clarifai-review-11382036) Year Founded 2013 HQ Location Wilmington, Delaware Company Website https://www.clarifai.com/ Twitter @clarifai LinkedIn® Page https://www.linkedin.com/company/10064814/ ### [Minitab Statistical Software](https://www.g2.com/products/minitab-statistical-software/reviews) [By Minitab](https://www.g2.com/sellers/minitab-14ca02fe-fdeb-44c4-b0db-904058d0221b) [ (225)4.6 out of 5 ](https://www.g2.com/products/minitab-statistical-software/reviews#reviews "Read Minitab Statistical Software Reviews") Product Description Minitab Statistical Software is a comprehensive data analysis and statistical solution designed to assist users in exploring data, identifying trends, and making informed, data-driven decisions. This **Users:** Quality Manager · **Industries:** Automotive, Manufacturing · **Market Segment:** 47% Enterprise, 32% Mid-Market ![Verified User in Manufacturing](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Manufacturing") UM Minitab is an excellent statistical software that simplifies complex data analysis. It’s intuitive interface makes it easy for beginners, while...[Read review](https://www.g2.com/products/minitab-statistical-software/reviews/minitab-statistical-software-review-11603458) ![Verified User in Telecommunications](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Telecommunications") UT Easy guided input and output. Nice graphics[Read review](https://www.g2.com/products/minitab-statistical-software/reviews/minitab-statistical-software-review-11916946) Year Founded 1972 HQ Location State College, Pennsylvania, United States Company Website https://www.minitab.com Twitter @Minitab LinkedIn® Page https://www.linkedin.com/company/39142/ ### [B2Metric](https://www.g2.com/products/b2metric/reviews) [By B2Metric](https://www.g2.com/sellers/b2metric) [ (44)4.8 out of 5 ](https://www.g2.com/products/b2metric/reviews#reviews "Read B2Metric Reviews") Product Description B2Metric is an AI/ML-powered data analytics platform that enables marketing, data analytics, and CRM teams to better understand customer trends and behaviors. B2Metric uses machine learning to aut **Industries:** Computer Software, Financial Services · **Market Segment:** 52% Small-Business, 30% Mid-Market ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services") UI The robustness of B2Metric IQ Analytics is truly impressive. It can handle large datasets and deliver insights quickly, allowing us to make...[Read review](https://www.g2.com/products/b2metric/reviews/b2metric-review-8709276) C By B2Metric, optimizing our sales and marketing operations become more efficient and more affordable. Thanks to B2Metric Marketing Campaign Cost...[Read review](https://www.g2.com/products/b2metric/reviews/b2metric-review-10190579) Year Founded 2018 HQ Location Menlo Park, California Company Website https://www.b2metric.com Twitter @B2Metric LinkedIn® Page https://www.linkedin.com/company/b2metric ### [Crossing Minds](https://www.g2.com/products/crossing-minds/reviews) [By Crossing Minds](https://www.g2.com/sellers/crossing-minds) [ (25)5.0 out of 5 ](https://www.g2.com/products/crossing-minds/reviews#reviews "Read Crossing Minds Reviews") Product Description Crossing Minds is the smartest platform powering perceptive recommendations that drive online discovery and engagement. Founded and led by world-renowned AI pioneers and powered by the latest advances **Market Segment:** 48% Mid-Market, 40% Small-Business ![Charithmali d.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Charithmali d.") CD With the Crossing Minds API, we could deploy the recommended API to all data entry points , by Gathering those data and anylising in API wouldbe...[Read review](https://www.g2.com/products/crossing-minds/reviews/crossing-minds-review-4918751) ![Verified User in Consumer Goods](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Consumer Goods") UC The integration for our Shopify store was effortless, especially with the support of the Crossing Minds team, a few hours before seeing the first...[Read review](https://www.g2.com/products/crossing-minds/reviews/crossing-minds-review-7493181) Year Founded 2017 HQ Location San Francisco, US Company Website https://crossingminds.com Twitter @crossing\_minds LinkedIn® Page https://www.linkedin.com/company/11001550 ### [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) [By Spotfire](https://www.g2.com/sellers/spotfire-2d87c926-94f3-47ce-8a5d-44d930d7c744) [ (362)4.2 out of 5 ](https://www.g2.com/products/spotfire-analytics/reviews#reviews "Read Spotfire Analytics Reviews") Product Description Spotfire® is a visual data science platform designed to help organizations address complex, industry-specific challenges by effectively utilizing data. This solution offers a range of flexible packagi **Users:** Student, Manager · **Industries:** Oil & Energy, Information Technology and Services · **Market Segment:** 52% Enterprise, 26% Mid-Market RK The mods are one of the latest and best feature I came across in the recent times. It is quite helpful for anyone to create visualizations on the...[Read review](https://www.g2.com/products/spotfire-analytics/reviews/spotfire-analytics-review-9559993) ![Verified User in Telecommunications](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Telecommunications") UT Spotfire has very powerful visualization capabilities which allowed our team to represent complex data sets in easy-to-understand visual formats....[Read review](https://www.g2.com/products/spotfire-analytics/reviews/spotfire-analytics-review-9584788) HQ Location N/A Company Website https://www.spotfire.com/ LinkedIn® Page https://www.linkedin.com/company/spotfire/ ### [Phrase](https://www.g2.com/products/phrase-phrase/reviews) [By Phrase](https://www.g2.com/sellers/phrase) [ (1,292)4.5 out of 5 ](https://www.g2.com/products/phrase-phrase/reviews#reviews "Read Phrase Reviews") Product Description Phrase is a leader in Language Intelligence. Its enterprise platform automates, manages, and delivers multilingual content, helping organizations build deeper customer connections and accelerate busin **Users:** Translator, Freelance Translator · **Industries:** Translation and Localization, Computer Software · **Market Segment:** 60% Small-Business, 26% Mid-Market ![Carl R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Carl R.") CR I find Phrase TMS the most user friendly program I ever worked with. I have worked as a translator for over 25 years and there is no program coming...[Read review](https://www.g2.com/products/phrase-phrase/reviews/phrase-review-7777503) ![Paola S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Paola S.") PS I appreciate how Phrase Localization Platform significantly enhances my efficiency in handling translation tasks, especially when dealing with very...[Read review](https://www.g2.com/products/phrase-phrase/reviews/phrase-review-11921416) Year Founded 2010 HQ Location Prague 1, CZ Company Website https://phrase.com/ LinkedIn® Page https://www.linkedin.com/company/phraseplatform/ ### [Wiro](https://www.g2.com/products/wiro/reviews) [By Wiro.ai](https://www.g2.com/sellers/wiro-ai) [ (29)4.9 out of 5 ](https://www.g2.com/products/wiro/reviews#reviews "Read Wiro Reviews") Product Description Wiro is a unified AI API and generative AI infrastructure platform designed to help organizations build, deploy, and scale AI-powered applications through a single integration. The platform enables de **Industries:** Marketing and Advertising · **Market Segment:** 97% Small-Business, 3% Mid-Market ![Tamer Y.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Tamer Y.") TY Easy access to models,Simple and user-friendly interface[Read review](https://www.g2.com/products/wiro/reviews/wiro-review-12435228) ![Melih Y.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Melih Y.") MY As an indie mobile game developer, I've been using Wiro for my creative ads over the past two months. It's very easy to use and affordable,...[Read review](https://www.g2.com/products/wiro/reviews/wiro-review-12544846) Year Founded 2023 HQ Location San Francisco, CA Company Website https://www.wiro.ai Twitter @wiroai LinkedIn® Page https://www.linkedin.com/company/wiroai ### [Black Crow AI](https://www.g2.com/products/black-crow-ai/reviews) [By Black Crow AI](https://www.g2.com/sellers/black-crow-ai) [ (12)4.8 out of 5 ](https://www.g2.com/products/black-crow-ai/reviews#reviews "Read Black Crow AI Reviews") Product Description Black Crow AI is a Shopify app that predicts shopping behavior patterns to efficiently acquire and reach more customers across digital marketing channels. We empower e-commerce brand growth by unlocki **Market Segment:** 58% Small-Business, 33% Mid-Market ![Michaela M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Michaela M.") MM From our graciously extended trial period to our official partnership kick-off, we've been delighted with all Black Crow has to offer. We've seen...[Read review](https://www.g2.com/products/black-crow-ai/reviews/black-crow-ai-review-7935736) ![AC C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "AC C.") AC Black Crow allows us to have better insight into our Meta audiences and allows us to scale faster. You can actually see the results in the data...[Read review](https://www.g2.com/products/black-crow-ai/reviews/black-crow-ai-review-7939305) HQ Location New York, NY Company Website https://www.blackcrow.ai/ Twitter @BlackCrowAI LinkedIn® Page https://www.linkedin.com/company/blackcrowai/ ### [DigitalOcean](https://www.g2.com/products/digitalocean/reviews) [By DigitalOcean](https://www.g2.com/sellers/digitalocean) [ (749)4.6 out of 5 ](https://www.g2.com/products/digitalocean/reviews#reviews "Read DigitalOcean Reviews") Product Description DigitalOcean is a cloud computing platform designed to assist businesses and developers in creating, deploying, and scaling applications efficiently. This infrastructure-as-a-service (IaaS) solution c **Users:** Software Engineer, CTO · **Industries:** Computer Software, Information Technology and Services · **Market Segment:** 83% Small-Business, 12% Mid-Market ![Mouctar D.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Mouctar D.") MD I really appreciate DigitalOcean's App Platform and Spaces. These features prove valuable for deploying client projects within my development...[Read review](https://www.g2.com/products/digitalocean/reviews/digitalocean-review-11985047) ![Sanket P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sanket P.") SP What I like best about DigitalOcean is its very simple and smooth UI. Whatever I need, I can find immediately without searching too much or...[Read review](https://www.g2.com/products/digitalocean/reviews/digitalocean-review-12167828) Year Founded 2012 HQ Location New York Company Website https://www.digitalocean.com Twitter @digitalocean LinkedIn® Page https://www.linkedin.com/company/2601253/ Ownership NYSE: DOCN [![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. 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