# The Top 20 Easiest To Use Machine Learning Software See the top Machine Learning Software products based on usability ratings. A product’s usability score is calculated by a[proprietary algorithm](https://sell.g2.com/g2-scoring-methodologies)that factors in real user satisfaction ratings of how easy the product is to administer, as well as how well the product meets business requirements, among other ratings. Compare products according to their usability scores to streamline the buying process and quickly identify the best products based on real user experiences. [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=See+the+top+Machine+Learning+Software+products+based+on+usability+ratings.+Compare+products+according+to+their+usability+scores+to+streamline+the+buying+process+and+quickly+identify+the+best+products+based+on+real+user+experiences&title=Easiest+To+Use+Machine+Learning+Software+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fmachine-learning%3Ftab%3Deasiest_to_use) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=Easiest+To+Use+Machine+Learning+Software+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fmachine-learning%3Ftab%3Deasiest_to_use&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg 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"mail")](mailto:?subject=Easiest+To+Use+Machine+Learning+Software+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fmachine-learning%3Ftab%3Deasiest_to_use%0aSee+the+top+Machine+Learning+Software+products+based+on+usability+ratings.+Compare+products+according+to+their+usability+scores+to+streamline+the+buying+process+and+quickly+identify+the+best+products+based+on+real+user+experiences) ![copy_link](/assets/social-logos/copy_link-05d8dc5dc8576fc78425ad34d07241b060878835e555a30417ff41c18335e575.svg "copy\_link") The Top 20 Easiest To Use Machine Learning Software [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg 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[![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=Easiest+To+Use+Machine+Learning+Software+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fmachine-learning%3Ftab%3Deasiest_to_use%0aSee+the+top+Machine+Learning+Software+products+based+on+usability+ratings.+Compare+products+according+to+their+usability+scores+to+streamline+the+buying+process+and+quickly+identify+the+best+products+based+on+real+user+experiences) [![mail](/assets/social-logos/mail-d55c53b04bf49872e40cd2443b85a99caa23394e6cf154ae32a9d08377c15d86.svg "mail")](mailto:?subject=Easiest+To+Use+Machine+Learning+Software+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fmachine-learning%3Ftab%3Deasiest_to_use%0aSee+the+top+Machine+Learning+Software+products+based+on+usability+ratings.+Compare+products+according+to+their+usability+scores+to+streamline+the+buying+process+and+quickly+identify+the+best+products+based+on+real+user+experiences) ![copy_link](/assets/social-logos/copy_link-05d8dc5dc8576fc78425ad34d07241b060878835e555a30417ff41c18335e575.svg "copy\_link") [Collapse AllExpand All](#) Usability Score Compare [Expand/Collapse Azure OpenAI Service](#) #1 [![Azure OpenAI Service](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_c62254fa1a39b26a9b7e7c351647bf39/azure-openai-service.jpg "Azure OpenAI Service")](/products/azure-openai-service/reviews) [Azure OpenAI Service](/products/azure-openai-service/reviews) 8.6 [Expand/Collapse Azure OpenAI Service](#) Overall Usability Score 8.6 Usability Score Breakdown Ease of Admin Average: 8.4 9.1 Ease of Use Average: 8.8 9.1 Meets Requirements Average: 8.9 9.1 Customer Segment Breakdown Small Business 35% Mid Market 28% Enterprise 37% [Expand/Collapse SAS Viya](#) #2 [![SAS Viya](https://images.g2crowd.com/uploads/product/hd_favicon/bd7a361df879327ee92c1d048aada28e/sas-sas-viya.svg "SAS Viya")](/products/sas-sas-viya/reviews) [SAS Viya](/products/sas-sas-viya/reviews) 8.5 [Expand/Collapse SAS Viya](#) Overall Usability Score 8.5 Usability Score Breakdown Ease of Admin Average: 8.4 7.6 Ease of Use Average: 8.8 8.6 Meets Requirements Average: 8.9 8.9 Customer Segment Breakdown Small Business 34% Mid Market 31% Enterprise 35% [Expand/Collapse Crab](#) #3 [![Crab](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_65779847eb334acbe19ff75b4384a176/crab.png "Crab")](/products/crab/reviews) [Crab](/products/crab/reviews) 8.4 [Expand/Collapse Crab](#) Overall Usability Score 8.4 Usability Score Breakdown Ease of Admin Average: 8.4 9.2 Ease of Use Average: 8.8 8.7 Meets Requirements Average: 8.9 10.0 Customer Segment Breakdown Small Business 50% Mid Market 40% Enterprise 10% [Expand/Collapse scikit-learn](#) #4 [![scikit-learn](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_77c883b19775c25838d2055fc2e7387e/scikit-learn.png "scikit-learn")](/products/scikit-learn/reviews) [scikit-learn](/products/scikit-learn/reviews) 8.1 [Expand/Collapse scikit-learn](#) Overall Usability Score 8.1 Usability Score Breakdown Ease of Admin Average: 8.4 9.4 Ease of Use Average: 8.8 9.8 Meets Requirements Average: 8.9 9.0 Customer Segment Breakdown Small Business 28% Mid Market 32% Enterprise 40% [Expand/Collapse Gemini Enterprise Agent Platform](#) #5 [![Gemini Enterprise Agent Platform](https://images.g2crowd.com/uploads/product/hd_favicon/6efc32195e73db7d34376f30b0091141/gemini-enterprise-agent-platform.svg "Gemini Enterprise Agent Platform")](/products/gemini-enterprise-agent-platform/reviews) [Gemini Enterprise Agent Platform](/products/gemini-enterprise-agent-platform/reviews) 8.0 [Expand/Collapse Gemini Enterprise Agent Platform](#) Overall Usability Score 8.0 Usability Score Breakdown Ease of Admin Average: 8.4 7.3 Ease of Use Average: 8.8 8.1 Meets Requirements Average: 8.9 8.5 Customer Segment Breakdown Small Business 43% Mid Market 26% Enterprise 32% [Expand/Collapse IBM watsonx.ai](#) #6 [![IBM watsonx.ai](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_24bb2b0b5af8e7d875ea09d767bcb097/ibm-watsonx-ai.jpg "IBM watsonx.ai")](/products/ibm-watsonx-ai/reviews) [IBM watsonx.ai](/products/ibm-watsonx-ai/reviews) 7.9 [Expand/Collapse IBM watsonx.ai](#) Overall Usability Score 7.9 Usability Score Breakdown Ease of Admin Average: 8.4 8.4 Ease of Use Average: 8.8 9.0 Meets Requirements Average: 8.9 9.0 Customer Segment Breakdown Small Business 40% Mid Market 29% Enterprise 31% [Expand/Collapse Dataiku](#) #7 [![Dataiku](https://images.g2crowd.com/uploads/product/hd_favicon/3fe6cc82516a2babaa3dfd8f9dfcc4b3/dataiku.svg "Dataiku")](/products/dataiku/reviews) [Dataiku](/products/dataiku/reviews) 7.9 [Expand/Collapse Dataiku](#) Overall Usability Score 7.9 Usability Score Breakdown Ease of Admin Average: 8.4 7.7 Ease of Use Average: 8.8 8.7 Meets Requirements Average: 8.9 8.6 Customer Segment Breakdown Small Business 17% Mid Market 22% Enterprise 61% [Expand/Collapse GoLearn](#) #8 [![GoLearn](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_57dd97ecbc77b248c077fd49ed91e856/golearn.png "GoLearn")](/products/golearn/reviews) [GoLearn](/products/golearn/reviews) 7.9 [Expand/Collapse GoLearn](#) Overall Usability Score 7.9 Usability Score Breakdown Ease of Admin Average: 8.4 8.4 Ease of Use Average: 8.8 9.1 Meets Requirements Average: 8.9 8.5 Customer Segment Breakdown Small Business 43% Mid Market 38% Enterprise 19% [Expand/Collapse Google Cloud TPU](#) #9 [![Google Cloud TPU](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_5ce1baadf28da9a4ff7dfef94752a5f9/google-cloud-tpu.jpg "Google Cloud TPU")](/products/google-cloud-tpu/reviews) [Google Cloud TPU](/products/google-cloud-tpu/reviews) 7.9 [Expand/Collapse Google Cloud TPU](#) Overall Usability Score 7.9 Usability Score Breakdown Ease of Admin Average: 8.4 9.5 Ease of Use Average: 8.8 9.2 Meets Requirements Average: 8.9 8.8 Customer Segment Breakdown Small Business 42% Mid Market 36% Enterprise 21% [Expand/Collapse Aspect Workforce](#) #10 [![Aspect Workforce](https://images.g2crowd.com/uploads/product/hd_favicon/1bc473736584738b9b2594e69ea257a0/aspect-workforce.svg "Aspect Workforce")](/products/aspect-workforce/reviews) [Aspect Workforce](/products/aspect-workforce/reviews) 7.9 [Expand/Collapse Aspect Workforce](#) Overall Usability Score 7.9 Usability Score Breakdown Ease of Admin Average: 8.4 7.7 Ease of Use Average: 8.8 8.8 Meets Requirements Average: 8.9 8.2 Customer Segment Breakdown Small Business 8% Mid Market 29% Enterprise 62% [Expand/Collapse machine-learning in Python](#) #11 [![machine-learning in Python](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_57dd97ecbc77b248c077fd49ed91e856/machine-learning-in-python.png "machine-learning in Python")](/products/machine-learning-in-python/reviews) [machine-learning in Python](/products/machine-learning-in-python/reviews) 7.9 [Expand/Collapse machine-learning in Python](#) Overall Usability Score 7.9 Usability Score Breakdown Ease of Admin Average: 8.4 8.4 Ease of Use Average: 8.8 8.9 Meets Requirements Average: 8.9 9.0 Customer Segment Breakdown Small Business 39% Mid Market 27% Enterprise 35% [Expand/Collapse XGBoost](#) #12 [![XGBoost](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_57dd97ecbc77b248c077fd49ed91e856/xgboost.png "XGBoost")](/products/xgboost/reviews) [XGBoost](/products/xgboost/reviews) 7.8 [Expand/Collapse XGBoost](#) Overall Usability Score 7.8 Usability Score Breakdown Ease of Admin Average: 8.4 8.3 Ease of Use Average: 8.8 8.9 Meets Requirements Average: 8.9 9.2 Customer Segment Breakdown Small Business 46% Mid Market 23% Enterprise 31% [Expand/Collapse Amazon Personalize](#) #13 [![Amazon Personalize](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_dd674051aa4dc7d0dfc8b7737b799e0b/amazon-personalize.jpg "Amazon Personalize")](/products/amazon-personalize/reviews) [Amazon Personalize](/products/amazon-personalize/reviews) 7.6 [Expand/Collapse Amazon Personalize](#) Overall Usability Score 7.6 Usability Score Breakdown Ease of Admin Average: 8.4 8.7 Ease of Use Average: 8.8 8.7 Meets Requirements Average: 8.9 9.0 Customer Segment Breakdown Small Business 42% Mid Market 45% Enterprise 12% [Expand/Collapse Automation Anywhere Agentic Process Automation](#) #14 [![Automation Anywhere Agentic Process Automation](https://images.g2crowd.com/uploads/product/hd_favicon/053673f927a7e9eaba122ebe77b4349a/automation-anywhere-agentic-process-automation.svg "Automation Anywhere Agentic Process Automation")](/products/automation-anywhere-agentic-process-automation/reviews) [Automation Anywhere Agentic Process Automation](/products/automation-anywhere-agentic-process-automation/reviews) 7.6 [Expand/Collapse Automation Anywhere Agentic Process Automation](#) Overall Usability Score 7.6 Usability Score Breakdown Ease of Admin Average: 8.4 8.4 Ease of Use Average: 8.8 8.7 Meets Requirements Average: 8.9 9.0 Customer Segment Breakdown Small Business 20% Mid Market 22% Enterprise 58% [Expand/Collapse Torch](#) #15 [![Torch](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_36246a1309fb1c3768f37193f68ad2aa/torch.png "Torch")](/products/torch/reviews) [Torch](/products/torch/reviews) 7.5 [Expand/Collapse Torch](#) Overall Usability Score 7.5 Usability Score Breakdown Ease of Admin Average: 8.4 8.3 Ease of Use Average: 8.8 8.9 Meets Requirements Average: 8.9 8.9 Customer Segment Breakdown Small Business 40% Mid Market 20% Enterprise 40% [Expand/Collapse Kubeflow](#) #16 [![Kubeflow](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_9aa3d172bbc514afe6752974b1f55991/kubeflow.jpg "Kubeflow")](/products/kubeflow/reviews) [Kubeflow](/products/kubeflow/reviews) 7.4 [Expand/Collapse Kubeflow](#) Overall Usability Score 7.4 Usability Score Breakdown Ease of Admin Average: 8.4 6.7 Ease of Use Average: 8.8 9.0 Meets Requirements Average: 8.9 9.5 Customer Segment Breakdown Small Business 43% Mid Market 14% Enterprise 43% [Expand/Collapse Amazon Forecast](#) #17 [![Amazon Forecast](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_dd674051aa4dc7d0dfc8b7737b799e0b/amazon-forecast.jpg "Amazon Forecast")](/products/amazon-forecast/reviews) [Amazon Forecast](/products/amazon-forecast/reviews) 7.4 [Expand/Collapse Amazon Forecast](#) Overall Usability Score 7.4 Usability Score Breakdown Ease of Admin Average: 8.4 8.0 Ease of Use Average: 8.8 8.3 Meets Requirements Average: 8.9 8.5 Customer Segment Breakdown Small Business 48% Mid Market 37% Enterprise 15% [Expand/Collapse Personalizer](#) #18 [![Personalizer](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_1836b6ac5e42625f11e0d5cdead1872e/personalizer.jpg "Personalizer")](/products/personalizer/reviews) [Personalizer](/products/personalizer/reviews) 7.4 [Expand/Collapse Personalizer](#) Overall Usability Score 7.4 Usability Score Breakdown Ease of Admin Average: 8.4 7.7 Ease of Use Average: 8.8 8.7 Meets Requirements Average: 8.9 8.4 Customer Segment Breakdown Small Business 48% Mid Market 19% Enterprise 33% [Expand/Collapse Weka](#) #19 [![Weka](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_8c10cc72a4d651d34af6b29fb7c84c01/weka.png "Weka")](/products/weka/reviews) [Weka](/products/weka/reviews) 7.4 [Expand/Collapse Weka](#) Overall Usability Score 7.4 Usability Score Breakdown Ease of Admin Average: 8.4 9.0 Ease of Use Average: 8.8 8.2 Meets Requirements Average: 8.9 8.9 Customer Segment Breakdown Mid Market 23% Enterprise 77% [Expand/Collapse python-recsys](#) #20 [![python-recsys](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_57dd97ecbc77b248c077fd49ed91e856/python-recsys.png "python-recsys")](/products/python-recsys/reviews) [python-recsys](/products/python-recsys/reviews) 7.3 [Expand/Collapse python-recsys](#) Overall Usability Score 7.3 Usability Score Breakdown Ease of Admin Average: 8.4 9.2 Ease of Use Average: 8.8 8.3 Meets Requirements Average: 8.9 8.5 Customer Segment Breakdown Small Business 29% Mid Market 29% Enterprise 43%