# The Top 20 Easiest To Use Data Science and Machine Learning Platforms See the top Data Science and Machine Learning Platforms 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. 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"mail")](mailto:?subject=Easiest+To+Use+Data+Science+and+Machine+Learning+Platforms+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fdata-science-and-machine-learning-platforms%3Ftab%3Deasiest_to_use%0aSee+the+top+Data+Science+and+Machine+Learning+Platforms+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 Data Science and Machine Learning Platforms [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg 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"facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fdata-science-and-machine-learning-platforms%3Ftab%3Deasiest_to_use) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=Easiest+To+Use+Data+Science+and+Machine+Learning+Platforms+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fdata-science-and-machine-learning-platforms%3Ftab%3Deasiest_to_use%0aSee+the+top+Data+Science+and+Machine+Learning+Platforms+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+Data+Science+and+Machine+Learning+Platforms+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fdata-science-and-machine-learning-platforms%3Ftab%3Deasiest_to_use%0aSee+the+top+Data+Science+and+Machine+Learning+Platforms+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 Databricks](#) #1 [![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks")](/products/databricks/reviews) [Databricks](/products/databricks/reviews) 8.8 [Expand/Collapse Databricks](#) Overall Usability Score 8.8 Usability Score Breakdown Ease of Admin Average: 8.5 8.8 Ease of Use Average: 8.6 8.8 Meets Requirements Average: 8.8 9.1 Customer Segment Breakdown Small Business 14% Mid Market 38% Enterprise 49% [Expand/Collapse Deepnote](#) #2 [![Deepnote](https://images.g2crowd.com/uploads/product/hd_favicon/a25aacdfb0b9d91e54a2e5ec69f12ad7/deepnote.svg "Deepnote")](/products/deepnote/reviews) [Deepnote](/products/deepnote/reviews) 8.7 [Expand/Collapse Deepnote](#) Overall Usability Score 8.7 Usability Score Breakdown Ease of Admin Average: 8.5 8.7 Ease of Use Average: 8.6 8.7 Meets Requirements Average: 8.8 8.7 Customer Segment Breakdown Small Business 68% Mid Market 25% Enterprise 7% [Expand/Collapse Hex](#) #3 [![Hex](https://images.g2crowd.com/uploads/product/hd_favicon/361690da3c439fa5951e1e2bcd0c146d/hex-tech-hex.svg "Hex")](/products/hex-tech-hex/reviews) [Hex](/products/hex-tech-hex/reviews) 8.6 [Expand/Collapse Hex](#) Overall Usability Score 8.6 Usability Score Breakdown Ease of Admin Average: 8.5 9.4 Ease of Use Average: 8.6 8.8 Meets Requirements Average: 8.8 8.5 Customer Segment Breakdown Small Business 25% Mid Market 60% Enterprise 15% [Expand/Collapse Alteryx](#) #4 [![Alteryx](https://images.g2crowd.com/uploads/product/hd_favicon/5200f776b24b5976b8f7d151d1d2e8fd/alteryx.svg "Alteryx")](/products/alteryx/reviews) [Alteryx](/products/alteryx/reviews) 8.5 [Expand/Collapse Alteryx](#) Overall Usability Score 8.5 Usability Score Breakdown Ease of Admin Average: 8.5 8.5 Ease of Use Average: 8.6 8.8 Meets Requirements Average: 8.8 8.8 Customer Segment Breakdown Small Business 16% Mid Market 21% Enterprise 64% [Expand/Collapse TensorFlow](#) #5 [![TensorFlow](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_d9a7abebb513247473f9558b56431a72/tensorflow.jpg "TensorFlow")](/products/tensorflow/reviews) [TensorFlow](/products/tensorflow/reviews) 8.5 [Expand/Collapse TensorFlow](#) Overall Usability Score 8.5 Usability Score Breakdown Ease of Admin Average: 8.5 9.1 Ease of Use Average: 8.6 8.3 Meets Requirements Average: 8.8 9.0 Customer Segment Breakdown Small Business 51% Mid Market 25% Enterprise 24% [Expand/Collapse Dataiku](#) #6 [![Dataiku](https://images.g2crowd.com/uploads/product/hd_favicon/3fe6cc82516a2babaa3dfd8f9dfcc4b3/dataiku.svg "Dataiku")](/products/dataiku/reviews) [Dataiku](/products/dataiku/reviews) 8.5 [Expand/Collapse Dataiku](#) Overall Usability Score 8.5 Usability Score Breakdown Ease of Admin Average: 8.5 8.2 Ease of Use Average: 8.6 8.8 Meets Requirements Average: 8.8 8.7 Customer Segment Breakdown Small Business 18% Mid Market 23% Enterprise 60% [Expand/Collapse BigML](#) #7 [![BigML](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_9b8edf3ecccd2af2fa65bec1b033698c/bigml.png "BigML")](/products/bigml/reviews) [BigML](/products/bigml/reviews) 8.3 [Expand/Collapse BigML](#) Overall Usability Score 8.3 Usability Score Breakdown Ease of Admin Average: 8.5 9.3 Ease of Use Average: 8.6 9.0 Meets Requirements Average: 8.8 9.2 Customer Segment Breakdown Small Business 88% Mid Market 8% Enterprise 4% [Expand/Collapse SAS Viya](#) #8 [![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) 8.3 [Expand/Collapse SAS Viya](#) Overall Usability Score 8.3 Usability Score Breakdown Ease of Admin Average: 8.5 7.1 Ease of Use Average: 8.6 8.2 Meets Requirements Average: 8.8 8.7 Customer Segment Breakdown Small Business 34% Mid Market 31% Enterprise 35% [Expand/Collapse Gemini Enterprise Agent Platform](#) #9 [![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) 8.1 [Expand/Collapse Gemini Enterprise Agent Platform](#) Overall Usability Score 8.1 Usability Score Breakdown Ease of Admin Average: 8.5 7.7 Ease of Use Average: 8.6 8.1 Meets Requirements Average: 8.8 8.7 Customer Segment Breakdown Small Business 43% Mid Market 26% Enterprise 32% [Expand/Collapse Saturn Cloud](#) #10 [![Saturn Cloud](https://images.g2crowd.com/uploads/product/hd_favicon/520adbd08b72718675adf9b96e4ac3f0/saturn-cloud-saturn-cloud.svg "Saturn Cloud")](/products/saturn-cloud-saturn-cloud/reviews) [Saturn Cloud](/products/saturn-cloud-saturn-cloud/reviews) 8.1 [Expand/Collapse Saturn Cloud](#) Overall Usability Score 8.1 Usability Score Breakdown Ease of Admin Average: 8.5 9.0 Ease of Use Average: 8.6 9.0 Meets Requirements Average: 8.8 8.9 Customer Segment Breakdown Small Business 82% Mid Market 12% Enterprise 6% [Expand/Collapse Anaconda Core](#) #11 [![Anaconda Core](https://images.g2crowd.com/uploads/product/hd_favicon/24271a731a6e1ac5d605e2c4fd9ea6f3/anaconda-core.svg "Anaconda Core")](/products/anaconda-core/reviews) [Anaconda Core](/products/anaconda-core/reviews) 8.1 [Expand/Collapse Anaconda Core](#) Overall Usability Score 8.1 Usability Score Breakdown Ease of Admin Average: 8.5 8.4 Ease of Use Average: 8.6 8.4 Meets Requirements Average: 8.8 8.7 Customer Segment Breakdown Small Business 45% Mid Market 24% Enterprise 31% [Expand/Collapse IBM watsonx.data](#) #12 [![IBM watsonx.data](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_24bb2b0b5af8e7d875ea09d767bcb097/ibm-watsonx-data.jpg "IBM watsonx.data")](/products/ibm-watsonx-data/reviews) [IBM watsonx.data](/products/ibm-watsonx-data/reviews) 8.1 [Expand/Collapse IBM watsonx.data](#) Overall Usability Score 8.1 Usability Score Breakdown Ease of Admin Average: 8.5 9.1 Ease of Use Average: 8.6 8.0 Meets Requirements Average: 8.8 9.0 Customer Segment Breakdown Small Business 37% Mid Market 29% Enterprise 34% [Expand/Collapse RapidCanvas](#) #13 [![RapidCanvas](https://images.g2crowd.com/uploads/product/hd_favicon/56632999dc7e7bfb41348fbc0493748d/rapidcanvas.svg "RapidCanvas")](/products/rapidcanvas/reviews) [RapidCanvas](/products/rapidcanvas/reviews) 7.9 [Expand/Collapse RapidCanvas](#) Overall Usability Score 7.9 Usability Score Breakdown Ease of Admin Average: 8.5 8.5 Ease of Use Average: 8.6 8.8 Meets Requirements Average: 8.8 8.8 Customer Segment Breakdown Small Business 46% Mid Market 40% Enterprise 14% [Expand/Collapse Altair AI Studio](#) #14 [![Altair AI Studio](https://images.g2crowd.com/uploads/product/hd_favicon/501888c80a82c58e3c4f752bbd3902f5/rapidminer-studio.svg "Altair AI Studio")](/products/rapidminer-studio/reviews) [Altair AI Studio](/products/rapidminer-studio/reviews) 7.8 [Expand/Collapse Altair AI Studio](#) Overall Usability Score 7.8 Usability Score Breakdown Ease of Admin Average: 8.5 8.2 Ease of Use Average: 8.6 8.8 Meets Requirements Average: 8.8 9.2 Customer Segment Breakdown Small Business 42% Mid Market 29% Enterprise 29% [Expand/Collapse IBM watsonx.ai](#) #15 [![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) 7.8 [Expand/Collapse IBM watsonx.ai](#) Overall Usability Score 7.8 Usability Score Breakdown Ease of Admin Average: 8.5 8.3 Ease of Use Average: 8.6 8.6 Meets Requirements Average: 8.8 8.5 Customer Segment Breakdown Small Business 40% Mid Market 29% Enterprise 31% [Expand/Collapse Domo](#) #16 [![Domo](https://images.g2crowd.com/uploads/product/hd_favicon/1509719093/domo.svg "Domo")](/products/domo/reviews) [Domo](/products/domo/reviews) 7.6 [Expand/Collapse Domo](#) Overall Usability Score 7.6 Usability Score Breakdown Ease of Admin Average: 8.5 7.5 Ease of Use Average: 8.6 8.3 Meets Requirements Average: 8.8 8.2 Customer Segment Breakdown Small Business 14% Mid Market 54% Enterprise 32% [Expand/Collapse IBM Decision Optimization](#) #17 [![IBM Decision Optimization](https://images.g2crowd.com/uploads/product/hd_favicon/836e26af0223dcd39231ba7847881ba2/ibm-decision-optimization.svg "IBM Decision Optimization")](/products/ibm-decision-optimization/reviews) [IBM Decision Optimization](/products/ibm-decision-optimization/reviews) 7.5 [Expand/Collapse IBM Decision Optimization](#) Overall Usability Score 7.5 Usability Score Breakdown Ease of Admin Average: 8.5 8.7 Ease of Use Average: 8.6 8.7 Meets Requirements Average: 8.8 8.4 Customer Segment Breakdown Small Business 22% Mid Market 20% Enterprise 59% [Expand/Collapse Azure Machine Learning](#) #18 [![Azure Machine Learning](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_f176b4154a751d10150daa67a57b7dc5/azure-machine-learning-studio.jpg "Azure Machine Learning")](/products/microsoft-azure-machine-learning/reviews) [Azure Machine Learning](/products/microsoft-azure-machine-learning/reviews) 7.4 [Expand/Collapse Azure Machine Learning](#) Overall Usability Score 7.4 Usability Score Breakdown Ease of Admin Average: 8.5 8.4 Ease of Use Average: 8.6 8.1 Meets Requirements Average: 8.8 8.8 Customer Segment Breakdown Small Business 33% Mid Market 27% Enterprise 40% [Expand/Collapse Amazon SageMaker](#) #19 [![Amazon SageMaker](https://images.g2crowd.com/uploads/product/hd_favicon/1528476472/amazon-sagemaker.svg "Amazon SageMaker")](/products/amazon-sagemaker/reviews) [Amazon SageMaker](/products/amazon-sagemaker/reviews) 7.4 [Expand/Collapse Amazon SageMaker](#) Overall Usability Score 7.4 Usability Score Breakdown Ease of Admin Average: 8.5 8.4 Ease of Use Average: 8.6 8.1 Meets Requirements Average: 8.8 8.6 Customer Segment Breakdown Small Business 31% Mid Market 35% Enterprise 33% [Expand/Collapse Qlik Predict](#) #20 [![Qlik Predict](https://images.g2crowd.com/uploads/product/hd_favicon/98e80bea04e66b93e3f2ce721286e85c/qlik-predict.svg "Qlik Predict")](/products/qlik-predict/reviews) [Qlik Predict](/products/qlik-predict/reviews) 7.2 [Expand/Collapse Qlik Predict](#) Overall Usability Score 7.2 Usability Score Breakdown Ease of Admin Average: 8.5 8.5 Ease of Use Average: 8.6 8.8 Meets Requirements Average: 8.8 8.7 Customer Segment Breakdown Small Business 31% Mid Market 30% Enterprise 39%