--- title: The 5 Best Cloud Analytics Platforms of 2026 --- # The 5 Best Cloud Analytics Platforms of 2026 Last Reviewed: March 18, 2026 8 min read [No comments](https://www.selecthub.com/business-intelligence/selecting-best-cloud-analytics-platform/?noamp=mobile#respond) [ ![Ritinder Kaur](https://www.selecthub.com/wp-content/uploads/2021/06/cropped-Ritinder-Kaur-v2-1-96x96.png) ](https://www.selecthub.com/author/ritinder-kaur/) [Written by Ritinder Kaur](https://www.selecthub.com/author/ritinder-kaur/) Sr. Technical Content Writer [ ![Hunter Lowe](https://www.selecthub.com/wp-content/uploads/2023/11/cropped-Hunter-Headshot-96x96.jpg) ](https://www.selecthub.com/author/hunter-lowe/) [Edited by Hunter Lowe](https://www.selecthub.com/author/hunter-lowe/) Content Editor [ ![Sagardeep Roy](https://www.selecthub.com/wp-content/uploads/2025/01/Sagardeep-Roy-96x96.jpg) ](https://www.selecthub.com/author/sagardeep-roy/) [Technical Research by Sagardeep Roy](https://www.selecthub.com/author/sagardeep-roy/) Senior Analyst Table of Contents * [Why You Can Trust Us](#Why%5FYou%5FCan%5FTrust%5FUs "Why You Can Trust Us") * [Best Cloud Analytics Platforms](#Best%5FCloud%5FAnalytics%5FPlatforms "Best Cloud Analytics Platforms") * [Strategy One](#Strategy%5FOne "Strategy One") * [Oracle Analytics Cloud](#Oracle%5FAnalytics%5FCloud "Oracle Analytics Cloud") * [Power BI](#Power%5FBI "Power BI") * [Domo](#Domo "Domo") * [Qlik Sense](#Qlik%5FSense "Qlik Sense") * [How We Rated and Tested Products](#How%5FWe%5FRated%5Fand%5FTested%5FProducts "How We Rated and Tested Products") * [FAQs](#FAQs "FAQs") * [Get Personalized Recommendations](#Get%5FPersonalized%5FRecommendations "Get Personalized Recommendations") It’s late. You’ve got a long list of [BI solutions](https://www.selecthub.com/c/business-intelligence-tools/) to test and wonder when you’ll ever find the time to try them all. Don’t worry; we’ve done the heavy lifting for you. Our analyst research, years of experience helping buyers, and in-depth product tests give you much-needed insights to make an informed decision. Here’s a list of the top five cloud analytics platforms hand-picked by our research team. * [Strategy One](https://www.selecthub.com/p/business-intelligence-tools/strategy-one/): **Best Overall** * [Oracle Analytics Cloud](https://www.selecthub.com/p/business-intelligence-tools/oracle-analytics-cloud/): **Best for Data Preprocessing** * [Power BI](https://www.selecthub.com/p/business-intelligence-tools/power-bi/): **Best for Embedded Analytics** * [Domo](https://www.selecthub.com/p/business-intelligence-tools/domo/): **Best for Integrations and Extensibility** * [Qlik Sense](https://www.selecthub.com/p/business-intelligence-tools/qlik-sense/) Select up to 5 products from the list below to compare \> < | Product | Analyst Score i SelectHub's Analyst Rating is based on data from our 400+ point analysis of Business Intelligence Tools, user reviews, and our own crowd-sourced data from our free software selection platform. Scores are used to determine the top features and are periodically updated via ongoing selection projects and user activity within our platform. | Awards | Top Features | User Sentiment Scorei The percentage of users who would recommend this product based on user reviews collected from popular reviews sites. | Start Price | Free Trial | Company Size | Deployment | | ------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------ | ------------ | ------------------------------------------------------------------------------------------------------------------------------------------ | ----------- | ---------- | ------------ | ---------- | | [Strategy One](https://www.selecthub.com/p/business-intelligence-tools/strategy-one/) | 90 | Best for Geospatial Visualizations and Analysis | Availability and Scalability, Data Management, Data Pre-processing | 84%Great | $13Per User, Monthly | 30 Days ([Request for Free](https://pmo.selecthub.com/free-trial/?product%5Fname=Strategy+One&category=Business+Intelligence+Tools&product%5Flogo=https://cdn.selecthub.com/products/2df45244f09369e16ea3f9117ca45157-01fabb80c1ce32bd1e4b7632202cfdaf/resources/original/logo.svg?1748904472)) | Small Medium Large | Cloud On-Premise | | ----------------------------------------------------------------------------------------------------- | -- | ----------------------------------------------- | --------------------------------------------------------------------- | -------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------ | ---------------- | | [Oracle Analytics Cloud](https://www.selecthub.com/p/data-analytics-software/oracle-analytics-cloud/) | 89 | Best for Augmented Analytics | Availability and Scalability, Data Management, Data Pre-processing | 83%Great | $16Per User, Monthly | 30 Days ([Request for Free](https://pmo.selecthub.com/free-trial/?product%5Fname=Oracle+Analytics+Cloud&category=Business+Intelligence+Tools&product%5Flogo=https://cdn.selecthub.com/products/2b45c629e577731c4df84fc34f936a89-3c4c6fb8508063b3d6f2ed03a5737093/resources/normal/logo.png?1723059279)) | Small Medium Large | Cloud On-Premise | | [Power BI](https://www.selecthub.com/p/business-intelligence-tools/power-bi/) | 87 | Best for Mobile Capabilities | Data Management, Data Transformation, Embedded Analytics Capabilities | 89%Great | $14Per User, Monthly | 30 Days ([Request for Free](https://pmo.selecthub.com/free-trial/?product%5Fname=Power+BI&category=Business+Intelligence+Tools&product%5Flogo=https://cdn.selecthub.com/products/83f2550373f2f19492aa30fbd5b57512-f512a2427dbe017c62a1133c6c6272a5/resources/normal/logo.png?1717438340)) | Small Medium Large | Cloud On-Premise | | [Domo](https://www.selecthub.com/p/business-intelligence-tools/domo/) | 87 | Best for Integrations and Extensibility | Availability and Scalability, Data Transformation, Data Visualization | 87%Great | Custom Quote i Domo doesn't have a fixed starting price. For pricing details, you'll need to request a custom quote. Factors that can influence final pricing for Business Intelligence Tools typically include number of users, chosen modules or features, level of support, services like implementation, and add-ons. | 30 Days ([Request for Free](https://pmo.selecthub.com/free-trial/?product%5Fname=Domo&category=Business+Intelligence+Tools&product%5Flogo=https://cdn.selecthub.com/products/a11f9e533f28593768ebf87075ab34f2-9f0513c99308f0cec6cd326a9a5e3ee4/resources/normal/logo.png?1726157232)) | Small Medium Large | Cloud On-Premise | | [Qlik Sense](https://www.selecthub.com/p/business-intelligence-tools/qlik-sense/) | 87 | None | Availability and Scalability, Data Management, Data Transformation | 85%Great | $31Per User, Monthly | 30 Days ([Request for Free](https://pmo.selecthub.com/free-trial/?product%5Fname=Qlik+Sense&category=Business+Intelligence+Tools&product%5Flogo=https://cdn.selecthub.com/products/cd0b43eac0392accf3624b7372dec36e-dafb46ccbc34410f1e66d4389201cef5/resources/original/logo.svg?1743089188)) | Small Medium Large | Cloud On-Premise | Compare Compare I tested all products on this list except Oracle Analytics Cloud, which requires an extensive setup that’s beyond the scope of this review. [Compare BI Software Leaders](https://pmo.selecthub.com/bi-software-analyst-report-site-vers/) ## Why You Can Trust Us We’ve been independently researching BI and analytics software since 2015, helping buyers find solutions that truly fit their needs. Our recommendations are grounded in rigorous research to provide you with unbiased guidance. Vendors can’t pay to be ranked on our lists. To make the cut for our best cloud analytics platforms list, products had to meet three criteria: 1. Be classified as analytics systems by our analyst team 2. Use a cloud deployment model 3. Earn a top-5 score in our selection platform For our analysis, we scored products for 103 business intelligence features across 11 feature groups including advanced analytics, data visualization and reporting. We also scored each product’s integration, scalability, compliance and security capabilities. This in-depth approach allows you to clearly see which products can meet your demands and which fall short so you can make a data-backed choice. [Read about our full process.](#detailprocess) ## Best Cloud Analytics Platforms Our research analysts curated a list of the best cloud analytics tools. Here’s a quick comparison. ![Best overall award](https://www.selecthub.com/display/images/best%20overall.svg) [ ![Strategy One](https://cdn.selecthub.com/products/2df45244f09369e16ea3f9117ca45157-01fabb80c1ce32bd1e4b7632202cfdaf/resources/original/logo.svg?1748904472 "Strategy One") ](https://www.selecthub.com/p/business-intelligence-tools/strategy-one/) ### [Strategy One](https://www.selecthub.com/p/business-intelligence-tools/strategy-one/) [Request Demo](https://pmo.selecthub.com/get-product-demo/?category=Business+Intelligence+Tools&product%5Fname=Strategy%2BOne&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F2df45244f09369e16ea3f9117ca45157-01fabb80c1ce32bd1e4b7632202cfdaf%2Fresources%2Foriginal%2Flogo.svg%3F1748904472) [Request Pricing](https://pmo.selecthub.com/get-product-pricing/?category=Business+Intelligence+Tools&product%5Fname=Strategy%2BOne&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F2df45244f09369e16ea3f9117ca45157-01fabb80c1ce32bd1e4b7632202cfdaf%2Fresources%2Foriginal%2Flogo.svg%3F1748904472&price=2) Best For: Geospatial Visualizations and Analysis Start Price: [ $13Per User, Monthly ](https://pmo.selecthub.com/get-product-pricing/?category=Business+Intelligence+Tools&product%5Fname=Strategy%2BOne&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F2df45244f09369e16ea3f9117ca45157-01fabb80c1ce32bd1e4b7632202cfdaf%2Fresources%2Foriginal%2Flogo.svg%3F1748904472&price=2) Free Trial: 30 Days ([Request for Free](https://pmo.selecthub.com/free-trial/?product%5Fname=Strategy+One&category=Business+Intelligence+Tools&product%5Flogo=https://cdn.selecthub.com/products/2df45244f09369e16ea3f9117ca45157-01fabb80c1ce32bd1e4b7632202cfdaf/resources/original/logo.svg?1748904472)) Good For: Medium & large companies Deployment: Cloud, On-Premise User Sentiment: 84% of users recommend this product i Based on user reviews collected from popular reviews sites. Analyst Score i Our Overall analyst rating for Business Intelligence Tools products is based on scores in our selection platform for 103 functional requirements, 45 technical requirements and 8 analyst verification questions. Each functional and technical requirement is scored on a scale of 0 (not supported) to 100 (fully supported out of the box). The analyst verification questions are scored as Yes (100) or No (0). 90 * Our Review * Key Features * Pros & Cons * Media Strategy One is a patchwork quilt of products on the web, desktop and mobile. There’s the Strategy One Library where you can access published content and Auto Express for dashboarding and bot creation. Anyone with basic data skills can feed information to a bot and gain insights in seconds, a key reason why companies across industries are using it to successfully manage their operations. You don’t have to take my word for it — one real-life example of Strategy One in action is Europe’s leading eTailer of children’s products, [babymarkt](https://www.strategysoftware.com/customer-stories/babymarkt-applied-data-analytics). They have online stores in 14 European countries and China, which, needless to say, is a lot to manage. But after implementing Strategy One, they were able to achieve more efficient inventory management, order procurement and digital ad campaigns, resulting in an annual revenue growth of 30%. You don’t need a credit card to sign up for the free trial, but you won’t be able to publish content to the server without a paid upgrade. As for choosing which edition to use, there’s the web and the desktop instance. Which one will suit you? Maybe both? Strategy One Workstation is for developers and data analysts and is more robust for manipulating data. It provides administrative control, even when offline, and helps prototype content before it goes live. Combining multiple visualizations on a single page provided me with more context for the same data. On the other hand, the Workstation version lacks the same level of natural language processing as the web version. Strategy One Web is for delivering content to your clients. Being online, it’s open to seamless upgrades and customization, and identity management and collaboration are built in. If you have a small organization, the web version might suffice, but you might want to consider going for both if you deal with large data volumes. Metadata mapping was immensely useful to me when designing a bot using Strategy One Auto Express. All I needed to do was feed it the data, and it generated a slew of questions I might want to ask. With a semantic layer, Strategy One is among the BI tools that work best with large data warehouses. If you’ve just started in business or haven’t got large data volumes yet, you might want to consider a simpler tool. An oft-repeated sentiment in user reviews was that this motley crew of products — web, desktop and mobile — didn’t always sync. The vendor positions Strategy One as a unified solution that’ll, hopefully, eliminate these annoyances. On the flip side, quite a few users said it could be clunky for inexperienced users. Also, some reviewers said it slowed on occasion. Most people said the solution was expensive and found its learning curve quite steep. In summary, Strategy One is worth considering, especially if you’re a medium or large-sized company looking for a web reporting tool with a user-friendly interface. [ Read Full Review](https://www.selecthub.com/p/business-intelligence-tools/strategy-one/) [Visit Site](https://www.strategysoftware.com/strategyone) * **HyperIntelligence:** Learn about departments or employees by hovering over their names. To get ready information, add the HyperIntelligence extension to your Chrome instance and configure it to your Strategy One environment. * **Auto Express:** Shift the heavy lifting to AI bots — have them analyze your dashboards and suggest deep-dive questions, many of which you might not have thought of. Pull data from [Amazon Redshift](https://www.selecthub.com/p/big-data-platform-software/redshift/), Azure SQL Database, [Databricks](https://www.selecthub.com/p/big-data-analytics-tools/azure-databricks/), [Google BigQuery](https://www.selecthub.com/p/big-data-analytics-tools/bigquery/) and [Snowflake](https://www.selecthub.com/p/business-intelligence-tools/snowflake/), among others. * **Action Triggers:** Update data in [Salesforce CRM](https://www.selecthub.com/p/crm-software/salesforce/), trigger email campaigns in [Marketo](https://www.selecthub.com/p/marketing-automation-software/marketo/), or approve expenses in [Workday](https://www.selecthub.com/p/procurement-software/workday-spend-management/) from a Strategy One dashboard. Triggering workflows from dashboards is available in Strategy One and Auto Express. * **Intelligent Cubes Technology:** Drive targeted marketing campaigns by digging deep into buyer demographics, purchase histories and engagement levels. Create an Intelligent Cube to store data in memory and reuse it for as many reports as desired. * **Metadata Management:** Organize data using a handy index that points to where everything is. It also gives contextual names to datasets so everyone uses the same terminology. Metadata management establishes data lineage by narrating its entire journey — where it started, how it was changed and which tasks use it now. [ Read Full Review](https://www.selecthub.com/p/business-intelligence-tools/strategy-one/) [Visit Site](https://www.strategysoftware.com/strategyone) * **Data Visualization:** Users were satisfied with its powerful dashboards and personalization options for self-service analytics. * **Functionality:** Reviewers praised the platform for delivering on capabilities and scaling with their data needs. * **Ease of Use:** User reviews appreciated its reusable objects and semantic layer for automating data wrangling and visualization workflows. * **Cost:** A majority of the users found the platform to be expensive. * **Adoption:** Most reviews said the platform had a steep learning curve. [ Read Full Review](https://www.selecthub.com/p/business-intelligence-tools/strategy-one/) [Visit Site](https://www.strategysoftware.com/strategyone) ![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]() [ Read Full Review](https://www.selecthub.com/p/business-intelligence-tools/strategy-one/) [Visit Site](https://www.strategysoftware.com/strategyone) **Insider Tip:** Consider MicroStrategy for its ease of use, linked visualizations that update in sync, and the Auto Express Bot for easy-to-understand insights. Unlike tools that are starting on their data science journey, MicroStrategy has a mature AI module. [Compare BI Software Leaders](https://pmo.selecthub.com/bi-software-analyst-report-site-vers/) [ ![Oracle Analytics Cloud](https://cdn.selecthub.com/products/2b45c629e577731c4df84fc34f936a89-3c4c6fb8508063b3d6f2ed03a5737093/resources/normal/logo.png?1723059279 "Oracle Analytics Cloud") ](https://www.selecthub.com/p/data-analytics-software/oracle-analytics-cloud/) ### [Oracle Analytics Cloud](https://www.selecthub.com/p/data-analytics-software/oracle-analytics-cloud/) [Request Demo](https://pmo.selecthub.com/get-product-demo/?category=Data+Analytics+Software&product%5Fname=Oracle%2BAnalytics%2BCloud&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F2b45c629e577731c4df84fc34f936a89-3c4c6fb8508063b3d6f2ed03a5737093%2Fresources%2Fnormal%2Flogo.png%3F1723059279) [Request Pricing](https://pmo.selecthub.com/get-product-pricing/?category=Data+Analytics+Software&product%5Fname=Oracle%2BAnalytics%2BCloud&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F2b45c629e577731c4df84fc34f936a89-3c4c6fb8508063b3d6f2ed03a5737093%2Fresources%2Fnormal%2Flogo.png%3F1723059279&price=2) Start Price: [ $16Per User, Monthly ](https://pmo.selecthub.com/get-product-pricing/?category=Data+Analytics+Software&product%5Fname=Oracle%2BAnalytics%2BCloud&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F2b45c629e577731c4df84fc34f936a89-3c4c6fb8508063b3d6f2ed03a5737093%2Fresources%2Fnormal%2Flogo.png%3F1723059279&price=2) Free Trial: 30 Days ([Request for Free](https://pmo.selecthub.com/free-trial/?product%5Fname=Oracle+Analytics+Cloud&category=Data+Analytics+Software&product%5Flogo=https://cdn.selecthub.com/products/2b45c629e577731c4df84fc34f936a89-3c4c6fb8508063b3d6f2ed03a5737093/resources/normal/logo.png?1723059279)) Good For: Any company size Deployment: Cloud User Sentiment: 83% of users recommend this product i Based on user reviews collected from popular reviews sites. Analyst Score i Our Overall analyst rating for Data Analytics Software products is based on scores in our selection platform for functional requirements and technical requirements. Each functional and technical requirement is scored on a scale of 0 (not supported) to 100 (fully supported out of the box). 87 * Our Review * Key Features * Pros & Cons * Media Oracle Analytics Cloud is among the vendor’s many data services, including a business intelligence suite and a data intelligence platform. Besides, Oracle offers bespoke solutions for HCM, supply chain and customer experience. What differentiates Oracle Analytics is that extra dash of augmented capabilities. Embedded BI is where it truly shines, giving you natural language insights with a single click. This feature extends to its mobile app, and it outperforms many leading platforms with natural language queries and podcasts on mobile. If you’re worried about data silos slowing operations, you can say goodbye to them with this platform. Here’s a real-world example showing how Oracle Analytics expertly consolidates data. Oracle reports that one [data science company](https://www.oracle.com/a/ocom/docs/oracle-roi-case-study-data-science.pdf) saved over €5,000,000 in legacy system costs and achieved an annual ROI of 48% after migrating to Oracle Analytics and the Oracle Fusion Data Intelligence platform. According to our researchers, Oracle Analytics Cloud has fewer out-of-the-box features than its competitors, such as Power BI and Qlik Sense. Plus, licensing becomes complex when combining the database, middleware and analytics applications. It’s common for large vendors to offer specialized platforms, but the downside is that they can be out of reach of small organizations. But there’s a silver lining. Many vendors offer customized solutions, so we advise reaching out to the vendor for quotes. Users appreciate its regular updates, but some report initial bugs due to its relative newness. Despite a positive user experience, the learning curve can be steep. Some users found technical support slow and inadequate, as did I. They took two business days to get back to me when I needed assistance with my account. Oracle Analytics, though a robust platform, is suitable for mid- and large organizations. If you seek a powerful, scalable platform, consider opting for a trial, but be prepared for sticker shock, especially if you’re new to the Oracle ecosystem. [ Read Full Review](https://www.selecthub.com/p/data-analytics-software/oracle-analytics-cloud/) [Visit Site](https://www.oracle.com/analytics/) * **Deployment:** Install and run anywhere, including as a hybrid solution. Scale the instance depending on your workload — deploy OCPUs in multiples of two, extending up to 52\. Or pause it when idle. Though identity management is available, there is the option to use one’s own SSO provider. Admins can set user, group and role-based permissions. * **Direct Query:** Oracle Analytics Cloud uses live queries and data caching to fetch responses. Each has its downside. Live connections are heavier on the system, and you might have to compromise on data freshness with data caching. A combination of both might be best. Consider live queries for critical KPIs and data caching for less frequent queries. * **Data Preparation:** Enrich data from the interface — get data quality insights as you work. Remove the grunt work — create reusable flows for transforming data you can test, share and schedule. Add custom calculations or write regular expressions in the dataset editor. * **Semantic Data Modeling:** Engage business, dev and data teams in meaningful discussions. Give them data views with a presentation layer that simplifies metrics. Hide the physical data structure with a logical one that speaks the business language. Give stakeholders the power to explore data independently. * **AI/ML:** Boost productivity with embedded machine learning and natural language insights every step of the way. Display quick forecasts, trend lines and clusters from a popup menu with one click. View the basic facts, key drivers and anomalies with the Explain option. Hit the ground running with recommendations on dimensions, measures and attributes to use when you don’t know where to start. [ Read Full Review](https://www.selecthub.com/p/data-analytics-software/oracle-analytics-cloud/) [Visit Site](https://www.oracle.com/analytics/) * **User-Friendly:** Citing its interface, about 91% of users agreed that a drag-and-drop UI makes it easy to use. * **Machine Learning:** Around 86% of users who discussed augmented analytics were impressed with its ML capabilities. * **Integrations:** Approximately 84% of users who mentioned connectivity said the platform worked well with other systems, especially Oracle products. * **Functionality:** According to 83% of users who reviewed capabilities, it has all the required features to support data tasks. * **Data Visualization:** Around 73% of users who mentioned visualization praised the platform for its storytelling features. * **Price:** About 88% of reviews citing pricing said that it’s too expensive. * **Adoption:** Approximately 87% of users who discussed onboarding said there’s a significant learning curve. [ Read Full Review](https://www.selecthub.com/p/data-analytics-software/oracle-analytics-cloud/) [Visit Site](https://www.oracle.com/analytics/) ![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]() [ Read Full Review](https://www.selecthub.com/p/data-analytics-software/oracle-analytics-cloud/) [Visit Site](https://www.oracle.com/analytics/) **Insider Tip:** Oracle Analytics Cloud requires you to sign in with a [federated user](https://www.onelogin.com/learn/federated-identity) identity, so consider an identity provider (IdP) if you don’t have one already. [Compare BI Software Leaders](https://pmo.selecthub.com/bi-software-analyst-report-site-vers/) [ ![Power BI](https://cdn.selecthub.com/products/83f2550373f2f19492aa30fbd5b57512-f512a2427dbe017c62a1133c6c6272a5/resources/normal/logo.png?1717438340 "Power BI") ](https://www.selecthub.com/p/business-intelligence-tools/power-bi/) ### [Power BI](https://www.selecthub.com/p/business-intelligence-tools/power-bi/) [Request Demo](https://pmo.selecthub.com/get-product-demo/?category=Business+Intelligence+Tools&product%5Fname=Power%2BBI&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F83f2550373f2f19492aa30fbd5b57512-f512a2427dbe017c62a1133c6c6272a5%2Fresources%2Fnormal%2Flogo.png%3F1717438340) [Request Pricing](https://pmo.selecthub.com/get-product-pricing/?category=Business+Intelligence+Tools&product%5Fname=Power%2BBI&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F83f2550373f2f19492aa30fbd5b57512-f512a2427dbe017c62a1133c6c6272a5%2Fresources%2Fnormal%2Flogo.png%3F1717438340&price=2) Best For: Mobile Capabilities Start Price: [ $14Per User, Monthly ](https://pmo.selecthub.com/get-product-pricing/?category=Business+Intelligence+Tools&product%5Fname=Power%2BBI&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F83f2550373f2f19492aa30fbd5b57512-f512a2427dbe017c62a1133c6c6272a5%2Fresources%2Fnormal%2Flogo.png%3F1717438340&price=2) Free Trial: 30 Days ([Request for Free](https://pmo.selecthub.com/free-trial/?product%5Fname=Power+BI&category=Business+Intelligence+Tools&product%5Flogo=https://cdn.selecthub.com/products/83f2550373f2f19492aa30fbd5b57512-f512a2427dbe017c62a1133c6c6272a5/resources/normal/logo.png?1717438340)) Good For: Any company size Deployment: Cloud User Sentiment: 89% of users recommend this product i Based on user reviews collected from popular reviews sites. Analyst Score i Our Overall analyst rating for Business Intelligence Tools products is based on scores in our selection platform for 103 functional requirements, 45 technical requirements and 8 analyst verification questions. Each functional and technical requirement is scored on a scale of 0 (not supported) to 100 (fully supported out of the box). The analyst verification questions are scored as Yes (100) or No (0). 87 * Our Review * Key Features * Pros & Cons * Media Our researchers ranked products on a whole bunch of features. They include data management, querying and visualization, advanced and embedded analytics, mobile BI, and IoT and location analytics. [Heathrow Airport](https://www.microsoft.com/en/customers/story/709586-heathrow-airport-travel-transportation-powerbi-azure#customers-share-modal-dialog) relies on Power BI and Azure Analytics to handle 80 million passengers daily with an army of 75,000 employees. Azure pushes data from flight updates, passenger services and weather reports to Power BI, helping employees prepare for whatever comes their way — a huge asset when flights are delayed and the airport needs to be ready with extra personnel, buses, snacks and waiting areas. In our rankings, Power BI scores 87 for connectivity, leaving behind Tableau, Oracle Analytics and Dundas BI. Robust Microsoft technology is one reason, for sure. Besides, intelligent techniques like DirectQuery and easy data modeling make it popular among users. In product reviews, some users mentioned a lag when sharing reports from the desktop to the cloud. For me, the platform was a tad slow to start, but otherwise, it stayed performant for my average-sized dataset. Some users found the pricing structure too complex. While using Azure data in Power BI for basic queries is free, costs can add up when you go for text and sentiment analysis. With Microsoft Fabric, the pricing complexity is set to rise. Though Power BI is available separately too, you’ll need to rely on Fabric to manage users, licenses and other administrative tasks. About 31% of the users mentioning cost complained about onboarding difficulties, possibly because DAX introduces the complexity of learning syntax. It can daunt non-technical users initially, but guided formulas can make the task easier. That said, I agree with the majority of user reviews that training will speed up onboarding and help your team maximize the investment. Overall, Power BI has many powerful features and will give you value for your money. If you’re not a Microsoft user yet, it’s worth checking out for the baked-in vendor technologies like Azure and SSAS. If you are an MS user, Power BI might be a no-brainer, though be prepared to shell out a little extra for advanced functionality and additional modules. [ Read Full Review](https://www.selecthub.com/p/business-intelligence-tools/power-bi/) [Visit Site](https://www.microsoft.com/en-us/power-platform/products/power-bi) * **Dataflows:** Save time with reusable workflows that lock the logic in. While shared datasets are open to interpretation, dataflows will take your users in one direction only, ensuring consistent results. It’s like a written recipe, just follow the steps to get the taste right. * **Analyze in Excel:** Focus on the end game. Give your teams the freedom to analyze their data in Excel and move the results back to Power BI. * **DAX:** Empower your people to go beyond raw data. Derive calculated columns and measures with Data Analysis Expressions. Watch them update as you apply filters and slicers and interact with data in other ways. * **Key Influencers Visual:** Make informed decisions by isolating the factors affecting a critical metric. For example, if you’re a transporter, does terrain impact how consistently your trucks deliver, or is the average age of your fleet vehicles also a factor? * **Decomposition Tree:** Identify which product category or region contributed most to sales increase or decrease. For instance, you can analyze sales trends by channel with the decomposition tree. [ Read Full Review](https://www.selecthub.com/p/business-intelligence-tools/power-bi/) [Visit Site](https://www.microsoft.com/en-us/power-platform/products/power-bi) * **Integrations:** Around 95% of users who mentioned data sources said they were satisfied with its flexibility in connecting to sources. * **Data Visualization:** About 93% of the users who discussed visual analysis said they relied on it for daily reporting. * **Functionality:** Over 75% of the users reviewing features said they were impressed with its live queries, DAX calculations and data modeling. * **Ease of Use:** Approximately 72% of the users who mentioned its UI said it was straightforward to use. * **Speed:** About 95% of recent reviews citing performance said the platform lagged when dealing with large data volumes. * **Adoption:** Around 81.5% of the reviewers mentioning adoption said the learning curve was steep. * **Cost:** Approximately 71% of users discussing pricing complained about the platform being expensive. [ Read Full Review](https://www.selecthub.com/p/business-intelligence-tools/power-bi/) [Visit Site](https://www.microsoft.com/en-us/power-platform/products/power-bi) ![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]() [ Read Full Review](https://www.selecthub.com/p/business-intelligence-tools/power-bi/) [Visit Site](https://www.microsoft.com/en-us/power-platform/products/power-bi) **Insider Tip:** Limit the number of visuals per dashboard to avoid slow loads. Use slices and filters judiciously — each query makes the system work harder, affecting overall performance. [Compare BI Software Leaders](https://pmo.selecthub.com/bi-software-analyst-report-site-vers/) [ ![Domo](https://cdn.selecthub.com/products/a11f9e533f28593768ebf87075ab34f2-9f0513c99308f0cec6cd326a9a5e3ee4/resources/normal/logo.png?1726157232 "Domo") ](https://www.selecthub.com/p/business-intelligence-tools/domo/) ### [Domo](https://www.selecthub.com/p/business-intelligence-tools/domo/) [Request Demo](https://pmo.selecthub.com/get-product-demo/?category=Business+Intelligence+Tools&product%5Fname=Domo&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2Fa11f9e533f28593768ebf87075ab34f2-9f0513c99308f0cec6cd326a9a5e3ee4%2Fresources%2Fnormal%2Flogo.png%3F1726157232) [Request Pricing](https://pmo.selecthub.com/get-product-pricing/?category=Business+Intelligence+Tools&product%5Fname=Domo&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2Fa11f9e533f28593768ebf87075ab34f2-9f0513c99308f0cec6cd326a9a5e3ee4%2Fresources%2Fnormal%2Flogo.png%3F1726157232&price=2) Best For: Platform CapabilitiesIntegrations and Extensibility Start Price: [ Custom Quote i Domo doesn't have a fixed starting price. For pricing details, you'll need to request a custom quote. Factors that can influence final pricing for Business Intelligence Tools typically include number of users, chosen modules or features, level of support, services like implementation, and add-ons. ](https://pmo.selecthub.com/get-product-pricing/?category=Business+Intelligence+Tools&product%5Fname=Domo&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2Fa11f9e533f28593768ebf87075ab34f2-9f0513c99308f0cec6cd326a9a5e3ee4%2Fresources%2Fnormal%2Flogo.png%3F1726157232&price=2) Free Trial: 30 Days ([Request for Free](https://pmo.selecthub.com/free-trial/?product%5Fname=Domo&category=Business+Intelligence+Tools&product%5Flogo=https://cdn.selecthub.com/products/a11f9e533f28593768ebf87075ab34f2-9f0513c99308f0cec6cd326a9a5e3ee4/resources/normal/logo.png?1726157232)) Good For: Any company size Deployment: Cloud, On-Premise User Sentiment: 87% of users recommend this product i Based on user reviews collected from popular reviews sites. Analyst Score i Our Overall analyst rating for Business Intelligence Tools products is based on scores in our selection platform for 103 functional requirements, 45 technical requirements and 8 analyst verification questions. Each functional and technical requirement is scored on a scale of 0 (not supported) to 100 (fully supported out of the box). The analyst verification questions are scored as Yes (100) or No (0). 87 * Our Review * Key Features * Pros & Cons * Media Domo has everything data teams could wish for — self-service ETL, advanced analytics and data science. Its rich set of connectors makes users happy as they praise its robust integration APIs. Domo helps [Emerson](https://www.domo.com/customers/emerson), a supply chain business, keep ice cream solid, frozen food fresh and vaccines viable from the lab to the pharmacy. The Emerson team uses Domo dashboards to track equipment performance and translate complex engineering concepts into easy-to-understand information for clients. Tracking package temperature and freshness on demand means they can stop the perishables from, well, perishing. Domo’s scripting language is similar to Power BI, and knowing SQL will shorten your team's learning curve. The vendor offers daily refreshes, currently capping them at 48. On the flip side, the interface seemed a bit clunky to me. Dashboards don’t display in the edit mode by default, which was a tad annoying. The Getting Started documentation is dated and doesn’t match the new interface. I could find my way around with help from user forums. While the vendor earns praise for releasing frequent updates, quite a few users say some much-needed features lack depth. According to our research, Domo offers only 87% of the required functionality out of the box, which is much less than what Power BI and Tableau provide. It also underperforms in data querying, scoring only 53 in our analysis. Some reviews mention bugs and that performance can lag when handling anything complex than simple visualizations. The slowness could be due to the multitenant SaaS model that provides shared computing. As for the mobile app, it didn’t work in the offline mode for me. I should mention here that I had opted for the trial version. A proof-of-concept will help you check if the issue persists in the paid edition. Domo’s pay-as-you-go model is great for estimating usage but be prepared to pay more for workload spikes. According to our research, about 89% of users who reviewed the price found Domo’s consumption model expensive. Small organizations working with a lean team might find it challenging to handle billing. Here’s what’s great about subscribing to Domo. You can create as many reports and dashboards as required — there’s no limit or additional cost. Plus, Domo allows adding an unlimited number of users. Domo accepts external data models from OpenAI, Amazon Bedrock, Hugging Face, Databricks and Jupyter Workspaces. Despite a competitive market, Domo is an excellent product for organizations seeking data visualization and strong integration. Its flexible pricing model and recent AI updates make it a strong challenger to leading data platforms. [ Read Full Review](https://www.selecthub.com/p/business-intelligence-tools/domo/) [Visit Site](https://www.domo.com/) * **Domo App Studio:** Design custom apps for needs Domo might not address out of the box. Build your own functionality without coding knowledge. Create branded visualizations with your trademark colors, logos and fonts. ESPN enhances the fan experience by capturing and analyzing customer data using a Domo Studio app. * **Analyzer:** Save time spent cleaning data manually. Use a special editor to set up checks for data inputs. Keep tabs on which charts and dataflows use a specific dataset with the lineage option. You can choose the best chart to present your data and annotate it. Use the Beast Mode for complex math. * **DomoGPT:** Get answers to data queries using AI Chat (currently in beta). Convert text to SQL or calculations and understand your data using text summaries. Use Domo.AI in a safe, governed space. * **Personalized Data Permissions:** Create custom data views for your users and hide sensitive data. Your regional managers get exclusive views specific to their roles, while senior management can switch between full and filtered views. * **Domo Mobile:** View cards and text summaries on the mobile app. Cards fit within the small screen, giving a great user experience. Domo Buzz allows sharing files to WhatsApp, Gmail, QuickShare and Google Drive. You can even save a screenshot to your phone gallery. [ Read Full Review](https://www.selecthub.com/p/business-intelligence-tools/domo/) [Visit Site](https://www.domo.com/) * **Source Connectivity:** About 86% of users citing data integration said they could connect to their preferred sources easily. * **Ease of Use:** Around 82% of users discussing the interface said options and tabs were straightforward and intuitive. * **Data Visualization:** About 74% of people who reviewed Domo for graphics appreciated the ease of creating and sharing data stories. * **Functionality:** Around 73% of users who mentioned features said Domo performed as expected. * **Support Services:** About 71% of reviews discussing assistance praised the support team for being helpful and responsive. * **Speed:** About 78% of users discussing speed said the platform lagged sometimes. * **Cost:** Around 89% of users discussing price termed the platform as expensive. [ Read Full Review](https://www.selecthub.com/p/business-intelligence-tools/domo/) [Visit Site](https://www.domo.com/) ![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]() [ Read Full Review](https://www.selecthub.com/p/business-intelligence-tools/domo/) [Visit Site](https://www.domo.com/) **Insider Tip:** Among these top cloud analytics tools, Domo is only available as SaaS, and it assigns a tenant instance to your organization when you sign up. To use data from your Google Drive, ask your Google Workspace administrator to allow it access. [Compare BI Software Leaders](https://pmo.selecthub.com/bi-software-analyst-report-site-vers/) [ ![Qlik Sense](https://cdn.selecthub.com/products/cd0b43eac0392accf3624b7372dec36e-dafb46ccbc34410f1e66d4389201cef5/resources/original/logo.svg?1743089188 "Qlik Sense") ](https://www.selecthub.com/p/business-intelligence-tools/qlik-sense/) ### [Qlik Sense](https://www.selecthub.com/p/business-intelligence-tools/qlik-sense/) [Request Demo](https://pmo.selecthub.com/get-product-demo/?category=Business+Intelligence+Tools&product%5Fname=Qlik%2BSense&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2Fcd0b43eac0392accf3624b7372dec36e-dafb46ccbc34410f1e66d4389201cef5%2Fresources%2Foriginal%2Flogo.svg%3F1743089188) [Request Pricing](https://pmo.selecthub.com/get-product-pricing/?category=Business+Intelligence+Tools&product%5Fname=Qlik%2BSense&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2Fcd0b43eac0392accf3624b7372dec36e-dafb46ccbc34410f1e66d4389201cef5%2Fresources%2Foriginal%2Flogo.svg%3F1743089188&price=2) Start Price: [ $31Per User, Monthly ](https://pmo.selecthub.com/get-product-pricing/?category=Business+Intelligence+Tools&product%5Fname=Qlik%2BSense&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2Fcd0b43eac0392accf3624b7372dec36e-dafb46ccbc34410f1e66d4389201cef5%2Fresources%2Foriginal%2Flogo.svg%3F1743089188&price=2) Free Trial: 30 Days ([Request for Free](https://pmo.selecthub.com/free-trial/?product%5Fname=Qlik+Sense&category=Business+Intelligence+Tools&product%5Flogo=https://cdn.selecthub.com/products/cd0b43eac0392accf3624b7372dec36e-dafb46ccbc34410f1e66d4389201cef5/resources/original/logo.svg?1743089188)) Good For: Any company size Deployment: Cloud, On-Premise User Sentiment: 85% of users recommend this product i Based on user reviews collected from popular reviews sites. Analyst Score i Our Overall analyst rating for Business Intelligence Tools products is based on scores in our selection platform for 103 functional requirements, 45 technical requirements and 8 analyst verification questions. Each functional and technical requirement is scored on a scale of 0 (not supported) to 100 (fully supported out of the box). The analyst verification questions are scored as Yes (100) or No (0). 87 * Our Review * Key Features * Pros & Cons * Media Qlik Sense focuses on independent data analysis for enterprises with advanced tools that include AI, natural language processing and automation. The platform’s shining feature is an associative engine that successfully links related data sets to uncover meaningful insights. [Intuit](https://www.qlik.com/us/solutions/customers/customer-stories/intuit), the technology leader, relies on Qlik Sense to drive a company-wide portal that eliminates reporting inconsistency due to data silos. As a result, over a third of their workforce actively uses the portal for real-time analytics, with a 10X adoption increase within two years. Its Intelligent dataset-linking functionality gets my vote as the most significant differentiator since it makes data modeling seamless and saves time. It was the highlight of my product trial as I could view and establish dataset associations between multiple tables at the onset, and it was a welcome change from creating data models from scratch. On that note, the master list of fields was a lifesaver, allowing me to study data from any of the uploaded tables as a dashboard or standalone visualization by combining it with data from other tables. When stuck, I could rely on the Insight Advisor for explanations and deeper questions. In comparison, manually linking tables in Tableau and Power BI felt like a huge task when I took them for a test drive. Qlik has ready-to-go modules for analytics, automation and printing, which Qlik Sense uses extensively, so keeping it lean is a smart vendor move. Factor in the cost of these additional modules when budgeting. Qlik Sense SaaS is multi-cloud, so unless the admin assigns separate workspaces, your users won’t be able to create personal dashboards — everything is shared otherwise. Some users said the platform slowed when processing large workloads, which is a common issue with many other platforms. Assess your need for speed before committing to a purchase. If upgrading from QlikView, you’ll need to create new objects initially, as both platforms have different architectures. However, the vendor assists in seamless migration with the Qlik Analytics Modernization program. Overall, Qlik Sense is an efficient platform that offers many analysis capabilities worth considering. We recommend checking it out if you’re looking for an alternative to Power BI, entrenched in Microsoft technology, or Tableau, with its emphasis on visualization. [ Read Full Review](https://www.selecthub.com/p/business-intelligence-tools/qlik-sense/) [Visit Site](https://www.qlik.com/us/products/qlik-sense) * **IoT Analytics:** The Qlik Associative Engine enables edge analytics in various applications, from smart sensor technology in home devices to internet-connected pacemakers in healthcare. Other use cases include gathering environmental data for farming and tracking equipment for fleet management and manufacturing. * **Qlik AutoML:** Qlik Sense offers key driver analysis, automated forecasts and contextual insights using Qlik’s machine learning component. The Insight Advisor lets you ask questions and get answers in plain text or graphics. * **Live Connections:** When loading data into memory, Qlik Sense can leave some data out and still use it in dashboards and queries. When you ask for the data, the platform fetches it directly from the source and shows the real-time data in the chart. It updates the data in memory only if you apply calculations or filters. * **AI Integration:** Ask and answer questions in natural language and automate processes using OpenAI and H2O.ai. Feed massive datasets to the LLM and watch as it summarizes the insight for you. Move beyond traditional analysis by working with the IBM Watson API for natural language. * **Qlik Sense Management Console:** Develop apps, manage tasks and connections, and track performance. With QMC, create content and consume data insights. [ Read Full Review](https://www.selecthub.com/p/business-intelligence-tools/qlik-sense/) [Visit Site](https://www.qlik.com/us/products/qlik-sense) * **Integrations:** Approximately 86% of users reviewing data sources were satisfied with its wide connectivity. * **Ease of Use:** About 84% of users who cited usability praised the platform for self-service BI. * **Functionality:** Around 80% of the reviews that mentioned features praised it for ETL and data visualization. * **Data Visualization:** About 66% of the users discussing dashboards were satisfied with its interactive displays that allowed them to dig deep. * **Cost:** About 87% of users who mentioned pricing found the tool expensive. * **Performance:** Around 86% of users citing speed said it lagged when processing large and complex datasets. * **Training:** Approximately 69% of users who discussed adoption said there was a significant learning curve. * **Customization:** Around 65% of users who mentioned the freedom to design dashboards said the tool offered limited options. [ Read Full Review](https://www.selecthub.com/p/business-intelligence-tools/qlik-sense/) [Visit Site](https://www.qlik.com/us/products/qlik-sense) ![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]() [ Read Full Review](https://www.selecthub.com/p/business-intelligence-tools/qlik-sense/) [Visit Site](https://www.qlik.com/us/products/qlik-sense) **Insider Tip:** If you’re the one in charge of pushing adoption, take the time to understand how Qlik Sense organizes content into collections, spaces, projects and apps. Then, spread the word by training your team. If permissions aren’t correctly set up, it can lead to frustration when people can’t access the content they want. Making change management a part of your regular check-ins can prevent users from losing access to apps, especially if the owner changes or leaves the organization. [Compare BI Software Leaders](https://pmo.selecthub.com/bi-software-analyst-report-site-vers/) ## How We Rated and Tested Products Our process for rating and reviewing products involved two parts: 1. The analyst scores, which determine the top products 2. My personal research into each product to supplement our analyst data **How the Analyst Score Works** Our team of analysts conducted in-depth research of the HR software market using primary and secondary sources. This included SelectHub Analyst Briefings, direct communication with vendors, and reviewing materials such as user reviews, product brochures, specification sheets, case studies, user manuals and technical documentation. Our platform’s Scoring Engine processed all the research to compute the analyst score. The score is based on how comprehensive each product’s feature-set is and how much is available out of the box vs. through extra modules, integrations and other means. For BI tools, we scored the following feature groups: * Advanced Analytics * Augmented Analytics * Data Management * Data Pre-processing * Data Transformation * Data Visualization * Embedded Analytics Capabilities * Geospatial Visualizations and Analysis * Mobile Capabilities * Platform Capabilities * Reporting We also scored the following technical capabilities: * Availability and Scalability * Integrations and Extensibility * Platform Compliance * Platform Security We used the following scale to rate each feature and technical capability in our platform: | Level of Support | Score | Description | | ----------------------------------- | ----- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | Fully Supported Out of the Box | 100 | This feature is comprehensively supported out of the box with industry-leading capabilities and is immediately available after installation, without needing any additional modules, integrations, or custom development. | | Moderately Supported Out of the Box | 85 | This feature is moderately supported out of the box and is immediately available after installation, without needing any additional modules, integrations, or custom development. | | Supported with Workarounds | 70 | This feature is not directly available in the software but can be accomplished using other built-in features or any other workarounds, without any additional cost. | | Supported with Additional Modules | 60 | This feature is available through additional modules or products from the vendor at an additional cost. | | Supported with Partner Integrations | 50 | This feature is available through additional integrations, plugins, or marketplace applications from a third-party vendor at an additional cost. | | Supported with Custom Development | 25 | This feature is not built in, and cannot be added by purchasing additional modules or integrations, but can be custom developed using the APIs, libraries, extensions, and development framework supported by the software, with or without any additional cost. | | Not Supported | 0 | This feature is not supported. | **My Research** Before checking out the free trials, I spent hours reading product documentation and watching video tutorials and demos. I sourced sample data from vendor websites and reliable online sources. When I couldn’t test Oracle Analytics, I read user reviews on Capterra, G2, Gartner, Software Advice and Reddit and product reviews on reliable publications like PCMag. Industry articles, case studies and vendor blogs help me understand how organizations benefit from cloud computing. To bring you this list, our research team went through reams of SelectHub buyer data, technical documentation, user reviews, product brochures, specification sheets, case studies and user manuals. We have a proprietary scoring method for computing analyst scores, which includes ratings based on user reviews, industry type and company size. Here’s a list of what I tested. * **Data Integration:** As a user, the variety and quality of data connections are important — it should be so seamless you don’t even think about it. I checked for connector types, ease of connectivity and live integration. Was there any noticeable latency when loading data? * **Data Preparation:** Blending data from multiple tables and establishing dataset associations were my focus areas. I tested calculated columns and measures to understand if the platform allowed deep dives into data. * **Data Visualization and Dashboarding:** Auto-charting, interactive visualizations and drill-through capabilities were on my checklist. Was it easy to drag and drop items onto the workspace? Was filtering intuitive, and did the data change everywhere when I applied filters? Was customization possible? * **Ease of Use:** I assessed the layout for ease of navigation and intuitive organization. Were the required tabs easy to locate, and was it equally easy to return to the homepage? Were the screen elements arranged according to how I would need them during data analysis? * **Reporting:** As a primary requirement, I tested report generation, customization, sharing and collaboration. To which platforms could I share reports? Did email distribution work seamlessly? Could I generate a shareable link, and did it work? * **AI Insights:** Even with the top advanced analytics tools, free trials don’t have full-fledged AI capabilities, so I was limited in what I could test. My focus was on two aspects — how seamless it was to upload the data to an AI bot, if present, and, more importantly, how easy it was to understand the results. Jump back to the [product comparison](#productcomparison). Or learn more about our [**research methodology**](https://www.selecthub.com/research-methodology/) and [**editorial standards**](https://www.selecthub.com/editorial-guidelines/). [Compare BI Software Leaders](https://pmo.selecthub.com/bi-software-analyst-report-site-vers/) ## FAQs [How can I choose the right vendors for my needs?](#group%5F623) Approaching vendors without preliminary research can be frustrating and fruitless. You might find yourself redoing your vendor list and prolonging the research process with nothing to show for it. But don’t throw out that vendor list just yet — it’s a good resource to start laying the groundwork. Subsequently, invite submissions from vendors with an [RFP (request for proposal)](https://www.selecthub.com/business-intelligence/business-intelligence-rfp-template-guide/). Go through the received proposals and start ranking sellers by matching their offerings to your [requirements list](https://pmo.selecthub.com/bi-requirements-template-site-vers/). The higher a vendor scores, the more likely you’ll want to reach out to them for demos and proofs-of-concept. Did you know our [JumpStart Platform](https://pmo.selecthub.com/bi-report-pd-vers) can save you hours of research with its scoring system? You can compare up to five software platforms featurewise and customize the scorecard to your needs and organization size. Post-demo, add up the scores to finalize your seller shortlist. Include the total cost of ownership (TCO) to assess which products match your needs and budget. Now you’re ready to approach vendors for queries and discussions. Read our [Lean Selection Methodology](https://www.selecthub.com/miscellaneous/technology-selection/software-evaluation/) article for a stepwise guide. [As a small business, are cloud analytics platforms for me?](#group%5F388) With cloud platforms, data is as real-time as it gets. Sit back and relax. Deployment is quick and seamless and requires zero setup and maintenance from your end. Elastic scalability and a pay-as-you-go model keep costs to a minimum, even with fluctuating data volumes. As for security, having your data outside of organizational boundaries can be nerve-wracking. However, the best cloud analytics platforms have identity management. [What are the key AI trends in cloud analytics platforms?](#group%5F242) These include GenAI integration to build custom models and ask complex queries in natural language, preemptive anomaly monitoring, and [hyper-personalized](https://www.ibm.com/think/topics/hyper-personalization) interfaces according to the user role. ML-driven data prep and insight generation, automatic cloud management and advanced forecasting are others. [Compare BI Software Leaders](https://pmo.selecthub.com/bi-software-analyst-report-site-vers/) ## Get Personalized Recommendations Ready to start your software search? Get our [comparison report](https://pmo.selecthub.com/bi-software-analyst-report-site-vers/) to evaluate your preferred products for the features you want. Customize it to your industry and organization size to drive more meaningful discussions in stakeholder meetings. Which cloud analytics tools are you considering? How was your experience? Do let us know in the comments **Analyst-Picked Related Content** **Pricing Guide:** [Discover the true cost of BI software ](https://pmo.selecthub.com/bi-price-report-pdf-onsite/) **Comparison Report:** [An Interactive analyst report with comparison ratings, reviews and pricing ](https://pmo.selecthub.com/bi-software-analyst-report-site-vers/) ### Trending Topics #### [Business Intelligence](https://www.selecthub.com/category/business-intelligence/) [The 5 Best Statistical Software Tools of 2026](https://www.selecthub.com/business-intelligence/statistical-software/) [Wouldn’t you jump at the chance to get things done faster? 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Big Data, data mining, data… ](https://www.selecthub.com/business-intelligence/key-types-business-intelligence-tools/) [ ![Bergen Adair](https://secure.gravatar.com/avatar/b9985f5202fbae2efa5a566d409354bbe99c18f8fd579991494c86a2c184dc2b?s=96&d=mm&r=g) Bergen Adair ](https://www.selecthub.com/author/bergen/) Mar 18, 2026 Originally published in April 2019 and last updated in March 2026\. Contributions from Ritinder Kaur, Sagardeep Roy, Akshay Parekh, and Hunter Lowe. ## About the Contributors The following team members helped research, create, and review this content. [ ](https://www.selecthub.com/author/ritinder-kaur/) Written by [Ritinder Kaur](https://www.selecthub.com/author/ritinder-kaur/) Sr. Technical Content Writer Ritinder Kaur is a Senior Technical Content Writer at SelectHub and has ten years of experience writing about B2B software and quality assurance. She has a Masters degree in English language and literature and writes about Business Intelligence and Data Science. Her articles on software testing have been published on Stickyminds. [See Full Bio](https://www.selecthub.com/author/ritinder-kaur/) [ ](https://www.selecthub.com/author/sagardeep-roy/) Technical Research by [Sagardeep Roy](https://www.selecthub.com/author/sagardeep-roy/) Senior Analyst Sagardeep is a Senior Research Analyst at SelectHub, specializing in diverse technical categories. His expertise spans Business Intelligence, Analytics, Big Data, ETL, Cybersecurity, artificial intelligence and machine learning, with additional proficiency in EHR and Medical Billing. Holding a Master of Technology in Data Science from Amity University, Noida, and a Bachelor of Technology in Computer Science from West Bengal University of Technology, his experience across technology, healthcare, and market research extends back to 2016\. As a certified Data Science and Business Analytics professional, he approaches complex projects with a results-oriented mindset, prioritizing individual excellence and collaborative success. [See Full Bio](https://www.selecthub.com/author/sagardeep-roy/) [ ](https://www.selecthub.com/author/akshay-parekh/) Technical Research by [Akshay Parekh](https://www.selecthub.com/author/akshay-parekh/) Principal Analyst Akshay is a highly analytical and detail-oriented Software Research Analyst with a proven track record of generating industry-standard templates for RTs, RFIs, pricing guides, LTSRs, and more across software categories like Big Data Analytics, BI, ETL, EDI, EHR, Endpoint Security and Medical Billing. He holds a Bachelor of Technology in Computer Science Engineering and an MBA in Marketing and Analytics from IBS Hyderabad. He loves to spend time exploring spirituality, reading books, and watching sports, especially cricket, tennis, MMA, and boxing. [See Full Bio](https://www.selecthub.com/author/akshay-parekh/) [ ](https://www.selecthub.com/author/hunter-lowe/) Edited by [Hunter Lowe](https://www.selecthub.com/author/hunter-lowe/) Content Editor Hunter Lowe is a Content Editor, Writer and Market Analyst at SelectHub. His team covers categories that range from ERP and business intelligence to transportation and supply chain management. Hunter is an avid reader and Dungeons and Dragons addict who studied English and Creative Writing through college. In his free time, you'll likely find him devising new dungeons for his players to explore, checking out the latest video games, writing his next horror story or running around with his daughter. [See Full Bio](https://www.selecthub.com/author/hunter-lowe/) Bergen AdairThe Best Business Intelligence Systems and the Different Types * ‹ * › ### Conversation ![Avatar](https://secure.gravatar.com/avatar/281d3616cf761f3582c0d76c23517846?s=32&d=mm&r=g) Write a response [Cancel reply](https://www.selecthub.com/business-intelligence/selecting-best-cloud-analytics-platform/#respond) Your message Your name \* Your email \* Website Save my name, email, and website in this browser for the next time I comment. Δ **Tier 1:** Fully/moderately supported out-of-the-box allowing for quick and easy deployment. Fully or moderately supported out-of-the-box with industry-leading capabilities and is immediately available after installation without needing any add-ons, integrations, or custom development. **Tier 2:** Supported with workarounds or add-ons that may require additional costs. Not directly available in the software, but can be accomplished using other built-in features, workarounds, or add-ons/products from the vendor with or without any additional cost. **Tier 3:** Requires partner integrations or custom development that is often at an additional cost. Requires additional integrations, plugins, marketplace applications from a third-party vendor, or custom development using the APIs, libraries, extensions, and development framework supported by the software, with or without any additional cost. 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Subsequently, invite submissions from vendors with an RFP (request for proposal).\nGo through the received proposals and start ranking sellers by matching their offerings to your requirements list. The higher a vendor scores, the more likely you\u2019ll want to reach out to them for demos and proofs-of-concept.\nDid you know our JumpStart Platform can save you hours of research with its scoring system? You can compare up to five software platforms featurewise and customize the scorecard to your needs and organization size.\nPost-demo, add up the scores to finalize your seller shortlist. Include the total cost of ownership (TCO) to assess which products match your needs and budget. 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