Page 3 | Best Data Analysis Software with a Free Trial of 2026

Zing Data

A flexible visual query builder lets you get answers in seconds. Analyze data from your phone or browser to work from anywhere. Natural language querying, powered by LLMs lets you ask questions using plain English. No desktop, SQL, or data scientist needed. Shared questions let you learn from team mates, and search for any questions asked across your organization. @mentions, push notifications, and shared chat bring the right people into the conversation and empower you to make data actionable. Easily copy and modify shared questions, export data, and change how charts are displayed to not just view somebody elses’s analysis, but instead make it your own. You can even turn on external sharing to provide access to partners outside your domain or for public datasets. Get the underlying data tables in two taps. Even run full on custom SQL with smart typeaheads to make quick work of joins, aggregations, and calculated fields.

Starting Price: $0

View Software

VirtlX

VirtlX is an AI-enabled B2B, SaaS platform that spots hidden profit leaks before they hit your bottom line. Stop Leaking Profit Through People and Process Gaps AI-driven cycle analyses multiple data sources & identifies issues Perceive customer signals → Reflect on employee feedback → Enrich with instant training - No L&D Team Required! All in one platform VirtlX is a fully customizable solution for multi-industry business performance, designed to assist businesses of all sizes. VirtlX delivers a strong ROI with quantifiable deliverables & insights to assist in decision-making towards a people-centric, successful business. Simple approach to customer and employee sentiment as well as in-house training. Cost-effective, scalable subscription model with flexible commitment terms. Understanding customer engagement, feedback, experience and loyalty patterns are key fundamentals necessary for a company’s marketing efforts to be successful.

Starting Price: $9.00 per month

View Software

StarTree

StarTree, powered by Apache Pinot™, is a fully managed real-time analytics platform built for customer-facing applications that demand instant insights on the freshest data. Unlike traditional data warehouses or OLTP databases—optimized for back-office reporting or transactions—StarTree is engineered for real-time OLAP at true scale, meaning: - Data Volume: query performance sustained at petabyte scale - Ingest Rates: millions of events per second, continuously indexed for freshness - Concurrency: thousands to millions of simultaneous users served with sub-second latency With StarTree, businesses deliver always-fresh insights at interactive speed, enabling applications that personalize, monitor, and act in real time.

Starting Price: Free

View Software

Treblle

Treblle is a federated API Intelligence platform built for enterprises that need full visibility, control, and security over their APIs. With a single integration, Treblle provides real-time API Discovery, Observability, Analytics, Governance, Runtime Security, and Developer Portals. It supports on-prem and private cloud deployments to meet strict compliance and data privacy requirements. Treblle helps teams shift left by surfacing API issues early in development and ensuring consistency across environments. Its AI-powered Integration Assistant simplifies onboarding and reduces manual effort. Trusted by global enterprises and recognized over 15 times by Gartner, Treblle accelerates innovation while giving you complete control over your API landscape.

Starting Price: $25 per month

View Software

Scoop Analytics

Scoop is the best thing to happen to data since the spreadsheet. Unlock all of your business data in an instant. Scoop lets you combine and analyze data from anywhere to power better decisions. Forget all the tools and resources it takes to get answers out of your data. Scoop takes you from data collection to spreadsheet analysis to visual data stories, all in a single platform. Automatically collect data from your business applications to combine and blend together. Any application can push data into Scoop, with no limited pre-built connectors or custom APIs. Create master datasets to fuel analytics, visualizations, and more using your existing spreadsheets. Scoop automatically keeps your data up-to-date. Go from scooping up application data to prepping datasets in spreadsheets to analyzing and sharing visual data stories. No technical setup or data team is needed. Blend data from different sources and tell beautiful data stories based on live, sharable data.

Starting Price: $99/month

View Software

Style Intelligence

InetSoft

Style Intelligence by InetSoft is a complete business intelligence (BI) software platform that empowers companies to explore, analyze, monitor, report, and collaborate on critical business and operational data from disparate sources in real time. Its top features include a real-time data mashup Data Block architecture, professional atomic data block modeling tool, and database write-back option. Robust and easy to use, Style Intelligence is also fully scalable and offers granular security, multi-tenancy support, and multiple integrations. InetSoft's cloud flexible business intelligence solution delivers the benefit of cloud computing and software-as-a-service while giving you the maximum level of control. In terms of software-as-a-service, BI software is unique because it inherently depends on the data not being embedded in the application. InetSoft provides free expert fast-start mentoring that delivers the expertise even when no in-house dedicated BI expert is available.

Starting Price: $165/month

View Software

SnapStrat

SnapStrat delivers a customized end-to-end software solution for recurring strategic decisions that enables executives to make more informed trade-offs and then connects the decision to its execution incorporating data ingestion and transformation, scenario modeling, workflow and more. Sephora and Frontier Communications are among our customers. Typically, our customers want to digitally transform a decision process and associated workflow that is currently manual and/or sub-optimized. The current strategic decision-making process is inefficient, costly in terms of both time and money, and doesn't deliver the sense of certainty decision makers want. This results in diminished business value, wasted time, and organizational backlash.

View Software

Snowfly

Snowfly Performance Inc.

Our unique game-driven incentive, gamification, wellness, and engagement approach utilized in conjunction with our innovative software application, motivating rewards, and fully featured incentive services will enable your organization to create, implement, and manage an effective and engaging recognition, reward, and analytics program. Using features like badges, challenges, leaderboards, raffles, and a bunch of automation, you can create YOUR program. Snowfly provides industry module templates that allow you to take our decades of experience and make them your own. Then, add on our consulting and business services and have a program that not only engages your employees, automates your incentives, and provides Gamification but ALSO moves the needle and improves your bottom line. Don't settle on "checking the Gamification" box, use a program that will make a difference that your employees will use for YEARS. Come have some fun with Snowfly!

Starting Price: $5.00/month/user

View Software

Etlworks

Etlworks is a modern, cloud-first, any-to-any data integration platform that scales with the business. It can connect to business applications, databases, and structured, semi-structured, and unstructured data of any type, shape, and size. You can create, test, and schedule very complex data integration and automation scenarios and data integration APIs in no time, right in the browser, using an intuitive drag-and-drop interface, scripting languages, and SQL. Etlworks supports real-time change data capture (CDC) from all major databases, EDI transformations, and many other fundamental data integration tasks. Most importantly, it really works as advertised.

Starting Price: $300 per month

View Software

Trevor.io

Your Next-gen BI Tool. Enable your whole team to build reports, perform look ups, and get ad hoc answers from your data using a simple, intuitive query builder (or SQL). Easily create beautiful visualisations, dashboards and reports: - export into your favourite formats - send alerts via email, Zapier or to Slack - share internally with your team - share with your customers via embedded dashboards Trevor uses a secure, read-only transaction, and takes only 20 minutes to set up. dbt compatible.

Starting Price: Free

View Software

Singular

Singular empowers marketers to futureproof their growth with next-gen attribution and analytics. We provide a holistic solution that combines mobile attribution with industry-leading cost aggregation, flexible ROI analytics, and automatic loading directly into your BI tools. With Singular you are able to - Measure and report on all the channels you work with - Analyze ROI by combining attribution with leading cost aggregation - Track and analyze across the entire user lifecycle - Block more fraud with best-in-class fraud prevention - Monitor a single managed pipeline with a plug-and-play solution to extract, transform and load analysis-ready marketing data into your chosen data warehouse Top marketers from LinkedIn, Rovio, Microsoft, Lyft, Twitter, EA, and more, rely on Singular for a complete view of their marketing performance.

View Software

Pitchly

Pitchly doesn’t just display your data - we help you leverage it. We go beyond other enterprise data platforms to bring business data to life through our integrated warehouse-to-worker process. The future of work is data-driven, and content production is no exception. By transitioning repeatable content from manual to data-driven, accuracy and speed are enhanced, and workers are freed up to do higher value work. Producing data-driven content with Pitchly puts you in the driver's seat. Setup brand templates, build your workflow, and enjoy on-demand publishing with the reliability and consistency of real-time data-driven accuracy. Whether it's tombstones, case studies, bios, CVs, reports or any of the countless other content assets Pitchly clients produce, you can setup, manage and optimize all your assets in one easy content library.

Starting Price: $25 per user per month

View Software

Stata

StataCorp LLC

Stata delivers everything you need for reproducible data analysis—powerful statistics, visualization, data manipulation, and automated reporting—all in one intuitive platform. Stata is fast and accurate. It is easy to learn through the extensive graphical interface yet completely programmable. With Stata's menus and dialogs, you get the best of both worlds. You can easily point and click or drag and drop your way to all of Stata's statistical, graphical, and data management features. Use Stata's intuitive command syntax to quickly execute commands. Whether you enter commands directly or use the menus and dialogs, you can create a log of all actions and their results to ensure the reproducibility and integrity of your analysis. Stata also has complete command-line scripting and programming facilities, including a full matrix programming language. You have access to everything you need to script your analysis or even to create new Stata commands.

Starting Price: $48.00/6-month/student

View Software

Indigo DRS Data Reporting Systems

Indigo Scape DRS Data Reporting Systems

Indigo Scape DRS is an advanced Data Reporting and Document Generation System for Rapid Report Development (RRD) using HTML, XML, XSLT, XQuery and Python to generate highly compatible and content rich business reports and documents with HTML. Representing the ultimate in reporting software our advanced technology and reusable reporting system is a powerhouse in data reporting. Indigo DRS is totally unique in its ability to query in XQuery, Python and SQL and use data from multiple different sources and types simultaneously making it the only choice for demanding business, financial, scientific and engineering reporting. With advanced reporting features, unmatched functionality and effortless integration of this powerful software technology into your business you can be assured of having the best reporting capabilities!

Starting Price: $500 per month / user

View Software

Datameer

Datameer revolutionizes data transformation with a low-code approach, trusted by top global enterprises. Craft, transform, and publish data seamlessly with no code and SQL, simplifying complex data engineering tasks. Empower your data teams to make informed decisions confidently while saving costs and ensuring responsible self-service analytics. Speed up your analytics workflow by transforming datasets to answer ad-hoc questions and support operational dashboards. Empower everyone on your team with our SQL or Drag-and-Drop to transform your data in an intuitive and collaborative workspace. And best of all, everything happens in Snowflake. Datameer is designed and optimized for Snowflake to reduce data movement and increase platform adoption. Some of the problems Datameer solves: - Analytics is not accessible - Drowning in backlog - Long development

View Software

Jaspersoft

Cloud Software Group

Jaspersoft® commercial edition has everything you need to design and deliver any report you need. We’ve spent over two decades perfecting our platform so you can deliver the data visualizations and analytics your customers want, from high volumes of pixel perfect reports to self-service ad hoc reports and more. JasperReports Server provides a drag-and-drop environment that makes it easy to design, distribute and securely manage self-service ad hoc and other reports, dashboards, and visualizations. Jaspersoft Studio features the industry’s most advanced design environment, enabling you to create highly formatted, pixel-perfect designed reports and data visualizations. JasperReports® Web Studio is the web-based version of desktop Jaspersoft Studio. JasperReports IO is a reporting engine designed for modern cloud and microservices architectures allowing you to generate reports that are fast, highly interactive, and seamlessly embeddable into modern web applications.

View Software

Darwin

SparkCognition

Darwin is an automated machine learning product that enables your data science and business analytics teams to move more quickly from data to meaningful results. Darwin helps organizations scale the adoption of data science across teams, and the implementation of machine learning applications across operations, becoming data-driven enterprises.

Starting Price: $4000

View Software

RedTrack

RedTrack.io

RedTrack.io - digital advertising data company that enables ad tracking, measurement, and reporting all in one place. Created with focus on performance and usability, RedTrack covers the needs of affiliates, digital agencies, and ad tech companies.

Starting Price: $49.00/month

View Software

Toucan

Toucan is a customer-facing analytics platform that empowers organizations to drive engagement with the best end-user experience. From data connections to the distribution of insights anywhere they're needed, Toucan makes it easy. As a result, Toucan analytics are used 3x more than the industry average. Users can connect to any data, cloud-based or other, streaming or stored, with hundreds of connectors. Preparation of data is equally simple with data readiness features that lets business people perform tasks that would ordinarily require an expert. Visualization takes the form of “data storytelling” where every chart is accompanied by context, collaboration, and annotation so that users understand the “why” and not just the “what” of their data. Finally, deployment and management are made easy with one-touch deployment from staging to production, easy embedding, and publishing to any device.

View Software

DataMart

FluentPro Software Corporation

FluentPro DataMart is an advanced software for extracting data and reporting for Microsoft Project Online and Planner. It helps PMOs and Executives with business intelligence analytics, data visualization, trend analysis, and executive reporting. This solution extracts data to an SQL Server database without OData and SSIS packages usage. There are numerous advantages of using DataMart, for example: • It creates daily snapshots enabling to monitor and visualize historical data in Project Online. • The product provides an automatic SharePoint data centralization for easy reporting. • To access data updates faster, this software carries normalizing fields, prefilling lookup tables. • Along with DataMart visualization opportunities, customers can get over 25 pre-built Power Bi reports on projects, tasks, resources, and risks.

View Software

GAT Labs

Control your cloud environment as if it were on your own LAN with GAT’s powerful management and reporting capabilities! View all user files as if they were on a single Drive and all user Emails as if they were on a single server. Remove file shares or emails with the click of a button. Starting with GAT+ (our core tool) which gives you deeper domain understanding from data that’s otherwise overlooked — Enjoy outstanding data analysis covering all aspects of team operations and collaboration. GAT Shield not only ensures a 360° protective shield for your domain, its rich dashboard also displays every Chrome interaction in one place. Admins can also use GAT Shield to monitor almost every aspect of user behaviour while the user is online.

View Software

TC Analytics

TC Group Solutions

TC Analytics is a tool for Retail professionals that allows them to display the data collected by our people counting sensor regarding consumer behaviour at the point of sale in real time. Thanks to the monitoring of key management KPIs, you will be able to make decisions that will optimise your resources and maximise the return on your business. TC Analytics is equipped with the best technology on the market. VECTOR 4D sensors guarantee 99.5% reliability in people counting and offer a guarantee of success backed by 15 years of experience as well as the high satisfaction of our clients in more than 7,000 points of sale. Allows customer segmentation according to gender and age group. Identify the areas that attract the most attention by analysing customer behaviour at the point of sale.

Starting Price: $65 per month

View Software

EasyMorph

Many people use Excel, or VBA/Python scripts, or SQL queries for data preparation because they are not aware of better alternatives. EasyMorph is a purpose-built application with more than 150 built-in actions for fast and visual data transformation and automation without coding. With EasyMorph, you can walk away from obscure scripts and cumbersome spreadsheets, and bring your productivity to a whole new level. Retrieve data from databases, spreadsheets, emails and email attachments, text files, remote folders, corporate and cloud applications (e.g. SharePoint), and web (REST) APIs without programming. Use visual queries and tools to filter and extract exactly the data you need without asking the IT guys. Automate your routine operations with files, spreadsheets, websites and emails without writing a single line of code. Replace tedious repetitive tasks with a single button click.

Starting Price: $900 per user per year

View Software

Quark Analytics

In secure and manageable environment the user can quickly extract insights from data. You can gather the data through several formats and data types; create new variables; transform and select the cases of interest! You can examine and analyze data through proper data analysis for numerical and categorical variables. Check the results in a table or graphical manner. Explore the relationships between variables. Test the significance of the relationship. Correlations (Pearson, Spearman), Chi-Square tests, T-Test for independent Samples, Mann-Whitney, Anova, Kruskal-Wallis, and much more. You can easily select and calculate the most commonly measures of scale reliability. Test if the Dimensions on your data are consistent. Use Measures such as Cronbach Alpha Raw & Standardized, if item deleted, Guttman’s six, Intraclass correlation coefficients (ICC), and much more.

Starting Price: $29.90/month/user

View Software

Enhencer

Gauss Statistical Solutions

Reach robust & transparent audiences or lookalikes for your ads. Sell more with the most valuable Enhencer audiences on Facebook, Instagram and Google campaigns. Integrate your e-commerce website using Google Tag Manager or Shopify connect in minutes. Enhencer will automatically collect all your valuable website visitors’ data for you across all e-commerce platforms of choice. Enhencer’s self-learning AI-Engine will automatically predict and extract the most valuable visitors based on the website visitors’ behavior. Obtain the most relevant real-time retargeting and lookalike audiences for your brand and products to boost your ad campaigns on Facebook and Google Ads. Enhencer transparently presents the valuable audience segments in detail. This lets you understand what website behavior leads to a purchase. Real-time Enhencer audiences help you be up to date with the fast-paced and changing trends in the e-commerce ecosystem.

Starting Price: $79 per month

View Software

QueryStorm

Stormy Range Software

Use SQL, C#, and VB.NET right inside Excel to process data, build custom functions and automate workbooks. Code completion, syntax highlighting, code fixes, and much more. With QueryStorm's IDE, writing code is a breeze! Share your functions and automated workbooks with clients and colleagues. All they need to use them is the QueryStorm Runtime. Create your own Excel functions using SQL, C#, or VB.NET. Use them yourself, or publish them to share them with colleagues and clients! Add business logic to your workbooks to give them rich interactive behavior powered by .NET and SQL code. Make use of smart workbooks and custom functions built by your team as well as useful Excel extensions built by the community. Employ your technical skills in Excel to process data, build smart workbooks and write and share custom functions.

Starting Price: $5 per user per month

View Software

Hopsworks

Logical Clocks

Hopsworks is an open-source Enterprise platform for the development and operation of Machine Learning (ML) pipelines at scale, based around the industry’s first Feature Store for ML. You can easily progress from data exploration and model development in Python using Jupyter notebooks and conda to running production quality end-to-end ML pipelines, without having to learn how to manage a Kubernetes cluster. Hopsworks can ingest data from the datasources you use. Whether they are in the cloud, on‑premise, IoT networks, or from your Industry 4.0-solution. Deploy on‑premises on your own hardware or at your preferred cloud provider. Hopsworks will provide the same user experience in the cloud or in the most secure of air‑gapped deployments. Learn how to set up customized alerts in Hopsworks for different events that are triggered as part of the ingestion pipeline.

Starting Price: $1 per month

View Software

EZlytix

EZlytix LLC

EZlytix is a cloud-based Analytics in a box product. Our solution is designed for Mid-Market Manufacturing, Distribution, Retail organizations and small-mid size law firms. EZlytix integrates the data from various sources; ERPs (Infor, NetSuite, Syspro, Odoo and MS Dynamics), Salesforce, Magento, Law Practice Management Software (Clio Manage & Grow), Google Analytics, Facebook etc. and provide the business insights in the form pre-built dashboards and reports. Companies can use insights to understand customers, increase revenue, improve margins and gain efficiencies. Our battle-tested insight panels spring to life with information about your business. Simplified process for real time data transformation between various source(s), EZlytix allows you to spend more time analyzing and less time consolidating and preparing data. Now, maintain and enhance data without depending on IT.

Starting Price: $149 per user per month

View Software

Qrvey

Qrvey pioneered multi-tenant self-service analytics for SaaS companies and now leads the evolution toward AI-driven, autonomous analytics. With over 20 years of experience, we provide industry-leading guidance and support, ensuring our clients achieve their analytics goals. Qrvey is the partner of choice for SaaS leaders bringing AI-driven insight to their customers. About Qrvey Platform Qrvey is the embedded analytics platform designed specifically for SaaS companies. Qrvey offers insight, agility and growth. Insight for your customers · True self-service with unlimited customization · AI-driven insights · No-code workflow automation Agility for your product team · End-to-end embedded analytics platform · Native multi-tenant security · Flexible multi-cloud deployments Growth for your business · Flat-rate pricing for scale · Unmatched monetization opportunities · Embedded services

View Software

MyDataModels TADA

MyDataModels

Deploy best-in-class predictive analytics models TADA by MyDataModels helps professionals use their Small Data to enhance their business with a light, easy-to-set-up tool. TADA provides a predictive modeling solution leading to fast and usable results. Shift from days to a few hours into building ad hoc effective models with our 40% reduced time automated data preparation. Get outcomes from your data without programming or machine learning skills. Optimize your time with explainable and understandable models made of easy-to-read formulas. Turn your data into insights in a snap on any platform and create effective automated models. TADA removes the complexity of building predictive models by automating the generative machine learning process – data in, model out. Build and run machine learning models on any devices and platforms through our powerful web-based pre-processing features.

Starting Price: $5347.46 per year

View Software

Best Data Analysis Software with a Free Trial - Page 3

Compare the Top Data Analysis Software with a Free Trial as of April 2026 - Page 3

Zing Data

VirtlX

StarTree

Treblle

Scoop Analytics

Style Intelligence

SnapStrat

Snowfly

Etlworks

Trevor.io

Singular

Pitchly

Stata

Indigo DRS Data Reporting Systems

Datameer

Jaspersoft

Darwin

RedTrack

Toucan

DataMart

GAT Labs

TC Analytics

EasyMorph

Quark Analytics

Enhencer

QueryStorm

Hopsworks

EZlytix

Qrvey

MyDataModels TADA

Best Data Analysis Software with a Free Trial - Page 3

Compare the Top Data Analysis Software with a Free Trial as of April 2026 - Page 3

Zing Data

VirtlX

StarTree

Treblle

Scoop Analytics

Style Intelligence

SnapStrat

Snowfly

Etlworks

Trevor.io

Singular

Pitchly

Stata

Indigo DRS Data Reporting Systems

Datameer

Jaspersoft

Darwin

RedTrack

Toucan

DataMart

GAT Labs

TC Analytics

EasyMorph

Quark Analytics

Enhencer

QueryStorm

Hopsworks

EZlytix

Qrvey

MyDataModels TADA

Related Categories