Best Predictive Analytics Software for Cloud
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Compare the Top Predictive Analytics Software for Cloud as of October 2026
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What is Predictive Analytics Software for Cloud?
Predictive analytics software uses statistical algorithms and machine learning techniques to analyze historical data and predict future outcomes. It helps businesses identify patterns, trends, and potential opportunities or risks, allowing for more informed decision-making. By processing large volumes of data, the software can forecast demand, customer behavior, and market shifts. It often includes visualization tools to present predictions in an easy-to-understand format for stakeholders. With predictive analytics, companies can optimize strategies, improve efficiency, and enhance customer experiences by anticipating needs before they arise. Compare and read user reviews of the best Predictive Analytics software for Cloud currently available using the table below. This list is updated regularly.
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1
Google Cloud BigQuery
Google
BigQuery is a powerful tool for predictive analytics, enabling businesses to leverage historical data to forecast future trends and behaviors. By integrating with machine learning tools like BigQuery ML, users can build and deploy predictive models directly within the platform. BigQuery’s performance and scalability make it easy to analyze large datasets quickly, helping businesses generate actionable insights for decision-making. New users can take advantage of $300 in free credits to explore BigQuery’s predictive analytics capabilities and build custom models that provide valuable forecasts. This functionality is essential for organizations seeking to improve their strategic planning and gain a competitive edge.Starting Price: Free ($300 in free credits) -
2
TIMi
TIMi
The most efficient, sovereign & unified "on-premise" data platform available today. Think about the Azure data platform, but on steroids and 100% Sovereign. TIMi is an ethical solution: Zero Lock-In: We gain your trust through exceptional performance and service, not artificial vendor lock-in Fair price & No hidden fees & No price hikes TIMi is a leader in these fields: Data Preparation/ETL/BPA/BPM/ESB - automate the most complex tasks without code - Connect to everything: Sharepoint, SAP, Salesforce, Facebook, GAds, etc. BigData - 1 TIMi-server is faster than 267 Spark-servers - Process any volumetry at negligible infrastructure cost. Process billions of rows in a matter of seconds on a standard 2K€ server. - manage peta-byte Data Lakes AI/ML: We invented the 1st Auto-ML tool in 2007 TIMi is a horizontal solution used in any industry: Manufacturing, Telecoms, Banks, Supermarket chains, Defense, Gov. Also available in EU-hosted sovereign cloud.Starting Price: 499 €/Month -
3
Mapp Marketing Cloud
Mapp
Mapp helps marketers build personalized customer experiences through our SaaS platform, Mapp Marketing Cloud. Our powerful technology combines AI-powered digital analytics and marketing automation to collect and unify customer data, extract insights, and trigger personalized campaigns across email, SMS, app, and your website.Starting Price: $3050/month -
4
datapine
RIB Software GmbH
datapine’s business intelligence and dashboard software helps people to turn data into actionable insights and make data-driven decisions in real-time. A user-friendly drag & drop interface empowers managers to data scientists to visualize and analyze complex data by asking important business questions and receiving answers immediately. It offers a wealth of innovative analytics features like predictive analytics and dynamic, interactive business dashboards for modern, KPI driven businesses. Dozens of fast and easy data connectors to all common data sources (databases, flat files, social media, marketing analytics, CRM, ERP, helpdesk etc.) and a wealth of pre-build dashboard templates for different business functions (marketing, sales, management, HR etc.), industries (retail, logistics, healthcare, market research etc.) and platforms (Google Analytics, Facebook, Twitter, Zendesk etc.) help new users to get started quickly. datapine is a RIB Software GmbH solution.Starting Price: $249.00/month -
5
Quaeris
Quaeris, Inc.
Align analytics to your everyday business workflows. Your business relies on people, data and documents, but the process of using them is broken. QuaerisAI enables seamless downstream workflows across your People, Documents and Data Assets. Use natural language search on data, documents and collaborate in private or within Communities - all in one platform! QuaerisAI offers time savings of at-least 30 minutes to an hour/day/resource - imagine the productivity enhancements you give your users without the expense of buying and consolidating a bunch of AI tools. Quaeris can be rolled out to team of 10s or 1000s of users seamlessly within a matter of days - without much need of IT, and that is why IT & data teams love us!Starting Price: $100 per month -
6
Briq
Briq
With Briq you can expect predictable profits, reduced workload and accurate data for well-informed business decisions. Massive spreadsheets, out-of-date data, and slow processes — it’s all holding your business back from its full potential. Briq can modernize your business with automated workflows, smart data-entry bots and simplified financial processes. Accounting, project management, and CRM systems digitize the corners of your business, but they can create a void in the center of how you run your business. Unify your systems through Briq. We have a culture of innovation. Our solutions are modern and cutting-edge. We build with you. Our experts partner with your finance group. We are dedicated to your success. Our platform drives better business outcomes. -
7
Neural Designer
Artelnics
Neural Designer is a powerful software tool for developing and deploying machine learning models. It provides a user-friendly interface that allows users to build, train, and evaluate neural networks without requiring extensive programming knowledge. With a wide range of features and algorithms, Neural Designer simplifies the entire machine learning workflow, from data preprocessing to model optimization. In addition, it supports various data types, including numerical, categorical, and text, making it versatile for domains. Additionally, Neural Designer offers automatic model selection and hyperparameter optimization, enabling users to find the best model for their data with minimal effort. Finally, its intuitive visualizations and comprehensive reports facilitate interpreting and understanding the model's performance.Starting Price: $2495/year (per user) -
8
Fieldcode
Fieldcode
Fieldcode is an AI-powered Zero-Touch Field Service Management platform that automates field service operations from request to resolution. With a strong focus on IT and Telecom service providers, Fieldcode helps organizations run their own engineers, subcontractors, and service partners as one workforce. The platform uses automation and AI-powered service actions to support scheduling, dispatching, route optimization, SLA management, parts logistics, and field workflows. Work can be assigned based on skills, availability, location, priority, SLAs, parts, and service requirements. IT use cases include break/fix, IMAC, device swaps, installations, maintenance, and multi-site support. Telecom use cases include FTTH/FTTx, CPE, network maintenance, and fault restoration. Additional capabilities include offline mobile workflows, customer self-service, asset and inventory management, Voice AI, and integrations with ITSM, ERP, CRM, OSS/BSS, and other business systems.Starting Price: $25 per user per month -
9
Visier
Visier
Visier offers a comprehensive People Data Platform designed to transform raw HR and people data into actionable insights, facilitating data-driven decision-making across organizations. The platform integrates various components, including a centralized People Data Warehouse, data enrichment tools, Extract, Load, Transform (ELT) capabilities, and analytics powered by Generative AI (Vee). These features enable organizations to harmonize data, enhance data quality, and deliver intuitive analytics at scale. Visier emphasizes scalability, security, and seamless integration, supporting organizations in adapting to change and elevating performance through AI-driven insights. -
10
ABBYY Timeline
ABBYY
ABBYY Timeline is a Process Intelligence platform that allows businesses to use the information contained within their systems to create a visual model of their processes, analyze them in real time to identify bottlenecks, and predict future outcomes to facilitate decision-making of technology investments. The vast majority of process execution today is tracked, managed, and performed through any number of IT systems of record. That means you already have a record of just about every aspect of any of your processes. You just need the right tool to recreate an end-to-end view of process execution. Traditional business intelligence tools, dashboards, and reports can’t create this for you. ABBYY Timeline can. When properly ingested, merged, and analyzed, this wealth of data can be used to discover patterns and insights that illuminate paths to better customer experiences and new operational efficiencies.Starting Price: $1000 per month -
11
Allstacks
Allstacks
Allstacks uses machine learning models to analyze SDLC data for delivery risks and projected outcomes for engineering leaders. Our value stream intelligence platform illuminates insights across all your projects and tools. We gather and analyze past work data and behavior from the tools your team is already using, like Jira, GitHub, and Bitbucket. Getting started takes less than two minutes. Allstacks aggregates all of your tools and data into a single platform so you can accelerate your engineering team’s ability to ship great software.Starting Price: $400/per contributor per year -
12
Pecan
Pecan AI
Founded in 2018, Pecan is a cutting-edge predictive analytics platform that leverages its pioneering Predictive GenAI technology to eliminate obstacles to AI adoption. Pecan democratizes predictive modeling by enabling data and business teams to harness its power without the need for extensive expertise in data science or data engineering. Guided by Predictive GenAI, the Pecan platform empowers users to rapidly define and train predictive models tailored precisely to their unique business needs. Automated data preparation, model building, and deployment accelerate AI success. Pecan's proprietary fusion of predictive and generative AI quickly delivers meaningful business impact, making AI adoption more accessible, efficient, and impactful than ever before.Starting Price: $950 per month -
13
A7 IoB
Alpha7
View all business data in a single workspace with A7 IoB, an intuitive digital dashboard. A7 IoB allows users to control their biggest asset: business data. This enables them to make smarter data-driven decisions. A7 IoB enables users to connect with business applications and spreadsheets, create or select KPIs, and visualize data. -
14
Criteo
Criteo
Criteo is the global platform connecting the commerce ecosystem for brands, agencies, retailers, and media owners. Its AI-powered advertising platform has unique access to more than $1 trillion in annual commerce sales—powering connections with shoppers, inspiring discovery, and enabling highly personalized experiences. With thousands of clients and partnerships spanning global retail to digital commerce, Criteo delivers the technology, tools, and insights businesses need to drive performance and growth. Our Commerce Media Platform includes: *Commerce Growth: A performance marketing platform for DTCs and ecommerce sites *Commerce Yield: A retail media monetization platform for global retailers *Commerce Max: A retail media DSP for brands and agencies *Commerce Grid: A commerce-focused SSP for media ownersStarting Price: $0.01 -
15
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 -
16
Xybion LIMS
Xybion
Xybion LIMS (formerly Labwise XD) is an all-inclusive LIMS, ELN, QMS, and DMS. Xybion LIMS drives lab workflows, instills consistency, improves data quality, and supports regulatory compliance with a complete laboratory management solution that connects with your operating systems with powerful laboratory information management and analytics. Xybion LIMS creates optimized workflows for the unique business needs of all regulated laboratories including research, diagnostics, quality control, stability studies, and more. -
17
Valohai
Valohai
Models are temporary, pipelines are forever. Train, Evaluate, Deploy, Repeat. Valohai is the only MLOps platform that automates everything from data extraction to model deployment. Automate everything from data extraction to model deployment. Store every single model, experiment and artifact automatically. Deploy and monitor models in a managed Kubernetes cluster. Point to your code & data and hit run. Valohai launches workers, runs your experiments and shuts down the instances for you. Develop through notebooks, scripts or shared git projects in any language or framework. Expand endlessly through our open API. Automatically track each experiment and trace back from inference to the original training data. Everything fully auditable and shareable.Starting Price: $560 per month -
18
Qrvey
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 -
19
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 -
20
MindsDB
MindsDB
MindsDB is an AI data solution that enables humans, AI, agents, and applications to query data in natural language and SQL, and get highly accurate answers across disparate data sources and types. MindsDB connects to diverse data sources and applications, and unifies petabyte-scale structured and unstructured data. Powered by an industry-first cognitive engine that can operate anywhere (on-prem, VPC, serverless), it empowers both humans and AI with highly informed decision-making capabilities. Our Values: - Connect to a wide range of data sources and applications using a single interface and language using the Federated query engine. - MindsDB's Knowledge Base unifies and makes sense of structured and unstructured data. - Minds "Cognition" understands, plans, finds, and retrieves the best data to respond to questions while offering full transparency of their thoughts and user actions to IT/operators. MindsDB offers AI solutions for Open Source and Minds Enterprise. -
21
Explorium
Explorium
Explorium offers a first-of-its-kind data science platform powered by automatic data discovery and feature engineering. By automatically connecting to thousands of external data sources (premium, partner, and public) and leveraging machine learning to distill the most impactful signals, the Explorium platform empowers data scientists and business leaders to drive decision-making by eliminating the barrier to acquiring the right data and fueling superior predictive power. Try it for free at www.explorium.ai/free-trialStarting Price: $50K/year -
22
ShiftWorx
FreePoint Technologies Inc.
FreePoint Technologies' ShiftWorx is a unique grouping of modules that provide an end-to-end solution for continuous improvement across the production floor. ▪ Production Management - Real-time information on machine performance, jobs, and operator workforce. ▪ Performance Analysis - Metrics at the machine, line or plant for historical, situational and predictive insights. ▪ Quality & Compliance - Benchmarking, standards and procedures to meet audit and compliance regulations. ▪ Team Member Development & Performance - Operators have better tools for creating value added work. ShiftWorx provides a ‘holistic’ shopfloor management platform that when applied in whole or in succession affords manufacturers a production optimization solution backed by Toyota Production System (TPS) consulting expertise. Measure, Analyze, and Improve with ShiftWorx! Contact us for a complimentary consultation from our TPS experts! Schedule a software demo specific to your Industry today!Starting Price: $125 -
23
FunnelTap
SaaSMQL
FunnelTap is a platform that allows you to track and forecast marketing and sales funnels. You can create campaign scenarios and adjust variables to see how your funnel would be impacted. For example, if you just spent $20,000 on Google Ads and generated 45 leads and 5 new customers, what would happen if your cost-per-click (CPC) would increase from $6 to $9? What if instead of $20,000, next quarter you spend $75,000? What if your deal size increases? With FunnelTap you can save your hypothetical scenarios and later compare them with the actual campaigns. You can't improve what you are not tracking. Use FunnelTap to map your funnel conversion rates, and create forecasts based on different variables. Create different scenarios by modeling budget, conversion rates, cost-per-click, and customer value. Keep all your crucial metrics always in front of you. Play with your funnel variables to visualize worst and best-case scenarios.Starting Price: $39 per month -
24
SmartProtect
SmartProtect Public Safety Solutions
SmartProtect leverages advanced technology to revolutionize staffing solutions—our predictive models utilize real-time data to ensure staffing decisions are objective and efficient, moving away from the traditional, subjective policy-driven approaches. This innovation not only optimizes resource management but also enhances the overall safety and responsiveness of public safety teams. - Streamlined Staff Management - Enhanced Resource Allocation - Improved Recruitment and Retention -
25
Anodot
Anodot
Anodot applies AI to deliver autonomous analytics in real-time, across all data types, at enterprise scale. Unlike the manual limitations of traditional Business Intelligence, we provide analysts mastery over their business with a self-service AI platform that runs continuously to eliminate blind spots, alert incidents, and investigate root causes. Our platform uses patented machine learning algorithms to isolate issues and correlate them across multiple parameters. This helps eliminate business insight latency and supports smart, rapid business decision-making. Anodot has nearly 100 customers in digital transformation industries like eCommerce, FinTech, AdTech, Telco, Gaming, including Microsoft, Lyft, Waze, and King. Founded in 2014, Anodot is headquartered in Silicon Valley and Israel, with Sales offices worldwide. -
26
indico
Indico Data Solutions
Unstructured data is buried across your company, out of reach of traditional automation, BI and analytics solutions. The Indico Platform structures this data, enabling you to build innovative, mission-critical enterprise workflows that maximize opportunity, reduce risk, and accelerate revenue. Automate the intake and understanding of unstructured documents, emails, images, videos and much more. Apply this data, creating new application experiences to transform manual and inefficient processes into powerful solutions that solve complex business challenges. Analyze unstructured data, extracting actionable business insights and intelligence. The Indico Platform unlocks the value inside unstructured data to allow you to streamline the next level of non-value-add tasks to be your unfair advantage in digital transformation. -
27
MobEye
Mobeye
Mobeye develops solutions to enable you to identify and activate your in-store growth levers. By bringing together the best of new technologies and consumer market expertise, Mobeye offers its customers innovative solutions with very high added value. We are convinced that the speed of execution, measurement, and reaction is an essential component of operational excellence. View your point-of-sale execution in real-time and optimize the performance of your products in any distribution network. With granular information at the store, use actionable data at all levels: national, regional, and by store. Identify your in-store growth levers thanks to Insights studies, covering all your channels in record time. Optimize the visits of your field teams and delegate the findings to our community with the Focus application. -
28
Qymatix Predictive Sales
Qymatix Solutions GmbH
Qymatix is an AI startup helping B2B companies transform sales data into insights that support profitable growth. The artificial intelligence-based Qymatix Predictive Sales Software provides analytics for cross-selling, churn risk and pricing in traditional and digital channels. Qymatix Solutions GmbH has developed a unique cloud technology that combines data models for machine learning, artificial intelligence, and HTML5 data visualisation for ERP and CRM Systems. This advanced predictive sales analytics software enables sales managers in business-to-business to perform cross-selling, churn prevention and pricing analytics in one click.Starting Price: Ask us. -
29
Maroon.ai
Maroon.ai
We enable commercial lenders globally to accurately assess the application creditworthiness and manage customer risk by deploying powerful, compliant credit models in an integration-friendly platform. Customizable dashboard for exec management, credit analyst and compliance teams. Calibrated for the probability of default and early-stage Delinquencies. Easy plug-n-play integrations and flexible deployment models. Deep learning models produce insights from disparate datasets. Access rolled-up risk assessment reports. Effective sales augmentation through leveraging our data cloud and predictive models to discover high propensity prospects and create winning engagement strategies through predictive intelligence and intent data. Deep account intelligence for over 16m businesses globally. Predictive scoring using custom modeling and intent generation. Access org charts and executive profiles. Integrates into your existing workflows.Starting Price: $499 per month -
30
Analytic Solver
Frontline Systems
Analytic Solver Optimization - 100% upward compatible from the Excel Solver - handles every type and size of the conventional optimization problem (without uncertainty). Unlike other optimization software, it algebraically analyzes your model structure and maximally exploits multiple cores in your PC. You can solve nonlinear models 10 times larger, and linear models 40 times larger than the Excel Solver, get solutions much faster – and plug-in Solver Engines to handle up to millions of variables! Analytic Solver Simulation gives you easy-to-use, powerful Monte Carlo simulation and risk analysis, decision trees, and simulation optimization using Frontline’s advanced Evolutionary Solver. With 60 probability distributions plus compound distributions, automatic distribution fitting, rank-order and copula-based correlation, 80 statistics, risk measures and Six Sigma functions, multiple parameterized simulations and more.
