Top Free Predictive Analytics Software - Page 2

How Many Predictive Analytics Software Products Does G2 Track?

Total Products under this Category: 425

Category Stats (Oct 2026)

  • Average Rating: 4.44/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Salesloft (+1.52%) - Among all products in this category, Salesloft recorded the largest rating increase compared to last month

Last updated: October 15, 2026

How Does G2 Rank Predictive Analytics Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 32,200+ Authentic Reviews
  • 425+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Predictive Analytics Software

G2 Grid® for Predictive Analytics Software plotting products by satisfaction and market presence

Highlighted products: Tableau, Salesloft, SAS Viya, IBM Cognos Analytics, Adobe Analytics, Google Cloud BigQuery, Amazon Quick, and Pure1 AIOps.

Underlying data: [Grid® JSON](https://www.g2.com/categories/predictive-analytics/grids.json?focus%5B%5D=tableau&focus%5B%5D=salesloft&focus%5B%5D=sas-sas-viya&focus%5B%5D=ibm-cognos-analytics&focus%5B%5D=adobe-analytics&focus%5B%5D=google-cloud-bigquery&focus%5B%5D=amazon-quick&focus%5B%5D=pure1-aiops)

Analytica

Analytica® is ideal for decision-makers who need the power of statistical tools combined with digital whiteboards. This way, everyone can visualize and understand how all of the factors, decisions, constraints, risks and objectives influence one another. This results in superior scenario planning, portfolio management, risk and financial modeling - especially for complex and dynamic problems. More reasons why Analytica® is consistently the all-in-one tool of choice: - Intelligent Arrays™ to gracefully handle multiple dimensions of data - Multiple options for risk management including Monte Carlo simulations - Powerful built-in tools for system dynamics, including feedback loops - Analyzing data and recommending a built-in solver for optimization - 3rd-party optimization solvers and managing results in our visual interface - Bi-directional integrations with Excel, databases and Python libraries - Quickly find and predict model errors and unintended feedback loops - Publish to the cloud for collaborating and making available to customers. The new clarity our visual interface brings also helps makes predicting model errors and unintended feedback loops much easier to identify. Analytica® is designed and supported by a friendly and responsive staff at Lumina Decision Systems Inc.

Average Rating: 4.8/5.0

Total Reviews: 32

How Do G2 Users Rate Analytica?

  • Has the product been a good partner in doing business?: 8.7/10 (Category avg: 8.9/10)
  • Algorithms: 9.8/10 (Category avg: 8.6/10)

Who Is the Company Behind Analytica?

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 67% Small, 18% Large

What Do G2 Reviewers Say About Analytica?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use in Analytica, highlighting its powerful integration and visual programming capabilities.
  • Users appreciate the powerful data manipulation and integration, making Analytica ideal for high-volume modeling.
  • Users praise Analytica's robust functionality, highlighting excellent real-time analytics and user-friendly reporting features.
  • Users value the accuracy of Analytica, consistently obtaining precise results that enhance their risk management efforts.
  • Users value the intuitive interface of Analytica, enhancing their experience with effortless navigation and usability.
Cons
  • Users find the dated interface of Analytica in need of modernization to enhance their overall experience.
  • Users find the interface outdated and believe it needs an upgrade to enhance overall usability and speed.
  • Users face connectivity issues with Analytica, hindering their ability to work effectively without stable Internet.
  • Users are frustrated by compatibility issues with other operating systems that limit the effectiveness of Analytica.
  • Users face internet dependency challenges with Analytica, making data work difficult during connectivity issues.

What Are Recent G2 Reviews of Analytica?

What Are G2 Users Discussing About Analytica?

KNIME

KNIME helps everybody make sense of data. Its free and open source KNIME Analytics Platform enables anyone — whether they come from a business, technical or data background — to intuitively work with data, every day. KNIME Business Hub is the commercial complement to KNIME Analytics Platform and enables users to collaborate on data science and share insights across the organization. Together, the products support the complete data science lifecycle, allowing teams at all levels of analytics readiness to support the operationalization of data and to build a scalable data science practice.

Average Rating: 4.5/5.0

Total Reviews: 125

How Do G2 Users Rate KNIME?

  • Has the product been a good partner in doing business?: 8.5/10 (Category avg: 8.9/10)
  • AI Text Summarization: 7.6/10 (Category avg: 8.1/10)
  • Algorithms: 8.2/10 (Category avg: 8.6/10)
  • AI Text Generation: 7.6/10 (Category avg: 8.1/10)

Who Is the Company Behind KNIME?

  • Seller: KNIME
  • Company Website:
  • Year Founded: 2008
  • HQ Location: Zurich, Switzerland
  • Twitter: @knime
    7,998 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    245 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Higher Education
  • Company Size: 43% Large, 31% Medium

What Do G2 Reviewers Say About KNIME?

AI-generated summary from verified user reviews

Pros
  • Users find KNIME's ease of use enhances productivity, enabling even non-technical individuals to build workflows effortlessly.
  • Users find KNIME's coding ease remarkable, enabling effortless workflows without requiring extensive technical skills.
  • Users find KNIME to be an easy-to-learn platform, enabling quick workflow creation without coding skills.
  • Users find KNIME easy to learn and start delivering results, thanks to its intuitive visual workflow interface.
  • Users love the easy and intuitive data visualization capabilities of KNIME, enhancing understanding and communication of data insights.
Cons
  • Users find the initial learning curve challenging, especially for those unfamiliar with data science concepts and visual programming.
  • Users face memory usage issues with KNIME, leading to slow performance, especially with larger files and operations.
  • Users report storage limitations with KNIME, leading to performance issues and difficulties with large datasets.
  • Users note that data management issues hinder their experience, especially with file handling and certain databases.
  • Users find the lack of learning resources for KNIME to be a significant barrier to effective usage.

What Are Recent G2 Reviews of KNIME?

What Are G2 Users Discussing About KNIME?

ManageEngine Analytics Plus

https://www.manageengine.com/analytics ManageEngine Analytics Plus is an AI-powered IT analytics and decision intelligence platform that transforms complex IT data into actionable strategies. It delivers unified visibility, predictive intelligence, and strategic decision-making across every layer of IT. By combining decision intelligence, GenAI, and no-code ML, IT teams can find hidden dependencies and inefficiencies, implement corrective strategies, and optimize performance across the entire IT stack. With contextual intelligence embedded across IT applications, the platform delivers actionable insights, expedites root cause analysis, and predicts outcomes through intuitive, no-code interactions. With Zia, Analytics Plus’ AI-powered assistant, gain instant insights, surface key drivers behind trends, and receive contextual recommendations to guide faster decision-making. With agentic AI-driven analytics and cross-domain insights, real-time IT intelligence is seamlessly woven into workflow orchestrations—no specialized expertise required. Create powerful, interactive dashboards and reports using Zia, and with intuitive drag-and-drop tools. Access a rich library of prebuilt dashboards and reports tailored for varied IT use cases such as monitoring network performance, detecting security anomalies, and optimizing technician efficiency, helping teams get started quickly and make faster data-driven decisions. With support for both cloud and on-premises deployments and 250+ integrations, including with the ManageEngine suite, Analytics Plus adapts to diverse organizational needs. Its enterprise-grade scalability, security, and governance framework ensure reliable performance and scalability across complex IT environments.

Average Rating: 4.4/5.0

Total Reviews: 13

How Do G2 Users Rate ManageEngine Analytics Plus?

  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 8.9/10)

Who Is the Company Behind ManageEngine Analytics Plus?

  • Seller: Zoho
  • Year Founded: 1996
  • HQ Location: Austin, TX
  • Twitter: @Zoho
    137,880 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    30,913 employees on LinkedIn®
  • Phone: +1 (888) 900-9646

Who Uses This Product?

  • Company Size: 54% Large, 38% Medium

What Do G2 Reviewers Say About ManageEngine Analytics Plus?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the dynamic and modern dashboards of ManageEngine Analytics Plus, enhancing their data visualization experience.
  • Users appreciate the ease of use of ManageEngine Analytics Plus, finding its features intuitive and efficient for their needs.
  • Users appreciate the easy integrations of ManageEngine Analytics Plus, enhancing functionality and delivering valuable insights seamlessly.
  • Users value the seamless integrations of ManageEngine Analytics Plus, enhancing insights and overall functionality significantly.
  • Users appreciate the dynamic dashboards and effective governance of ManageEngine Analytics Plus, enhancing data management experiences.

What Are Recent G2 Reviews of ManageEngine Analytics Plus?

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Black Crow AI

Black Crow AI is a Shopify app that predicts shopping behavior patterns to efficiently acquire and reach more customers across digital marketing channels. We empower e-commerce brand growth by unlocking the hidden value in the customer data you already own.

Average Rating: 4.8/5.0

Total Reviews: 12

How Do G2 Users Rate Black Crow AI?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 8.9/10)
  • Algorithms: 9.6/10 (Category avg: 8.6/10)

Who Is the Company Behind Black Crow AI?

  • Seller: Black Crow AI
  • HQ Location: New York, NY
  • Twitter: @BlackCrowAI
    288 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    73 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 58% Small, 33% Medium

What Are Recent G2 Reviews of Black Crow AI?

Forwrd

Struggling to keep your scoring models up to date every time marketing campaigns or product features are launched? Meet Forwrd, the easiest way to build accurate scoring models that literally become smarter every day, learning from new data in real time. Build a self-learning scoring model that automatically identifies new conversion-impacting factors in your data and updates itself, without any manual work. Scores can be pushed into the business apps employees use daily (e.g., SFDC, HubSpot, Slack) to enable frontline employees to focus on their best prospects and customers. ✅ No more manual updates to your scoring method as your marketing evolves. ✅ Your model gets smarter every day by learning from fresh data. ✅ Accurate scoring means focusing on your AAA leads. ✅ Connect your CRM, HubSpot, product analytics, ticketing system, and more! ✅ No need for analysts or data teams. There's a reason B2B SaaS leaders like Jasper.ai, AppsFlyer, and WalkMe use Forwrd to focus on their best leads, MQLs, PQLs, SQLs, and customers. – "4X more PQLs", PowToon – "48% more opportunities", AppsFlyer – "21% more qualified pipeline", Totango – "31% better retention", WalkMe

Average Rating: 4.8/5.0

Total Reviews: 32

How Do G2 Users Rate Forwrd?

  • Has the product been a good partner in doing business?: 9.8/10 (Category avg: 8.9/10)
  • AI Text Summarization: 5.0/10 (Category avg: 8.1/10)
  • Algorithms: 8.1/10 (Category avg: 8.6/10)
  • AI Text Generation: 5.0/10 (Category avg: 8.1/10)

Who Is the Company Behind Forwrd?

  • Seller: Forwrd
  • Year Founded: 2021
  • HQ Location: Tel Aviv-Yafo, IL
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 66% Medium, 16% Small

What Do G2 Reviewers Say About Forwrd?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Forwrd, praising its intuitive interface and streamlined onboarding process.
  • Users love the ease of building machine learning models with Forwrd, allowing for quick iterations and accurate results.
  • Users commend Forwrd for its seamless onboarding and integration, alongside exceptional support and intuitive data analysis tools.
  • Users find Forwrd's intuitive dashboard incredibly helpful for easy model iteration and effective data quality assessment.
  • Users rave about the automation capabilities of Forwrd, enabling swift and efficient machine learning model creation without coding.
Cons
  • Users often face learning difficulties with unclear definitions and require assistance to fully utilize Forwrd's features.

What Are Recent G2 Reviews of Forwrd?

Epsilon3

Epsilon3 is the first AI-powered procedure and resource management tool designed for teams that engineer, build, test, and operate advanced products and systems. ✔ Standardize & Optimize Processes Our interoperable procedure execution system replaces inefficient checklists managed with paper, spreadsheets, docs, and outdated planning tools. Automatically track every step to ensure quality, consistency, and traceability. ✔ Fuel Rapid Iteration & Innovation Built-in version control, conditional workflows, and real-time data synchronization keep stakeholders on the same page. Enable continuous improvement and quick, data-driven decisions to stay far ahead of the competition. ✔ Streamline & Scale Operations Securely integrate siloed systems and automate repetitive, error-prone tasks to boost productivity and prevent delays. Simplify training, reduce costs, and maintain efficiency as your operations expand to meet demand. Epsilon3 is trusted by industry leaders like NASA, Blue Origin, Firefly Aerospace, Sierra Space, Redwire, Shift4, AeroVironment, Commonwealth Fusion Systems, and other commercial and government organizations. The company and platform were built by engineering leaders from SpaceX, NASA, and Google. Learn how: https://www.epsilon3.io/

Average Rating: 4.2/5.0

Total Reviews: 259

How Do G2 Users Rate Epsilon3?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 8.9/10)
  • AI Text Summarization: 8.9/10 (Category avg: 8.1/10)
  • Algorithms: 8.3/10 (Category avg: 8.6/10)
  • AI Text Generation: 8.3/10 (Category avg: 8.1/10)

Who Is the Company Behind Epsilon3?

  • Seller: Epsilon3
  • Company Website:
  • Year Founded: 2021
  • HQ Location: Los Angeles, California
  • Twitter: @Epsilon3Inc
    1,068 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    37 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Customer Service Representative
  • Top Industries: Aviation & Aerospace, Financial Services
  • Company Size: 44% Medium, 40% Large

What Do G2 Reviewers Say About Epsilon3?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Epsilon3, noting clear guides and well-organized information for new employees.
  • Users highlight the efficiency and ease of managing procedures with Epsilon3, appreciating its digital organization and review capabilities.
  • Users appreciate the version control feature of Epsilon3, which simplifies article management and edit requests.
  • Users value the efficiency of Epsilon3, as it centralizes procedures and streamlines workflows, saving time and reducing errors.
  • Users value the efficiency improvement of Epsilon3, streamlining workflows and enhancing productivity significantly.
Cons
  • Users face a significant initial learning curve, which may temporarily hinder productivity before proficiency is achieved.
  • Users find the complexity of Epsilon3 frustrating, particularly with lengthy loading times and confusing navigation.
  • Users find the confusing procedures cumbersome, making it difficult to locate specific information efficiently.
  • Users find the complex procedures of Epsilon3 challenging, requiring substantial experience for effective usage.
  • Users find Epsilon3 has a confusing interface that complicates navigation, especially for new users.

What Are Recent G2 Reviews of Epsilon3?

ibi WebFOCUS

The ibi WebFOCUS® platform is an enterprise business intelligence and analytics solution equipped with data management, visual discovery, predictive analytics, and powerful visualizations. Combining these capabilities and data science in one unified platform, the WebFOCUS solution helps make data-driven decisions across the enterprise providing reports, dashboards, and customer-facing applications at scale.

Average Rating: 4.4/5.0

Total Reviews: 149

How Do G2 Users Rate ibi WebFOCUS?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 8.9/10)
  • Algorithms: 8.1/10 (Category avg: 8.6/10)

Who Is the Company Behind ibi WebFOCUS?

  • Seller: ibi
  • Year Founded: 1975
  • HQ Location: Fort Lauderdale, FL
  • Twitter: @infobldrs
    32,864 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    890 employees on LinkedIn®
  • Phone: 212-736-4433

Who Uses This Product?

  • Top Industries: Information Technology and Services, Government Administration
  • Company Size: 57% Large, 32% Medium

What Are Recent G2 Reviews of ibi WebFOCUS?

What Are G2 Users Discussing About ibi WebFOCUS?

Explorium

Explorium is the leading B2B data layer for building high-performance GTM agents. Our seamless API and MCP integrations power agents with premium B2B data, accelerating development, enhancing contextual intelligence, and improving ROI. Backed by years of expertise in B2B data and access to more than 50 data sources, we deliver enterprise-grade data through flexible delivery options. Try it for free at https://www.explorium.ai/sign-up/?utm_source=g2&utm_medium_organic

Average Rating: 4.6/5.0

Total Reviews: 28

How Do G2 Users Rate Explorium?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 8.9/10)
  • Algorithms: 9.2/10 (Category avg: 8.6/10)

Who Is the Company Behind Explorium?

  • Seller: Explorium
  • HQ Location: San Mateo, California
  • Twitter: @Explorium_ai
    1,347 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    82 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Financial Services, Education Management
  • Company Size: 57% Small, 39% Medium

What Are Recent G2 Reviews of Explorium?

What Are G2 Users Discussing About Explorium?

H2O

H2O.ai is the leading AI Cloud company, on a mission to democratize AI and drive an open AI movement around the world. They focus on drawing insights from structured and unstructured data like video and documents with their award-winning products like Hydrogen Torch and Document AI. Customers use the H2O AI Cloud to rapidly solve complex business problems and accelerate the discovery of new ideas. H2O.ai is the trusted AI provider to more than 20,000 global organizations, millions of data scientists and over half of the Fortune 500, including AT&T, Commonwealth Bank of Australia, Citi, GlaxoSmithKline, Hitachi, Kaiser Permanente, Procter & Gamble, PayPal, PwC, Reckitt, Unilever, Goldman Sachs, NVIDIA, and Wells Fargo are not only customers and partners, but strategic investors in the company. More than 30 Kaggle Grandmasters (the community of best-in-the-world machine learning practitioners and data scientists) are makers at H2O.ai. A strong AI for Good ethos to make the world a better place and Responsible AI drive the company’s purpose. Please join our movement at www.h2o.ai. H2O.ai offers enterprise customers with multiple platforms for AI and machine learning, including the open source distributed machine learning platform H2O-3, automatic machine learning platform H2O Driverless AI, and the recently announced H2O Q, an AI platform for business users: H2O-3 is an open source, scalable and distributed in-memory AI and machine learning platform. H2O-3 also has a strong AutoML functionality and supports the most widely used statistical and machine learning algorithms including gradient boosted machines, generalized linear models, deep learning, XGBoost and more. H2O Driverless AI empowers data scientists to work on projects faster and more efficiently by using automation to accomplish tasks quickly with automatic feature engineering, model tuning, model tuning, model selection, model validation and machine learning interpretability, custom recipes, time-series and automatic deployment pipeline generation for model scoring. H2O Q is a new AI platform that provides the essential building blocks to make AI apps and will bring the power of AI to millions of business users. It delivers automatic insights and predictions for “in the moment” business questions and is ideal for data analysts, citizen data scientists and all business users.

Average Rating: 4.5/5.0

Total Reviews: 22

How Do G2 Users Rate H2O?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 8.9/10)
  • Algorithms: 8.3/10 (Category avg: 8.6/10)

Who Is the Company Behind H2O?

  • Seller: H2O.ai
  • Year Founded: 2012
  • HQ Location: Mountain View, CA
  • Twitter: @h2oai
    25,222 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    372 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 54% Small, 29% Large

What Are Recent G2 Reviews of H2O?

What Are G2 Users Discussing About H2O?

Spotfire Analytics

Spotfire® is a visual data science platform designed to help organizations address complex, industry-specific challenges by effectively utilizing data. This solution offers a range of flexible packaging options tailored to meet the diverse needs of teams at various stages of their visual data science journey. Turn raw data into real-time decisions with powerful, interactive visual analytics with Spotfire® Analytics. Spotfire Analytics is designed for business agility, enabling every user to explore data visually, uncover patterns quickly, and make confident, data-driven decisions without writing a single line of code. As a self-service visual data science solution, it empowers teams across roles and departments to gain fast, actionable insights that drive impact. With its no-code interactive dashboards and rich visual exploration capabilities, Spotfire Analytics connects natively to hundreds of cloud, on-premises, and real-time data sources. Built-in geoanalytics extend the power of analysis with multi-layer mapping and seamless integration of spatial data, while data wrangling and transformation can be performed directly within the visual interface, making it easy to clean, shape, and blend data as you analyze. AI-assisted recommendations and anomaly detection help uncover hidden patterns, suggest the most meaningful visualizations, and accelerate the path to discovery. Customizable visualizations, workflows, and an intuitive interface ensure that insights are not only easier to create but also easier to share. With seamless collaboration features, Spotfire Analytics enables teams to work together, align on insights, and act decisively. Whether the goal is to analyze trends, detect anomalies, or unlock location-based intelligence, Spotfire Analytics delivers the speed, flexibility, and depth needed to make smarter decisions with confidence. Explore and understand your data visually, uncover hidden insights, and build powerful analytics applications - all without writing a single line of code. Spotfire Analytics combines advanced interactive visualizations and intuitive data wrangling in one environment. Connect to hundreds of data sources, from files to real-time streaming data, and transform messy data directly within your visuals. Built-in AI recommendations help you find patterns, anomalies, and trends faster. With flexible visualizations, spatial analytics, and custom applications, anyone can turn raw data into actionable insights in minutes. Designed for business agility, Spotfire Analytics empowers every user to explore, analyze, and share results confidently - turning questions into decisions. Best for: Analysts, data-savvy professionals, and teams looking to explore and share data visually with maximum flexibility.

Average Rating: 4.2/5.0

Total Reviews: 328

How Do G2 Users Rate Spotfire Analytics?

  • Has the product been a good partner in doing business?: 8.4/10 (Category avg: 8.9/10)
  • AI Text Summarization: 8.3/10 (Category avg: 8.1/10)
  • Algorithms: 6.3/10 (Category avg: 8.6/10)
  • AI Text Generation: 8.3/10 (Category avg: 8.1/10)

Who Is the Company Behind Spotfire Analytics?

Who Uses This Product?

  • Who Uses This: Student, Manager
  • Top Industries: Oil & Energy, Information Technology and Services
  • Company Size: 52% Large, 26% Medium

What Do G2 Reviewers Say About Spotfire Analytics?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the powerful and flexible data visualization capabilities of Spotfire Analytics, enhancing their data exploration experience.
  • Users appreciate the ease of use of Spotfire Analytics, enabling quick insights and effective decision-making with complex data.
  • Users love the transformative interactive visualizations of Spotfire, simplifying complex data for clear understanding across teams.
  • Users appreciate the easy integrations of Spotfire Analytics, enhancing accuracy and enabling robust AI-powered analytics seamlessly.
  • Users rave about Spotfire's powerful analytics capabilities, enabling advanced data handling and insightful visualizations seamlessly.
Cons
  • Users find Spotfire's steep learning curve challenging, particularly for those unfamiliar with data modeling and scripting.
  • Users find the learning difficulty significant, especially for beginners navigating advanced features and options in Spotfire.
  • Users find the licensing costs high, making Spotfire Analytics less accessible for smaller organizations.
  • Users find the steep learning curve of Spotfire Analytics challenging, especially regarding advanced features and user interface.
  • Users often face a steep learning curve with Spotfire Analytics, making initial use challenging for newcomers.

What Are Recent G2 Reviews of Spotfire Analytics?

What Are G2 Users Discussing About Spotfire Analytics?

TIMi

TIMi is the most efficient Data Science and Data Processing Platform. Since 2007, we have been creating and improving the most powerful framework to push the barriers of analytics, predictive analytics, AI and Big Data, while offering a helpful, fast and friendly environment. The TIMi Suite consists of four tools: 1. Anatella (Analytical ETL, Data Prep & Big Data), 2. Modeler (Auto-ML / Automated Predictive Modelling / Automated-AI), 3. StarDust (3D Segmentation) 4. Kibella (BI Dashboarding solution). TIMi dominates the Data Science market: In the "Summer 2022 - Momentum Report” from G2, in the “Data Science” category, TIMi has the #1 rank: TIMi is the Data Science solution with both the highest market growth and the highest customer-satisfaction! More about this subject here: https://timi.eu/blog/timi-the-number-one-data-science-platform/

Average Rating: 4.8/5.0

Total Reviews: 50

How Do G2 Users Rate TIMi?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 8.9/10)
  • AI Text Summarization: 8.3/10 (Category avg: 8.1/10)
  • Algorithms: 9.1/10 (Category avg: 8.6/10)
  • AI Text Generation: 9.2/10 (Category avg: 8.1/10)

Who Is the Company Behind TIMi?

  • Seller: TIMi SPRL
  • Year Founded: 2007
  • HQ Location: Brussels
  • Twitter: @TIMiSuite
    3,532 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    86 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Banking
  • Company Size: 40% Small, 32% Large

What Do G2 Reviewers Say About TIMi?

AI-generated summary from verified user reviews

Pros
  • Users highlight the exceptional customer support from the TIMi team, noting their quick response times and helpfulness.
  • Users find TIMi easy to use, thanks to its intuitive design and quick learning curve.
  • Users appreciate TIMi's user-friendly interface and exceptional support, making data transformation quick and efficient.
  • Users value the fast and intuitive automation capabilities of TIMi, streamlining data transformations and analyses effectively.
  • Users value the intuitive charting features of TIMi, enabling efficient data visualization and analysis.

What Are Recent G2 Reviews of TIMi?

What Are G2 Users Discussing About TIMi?

Zepl

Zepl let you use data science to analyze your cloud data warehouse in minutes. Customers use Zepl for all kinds of use cases, including predictive analytics, marketing analytics, preventive maintenance, security, anomaly detection, sales forecasting, product recommendations and more. Zepl is an extensible, cloud-based data science and analytics platform for enterprise teams. With Zepl, teams of data analysts and data scientists can use Python, R, Spark, Scala, and SQL to find insights and make predictions about their most important business challenges, as well as package and present their findings using built-in advanced visualizations.

Average Rating: 4.3/5.0

Total Reviews: 16

How Do G2 Users Rate Zepl?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 8.9/10)
  • AI Text Summarization: 10.0/10 (Category avg: 8.1/10)
  • Algorithms: 8.9/10 (Category avg: 8.6/10)
  • AI Text Generation: 10.0/10 (Category avg: 8.1/10)

Who Is the Company Behind Zepl?

  • Seller: DataRobot
  • Year Founded: 2012
  • HQ Location: Boston, Massachusetts
  • Twitter: @DataRobot
    19,225 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    886 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 69% Small, 50% Medium

What Are Recent G2 Reviews of Zepl?

Hurree

Hurree is an AI-powered platform that consolidates all your reporting data into a single, easy-to-use command centre. It connects with over 70 popular tools, giving you a single, reliable view of performance across your business. With fully customizable dashboards, Hurree makes it simple for any team to track KPIs, monitor trends, and measure success with no technical skills required. At the heart of the platform is Riva, Hurree's built-in AI assistant. Riva doesn't just show you the numbers; it explains them. From instant summaries to predictive insights and actionable recommendations, Riva helps you understand what’s happening and what to do next. Hurree is built for teams who want better visibility, clearer reporting, and data they can actually use, without the complexity.

Average Rating: 4.8/5.0

Total Reviews: 74

How Do G2 Users Rate Hurree?

  • Has the product been a good partner in doing business?: 9.0/10 (Category avg: 8.9/10)
  • AI Text Summarization: 10.0/10 (Category avg: 8.1/10)
  • Algorithms: 10.0/10 (Category avg: 8.6/10)
  • AI Text Generation: 10.0/10 (Category avg: 8.1/10)

Who Is the Company Behind Hurree?

  • Seller: Hurree
  • Year Founded: 2018
  • HQ Location: Belfast, Antrim
  • Twitter: @Hurree_me
    896 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    52 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Marketing and Advertising
  • Company Size: 58% Small, 42% Medium

What Do G2 Reviewers Say About Hurree?

AI-generated summary from verified user reviews

Pros
  • Users admire the ease of use of Hurree, simplifying client understanding of lead sources and competition effortlessly.
  • Users value the intuitive interface and customizable dashboards of Hurree for effective data visualization and tracking.
  • Users praise Hurree for its intuitive data visualization that simplifies understanding and enhances team productivity.
  • Users appreciate the efficiency of Hurree, making it easy to understand lead sources and improve client meetings.
  • Users value Hurree's powerful data transformation, enabling insightful analysis and informed decision-making through an intuitive interface.
Cons
  • The initial learning curve can be overwhelming, but support helps users adapt to Hurree's features over time.
  • Users experience limited customization options in Hurree, wishing for more flexibility in tailoring their reports and dashboards.
  • Users find the limited reporting features of Hurree restrict their ability to perform deeper analyses effectively.
  • Users express disappointment over the lack of AI integration, though improvements are reportedly in progress.
  • Users find learning difficulties with data ranges and integration, impacting their overall experience with Hurree.

What Are Recent G2 Reviews of Hurree?

Knowi

Knowi is the agentic analytics platform for teams whose data does not sit in one warehouse. Dashboards, AI agents, embedded analytics, and apps run in one place, on your data where it already lives, without any data movement. Knowi’s AI agents work inside the data layer, not as a chatbot on top of finished dashboards. They connect directly to schemas and the query engine, allowing teams to build queries, widgets, and dashboards from plain-English questions. What teams use Knowi for: 1. Unified data without ETL: Connect to any datasource- including SQL databases, MongoDB, Elasticsearch, Snowflake, Salesforce, and REST APIs, and join across them in a single query. 2. BI and dashboards: Build using a prompt or the visual builder, then share, schedule, and create alerts. 3. AI agents: Ask questions in plain English against a governed semantic layer controlled by the data team. 4. Embedded analytics: Add multi-tenant dashboards and widgets to your product with row-level access control. 5. Apps: Build operational apps on governed data where teams can see what is happening, understand why, and take action from one place. Knowi runs its own AI by default, with OpenAI and Claude available as optional integrations. It can be deployed in Knowi Cloud, your own VPC, on-premises, or in an air-gapped environment. Customers include Verizon, Telstra, Everbridge, and NJM Insurance.

Average Rating: 4.9/5.0

Total Reviews: 28

How Do G2 Users Rate Knowi?

  • Has the product been a good partner in doing business?: 9.7/10 (Category avg: 8.9/10)
  • Algorithms: 9.7/10 (Category avg: 8.6/10)

Who Is the Company Behind Knowi?

  • Seller: Knowi
  • Company Website:
  • Year Founded: 2015
  • HQ Location: Oakland, California
  • Twitter: @knowico
    2,636 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    22 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 46% Small, 39% Medium

What Do G2 Reviewers Say About Knowi?

AI-generated summary from verified user reviews

Pros
  • Users value the exceptional customer support at Knowi, appreciating their responsiveness and tailored guidance throughout the onboarding process.
  • Users commend Knowi for its exceptional onboarding and proactive support, enhancing business growth and adapting to unique needs.
  • Users highlight Knowi's exceptional AI capabilities that enhance data analytics and reporting, ensuring a tailored experience.
  • Users appreciate the automation capabilities of Knowi, greatly simplifying data management and enhancing reporting efficiency.
  • Users appreciate the intuitive dashboarding features of Knowi, which simplify data management and save valuable time.
Cons
  • Users find the learning curve steep for Knowi, making initial setup challenging for advanced features and API connections.
  • Users feel there is a lack of guidance for API connections with popular platforms, complicating initial setup.
  • Users find a lack of tutorials for API connections, leading to a challenging setup experience with Knowi.

What Are Recent G2 Reviews of Knowi?

Zoho Analytics

Zoho Analytics is a GenAI-powered self-service BI and analytics platform that helps businesses collect, prepare, analyze, and present insights from their data, all within minutes. Integrate with 500+ native data sources, like files, feeds, local and cloud databases, cloud storage, and popular business apps. Clean, transform, enrich, and catalog data with our agentic AI-powered, self-service data preparation and management capabilities. Create and manage complex ETL data pipelines using our visual pipeline builder, process stream data for real-time analytics, and set up a strong metrics layer for quality analysis and management. Zoho Analytics comes with 100+ domain-specific prebuilt reports and dashboards, pre-trained NLQ models, intelligently modeled and blended data across business applications, and lots more. Use our intuitive drag-and-drop visualization builder to build insightful and interactive reports and dashboards using a wide variety of visual components, like charts, widgets, pivot tables, tabular views and more. Generate customized reports and dashboards using simple, natural language with our AI-powered conversational agent, Zia. Ask Zia goes beyond basic reporting; it enables users to perform diagnostic analytics, forecast key metrics, and receive intelligent insights and recommendations. Users can assign tasks and trigger actions just by conversing with our agentic AI, Zia, streamlining their workflows and empowering data-driven decisions. Seamlessly embed Ask Zia into your custom or business applications to deliver contextual insights and actions. Enrich your analysis with automated insights by using our NLG-powered narration engine, Zia Insights. With diagnostic analytics for smarter decision-making, Zia Insights takes automated insights to the next level by bubbling up key drivers for particular business tasks. Enumerate complex business scenarios with what-if analyses, forecast KPIs, uncover trends and patterns with advanced analytical capabilities. Leverage cognitive analysis for keyword extraction and sentiment analysis, and more. Evaluate the best ML models with no-code assistance or develop custom models and functions using Python Code Studio. Zoho Analytics comes with pre-packed ML models (AutoML) that allow you to evaluate and pick the best model for your use case. Alternatively custom models and functions using Python Code Studio Embed our full-fledged analytics platform into other software applications. Craft and present immersive data stories through slideshows or purpose-built analytics portals. Collaborate securely through contextual comment threads and real-time messaging. Zoho Analytics has a robust set of APIs that enables elaborate customization and highly extensible low-code and no-code integration with any technology stack. It also offers a high degree of deployment flexibility (private, public, multi-cloud, and on-premises) and platform extensibility (professional services, partner support, and marketplace). Zoho Analytics is modern and scalable, and it can readily match growing data volumes and usage. Its time-tested and accredited enterprise-grade security features and governance framework ensure continuous data management and stewardship. On top of everything else, the TCO for Zoho Analytics—including licensing, implementation, customization, training, and support—is the lowest in our market.

Average Rating: 4.2/5.0

Total Reviews: 285

How Do G2 Users Rate Zoho Analytics?

  • Has the product been a good partner in doing business?: 8.5/10 (Category avg: 8.9/10)

Who Is the Company Behind Zoho Analytics?

  • Seller: Zoho
  • Year Founded: 1996
  • HQ Location: Austin, TX
  • Twitter: @Zoho
    137,880 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    30,913 employees on LinkedIn®
  • Phone: +1 (888) 900-9646

Who Uses This Product?

  • Who Uses This: Director, Business Analyst
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 51% Small, 42% Medium

What Do G2 Reviewers Say About Zoho Analytics?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Zoho Analytics, thanks to its intuitive interface and customizable dashboards.
  • Users value the intuitive interface and customization of Zoho Analytics, enhancing their data reporting experience effortlessly.
  • Users appreciate the seamless integrations of Zoho Analytics, enabling easy data import from various external sources.
  • Users appreciate the user-friendly dashboards of Zoho Analytics, enabling easy customization and efficient data tracking.
  • Users appreciate the intuitive data visualization in Zoho Analytics, making complex analysis accessible and straightforward.
Cons
  • Users experience a steep learning curve with Zoho Analytics, especially for complex reports and advanced features.
  • Users find the limited customization options in Zoho Analytics frustrating compared to other platforms, like Google Analytics.
  • Users experience limited data integration options with Zoho Analytics, hindering seamless connectivity and overall functionality.
  • Users face integration issues with Zoho Analytics, limiting connections to external data sources and complicating functionality.
  • Users feel the missing features in Zoho Analytics limit functionality, especially for advanced data analysis tasks.

What Are Recent G2 Reviews of Zoho Analytics?

What Are G2 Users Discussing About Zoho Analytics?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated October 29, 2024