Best Predictive Analytics Software for Small Business - Page 3

How Many Predictive Analytics Software Products Does G2 Track?

Total Products under this Category: 422

Category Stats (Sep 2026)

  • Average Rating: 4.44/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Palantir Foundry (+1.94%) - Among all products in this category, Palantir Foundry recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Predictive Analytics Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 30,000+ Authentic Reviews
  • 422+ 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, SAS Viya, Amazon Quick, Adobe Analytics, IBM Cognos Analytics, Amazon Forecast, GoodData.AI, and Clari.

Underlying data: [Grid® JSON](https://www.g2.com/categories/predictive-analytics/grids.json?focus%5B%5D=tableau&focus%5B%5D=sas-sas-viya&focus%5B%5D=amazon-quick&focus%5B%5D=adobe-analytics&focus%5B%5D=ibm-cognos-analytics&focus%5B%5D=amazon-forecast&focus%5B%5D=gooddata-ai&focus%5B%5D=clari&segment=small-business)

TrendMiner

TrendMiner offers a fast, powerful, and intuitive industrial analytics & AI software platform. With a focus on highly digitized manufacturing industries, energy companies, and organizations with operations that need to maintain controlled environments. TrendMiner combines self-service, low-code data analysis for time series and event data with sophisticated machine learning (ML) and Agentic AI tools to deliver industrial data visualization, monitoring, and predictive capabilities. TrendMiner, a Vercore company, was founded in 2008 with a global headquarters located in Belgium, and offices in the U.S., Germany, Spain, and the Netherlands. TrendMiner has strategic partnerships with Amazon, Microsoft, SAP, GE Digital, Siemens, and Aveva, and offers standard integrations with a wide range of data platforms such as AVEVA PI, Yokogawa Exaquantum, AspenTech IP.21, Honeywell PHD, GE Proficy Historian, Canary, and Aveva Historian.

Average Rating: 4.6/5.0

Total Reviews: 178

How Do G2 Users Rate TrendMiner?

  • Has the product been a good partner in doing business?: 9.3/10 (Category avg: 8.9/10)
  • AI Text Summarization: 6.6/10 (Category avg: 8.1/10)
  • Algorithms: 7.7/10 (Category avg: 8.6/10)
  • AI Text Generation: 6.6/10 (Category avg: 8.1/10)

Who Is the Company Behind TrendMiner?

  • Seller: TrendMiner
  • Company Website:
  • Year Founded: 2008
  • HQ Location: Hasselt, Flemish Region
  • Twitter: @TrendMining
    777 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    89 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Process Analytics Engineer, Process Engineer
  • Top Industries: Chemicals, Oil & Energy
  • Company Size: 53% Large, 35% Medium

What Do G2 Reviewers Say About TrendMiner?

AI-generated summary from verified user reviews

Pros
  • Users value the intuitive design of TrendMiner, making it easy to navigate and enhancing their overall experience.
  • Users value the speed of TrendMiner, enabling quick insights and efficient data analysis.
  • Users love the easy-to-create dashboards in TrendMiner, enhancing their ability to visualize important process data over time.
  • Users value the intelligent data analysis capabilities of TrendMiner, enhancing decision-making and improving performance efficiently.
  • Users find TrendMiner's easy learning curve enhances their analytics process, enabling self-service analysis effortlessly.
Cons
  • Users find complex usability in TrendMiner, struggling with connectivity and inadequate training materials for new users.
  • Users find the difficult learning curve of TrendMiner frustrating, as advanced features demand significant technical expertise.
  • Users find the learning curve steep, as mastering TrendMiner's extensive features requires significant time and training.
  • Users find the limited accessibility of TrendMiner challenging, especially due to the absence of a mobile app.
  • Users find the complexity of advanced functions in TrendMiner necessitating training and cumbersome system administration.

What Are Recent G2 Reviews of TrendMiner?

What Are G2 Users Discussing About TrendMiner?

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?

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?

Hyllo

Hyllo is a comprehensive platform designed to streamline and enhance communication and collaboration within organizations. It offers a suite of tools that facilitate seamless interaction among team members, ensuring efficient project management and information sharing. By integrating various communication channels into a single interface, Hyllo simplifies workflows and reduces the need for multiple disparate tools. Key Features and Functionality: - Unified Communication: Combines messaging, video conferencing, and file sharing in one platform, enabling real-time collaboration. - Project Management Tools: Provides task assignment, progress tracking, and deadline management to keep projects on schedule. - Integration Capabilities: Seamlessly integrates with popular third-party applications, enhancing productivity without disrupting existing workflows. - Customizable Workspaces: Allows teams to create tailored environments that suit their specific needs and preferences. - Security and Compliance: Ensures data protection with robust security measures and compliance with industry standards. Primary Value and Solutions: Hyllo addresses the common challenges of fragmented communication and disjointed project management by offering a centralized platform that fosters transparency and efficiency. It eliminates the need for multiple tools, reducing complexity and costs. By enhancing collaboration and streamlining processes, Hyllo empowers teams to achieve their goals more effectively and with greater cohesion.

Average Rating: 4.3/5.0

Total Reviews: 27

How Do G2 Users Rate Hyllo?

  • Has the product been a good partner in doing business?: 9.0/10 (Category avg: 8.9/10)
  • AI Text Summarization: 8.5/10 (Category avg: 8.1/10)
  • Algorithms: 8.8/10 (Category avg: 8.6/10)
  • AI Text Generation: 8.4/10 (Category avg: 8.1/10)

Who Is the Company Behind Hyllo?

  • Seller: Hyllo Analytics
  • Year Founded: 2015
  • HQ Location: Oakville, Ontario
  • Twitter: @Hyllo_io
    149 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 56% Small, 37% Medium

What Do G2 Reviewers Say About Hyllo?

AI-generated summary from verified user reviews

Cons
  • Users experience 500 errors in the free version, limiting the effectiveness of Hyllo for campaign triggers.

What Are Recent G2 Reviews of Hyllo?

CrunchMetrics

CrunchMetrics is an advanced anomaly detection system, that leverages the combined power of statistical methods and AI-ML based techniques to sift through your data to identify incidents that are business critical in nature. It examines historical data to understand and establish what is ‘normal’ behavior, and then constantly monitors data streams to single out ‘abnormal’ patterns, known as anomalies.

Average Rating: 4.3/5.0

Total Reviews: 23

How Do G2 Users Rate CrunchMetrics?

  • Has the product been a good partner in doing business?: 9.0/10 (Category avg: 8.9/10)

Who Is the Company Behind CrunchMetrics?

  • Seller: CrunchMetrics
  • Year Founded: 2019
  • HQ Location: Broomfield, Colorado
  • Twitter: @crunchmetrics
    388 Twitter followers
  • LinkedIn® Page: www.linkedin.com

Who Uses This Product?

  • Company Size: 52% Small, 30% Medium

What Do G2 Reviewers Say About CrunchMetrics?

AI-generated summary from verified user reviews

Pros
  • Users value the innovative real-time anomaly detection of CrunchMetrics, enhancing decision-making across various industries.
  • Users love the ease of use of CrunchMetrics, finding the interface intuitive and flexible for smooth operations.
  • Users praise CrunchMetrics for its powerful analytical skills and real-time anomaly detection, enhancing decision-making and insights.
  • Users value the efficiency of CrunchMetrics, benefiting from real-time anomaly detection and enhanced decision-making capabilities.
  • Users praise the flexibility of CrunchMetrics, enabling seamless integration and adaptation to diverse data needs.
Cons
  • Users find the pricing expensive compared to competitors, suggesting improvements for better accessibility and tutorials.
  • Users find the confusing pricing of CrunchMetrics to be expensive and lacking transparency, limiting its accessibility.
  • Users mention a challenging learning curve that may complicate daily use of CrunchMetrics.
  • Users find that the pricing structure can be harsh and challenging for some organizations based on their size.
  • Users find the implementation process complex, which can complicate their experience with CrunchMetrics.

What Are Recent G2 Reviews of CrunchMetrics?

What Are G2 Users Discussing About CrunchMetrics?