Best Predictive Analytics Software for Small Business - Page 3

How Many Predictive Analytics Software Products Does G2 Track?

Total Products under this Category: 575

Category Stats (Nov 2026)

  • Average Rating: 4.44/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: IFS Copperleaf (+1.9%) - Among all products in this category, IFS Copperleaf recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank Predictive Analytics Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 38,800+ Authentic Reviews
  • 575+ 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, Adobe Analytics, Amazon Quick, IBM Cognos Analytics, Salesloft, Amazon Forecast, and GoodData.AI.

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=adobe-analytics&focus%5B%5D=amazon-quick&focus%5B%5D=ibm-cognos-analytics&focus%5B%5D=salesloft&focus%5B%5D=amazon-forecast&focus%5B%5D=gooddata-ai&segment=small-business)

Board

Board is the most trusted Agentic Planning Platform, combining business context, Continuous Planning, and efficient enterprise AI to deliver confident, aligned, and faster decisions. Built to complement your data and AI strategy, Board brings together enterprise data and external signals with planning models, business logic, domain expertise, and decision context. Continuous Planning continuously senses change, models scenarios and trade-offs, and aligns financial and operational plans. Within a single, governed platform, agentic AI understands how your business makes decisions, reasons effectively, recommends changes, and supports action with human oversight, helping leaders make explainable, accountable decisions that improve business outcomes.

Average Rating: 4.4/5.0

Total Reviews: 307

How Do G2 Users Rate Board?

  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 8.9/10)
  • AI Text Summarization: 6.3/10 (Category avg: 8.1/10)
  • Algorithms: 8.6/10 (Category avg: 8.6/10)
  • AI Text Generation: 6.7/10 (Category avg: 8.1/10)

Who Is the Company Behind Board?

  • Seller: Board International
  • Company Website:
  • Year Founded: 1994
  • HQ Location: Chiasso, Ticino
  • LinkedIn® Page: www.linkedin.com
    948 employees on LinkedIn®
  • Phone: +41 91 697 54 10

Who Uses This Product?

  • Who Uses This: Software Engineer, Group Controller
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 57% Medium, 39% Large

What Do G2 Reviewers Say About Board?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Board, enabling everyone to analyze data without extensive training.
  • Users value the high flexibility of Board, enabling custom solutions and seamless integration across various business functions.
  • Users appreciate the intuitive interface and flexibility of Board, enhancing performance and simplifying dashboard creation.
  • Users value the efficiency of Board, streamlining decision-making and saving time with centralized access and intuitive features.
  • Users value the high customization options in Board, enabling tailored solutions and efficient process design.
Cons
  • Users experience slow performance with large datasets, complicating their workflow and reducing overall efficiency with Board.
  • Users find the steep learning curve of Board challenging, especially when starting with its complex features.
  • Users express frustration over missing features in report creation, making data management cumbersome and inefficient.
  • Users note that poor visualization options hinder the usability and potential of Board's reporting features.
  • Users find the complexity of Board can lead to maintenance challenges and slow performance with large datasets.

What Are Recent G2 Reviews of Board?

What Are G2 Users Discussing About Board?

Wand.ai

Wand platform, enables business users and data analysts to solve real-world business problems easily and quickly – Collaborative, measurable and scalable.

Average Rating: 3.8/5.0

Total Reviews: 15

How Do G2 Users Rate Wand.ai?

  • AI Text Summarization: 8.7/10 (Category avg: 8.1/10)
  • Algorithms: 7.5/10 (Category avg: 8.6/10)
  • AI Text Generation: 8.3/10 (Category avg: 8.1/10)

Who Is the Company Behind Wand.ai?

  • Seller: Wand.ai
  • Year Founded: 2022
  • HQ Location: San Francisco, Bay Area, US
  • LinkedIn® Page: www.linkedin.com
    190 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Small, 33% Medium

What Do G2 Reviewers Say About Wand.ai?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of learning with Wand.ai, benefiting from its intuitive interface and quick adaptability.
  • Users appreciate the ease of use of Wand.ai, finding it intuitive and time-saving for various tasks.
  • Users value the flexibility of Wand.ai, easily adapting it to various tasks and workflows with minimal setup.
  • Users find Wand.ai to be intuitive, making AI accessible and easy to use for various tasks.
  • Users love the speed of Wand.ai, making everyday tasks faster and more efficient with its intuitive interface.
Cons
  • Users find the difficult customization of Wand.ai limits their experience, affecting usability and reliability of the platform.
  • Users find limited features frustrating, especially without a higher plan, affecting consistency and performance during heavy usage.
  • Users experience slow performance during heavy usage, which affects the overall reliability of Wand.ai.

What Are Recent G2 Reviews of Wand.ai?

Wolfram Mathematica

Mathematica is a computational software program based on symbolic mathematics, developed by Wolfram Research.

Average Rating: 4.1/5.0

Total Reviews: 86

How Do G2 Users Rate Wolfram Mathematica?

  • Has the product been a good partner in doing business?: 5.8/10 (Category avg: 8.9/10)

Who Is the Company Behind Wolfram Mathematica?

Who Uses This Product?

  • Who Uses This: Research Assistant
  • Top Industries: Research, Information Technology and Services
  • Company Size: 45% Large, 31% Small

What Are Recent G2 Reviews of Wolfram Mathematica?

What Are G2 Users Discussing About Wolfram Mathematica?

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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
  • 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?

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 commend the exceptional customer support of TIMi, noting prompt responses and effective assistance from the team.
  • Users praise the ease of use of TIMi, noting its intuitive interface and quick learning curve.
  • Users praise the user-friendly interface and exceptional support, enhancing the overall experience with TIMi's products.
  • Users value the fast automation capabilities of TIMi's Anatella software for efficient data transformation and analysis.
  • Users admire the intuitive charting features of TIMi, enabling quick and efficient data visualization after learning the tool.

What Are Recent G2 Reviews of TIMi?

What Are G2 Users Discussing About TIMi?

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?

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 self-learning algorithms of CrunchMetrics, enhancing decision-making with real-time anomaly detection and efficiency.
  • Users appreciate the user-friendly interface of CrunchMetrics, making it easy to access and understand analytics.
  • Users appreciate CrunchMetrics for its powerful analytical skills, delivering reliable insights and anomaly detection in real-time.
  • Users appreciate the enhanced efficiency of CrunchMetrics, enabling better decision-making through real-time anomaly detection.
  • Users appreciate the flexibility of CrunchMetrics, allowing seamless adaptation to various needs and workflows.
Cons
  • Users find the pricing of CrunchMetrics to be expensive and less cost-effective compared to competitors.
  • Users find the confusing pricing of CrunchMetrics to be expensive and challenging to understand, limiting accessibility.
  • Users report a challenging learning curve that may hinder daily to weekly usage of CrunchMetrics.
  • Users find the pricing structure challenging for some organizations, depending on their size and requirements.
  • Users find the implementation complexity of CrunchMetrics can complicate their overall experience and usability.

What Are Recent G2 Reviews of CrunchMetrics?

What Are G2 Users Discussing About CrunchMetrics?

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?

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 often face 500 errors in the free version, making campaign trigger functionality frustrating and unreliable.

What Are Recent G2 Reviews of Hyllo?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated