Top Free Predictive Analytics Software - Page 6

How Many Predictive Analytics Software Products Does G2 Track?

Total Products under this Category: 572

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
  • 38,000+ Authentic Reviews
  • 572+ 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, Google Cloud BigQuery, Adobe Analytics, Alteryx, and Amazon Quick.

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=google-cloud-bigquery&focus%5B%5D=adobe-analytics&focus%5B%5D=alteryx&focus%5B%5D=amazon-quick)

G2M Platform

The G2M platform is a software-as-a-service offering by G2M Insights focused on making machine learning analytics simple and secure for midmarket and enterprise customers that may not have a full-fledged data science team. For most B2B sales and marketing predictive analytics, the G2M platform provides a streamlined solution connecting data sources, predictive models, and production systems of record with real-time predictive analytics.

Who Is the Company Behind G2M Platform?

Gem

Gem is an AI-first recruiting platform combining ATS, candidate CRM, sourcing, scheduling, and pipeline analytics in one system. Talent acquisition leaders, recruiters, sourcers, and RecOps teams use Gem to move candidates from first outreach to offer without switching tools. Gem's AI is trained on recruiting-specific data to prioritize candidates, personalize outreach, and surface pipeline risk before it becomes a missed hiring deadline. Teams report up to 5x faster sourcing, 2x response rates on outreach, and 5x higher passthrough rates for engaged candidates. Gem holds a 4.8/5 rating on G2 and is used by more than 1,200 organizations, including Anthropic, Zillow, Walgreens, Carmax, Robinhood, and Doordash.

Average Rating: 4.7/5.0

Total Reviews: 284

How Do G2 Users Rate Gem?

  • Has the product been a good partner in doing business?: 9.3/10 (Category avg: 8.9/10)

Who Is the Company Behind Gem?

  • Seller: Gem
  • Company Website:
  • Year Founded: 2017
  • HQ Location: San Francisco, California
  • LinkedIn® Page: www.linkedin.com
    508 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Recruiter, Technical Sourcer
  • Top Industries: Computer Software, Staffing and Recruiting
  • Company Size: 48% Medium, 29% Small

What Do G2 Reviewers Say About Gem?

AI-generated summary from verified user reviews

Pros
  • Users find Gem's ease of use exceptional, appreciating its intuitive interface and helpful prompts for effective navigation.
  • Users commend Gem for its efficient automation, making recruiting processes faster and simplifying candidate management significantly.
  • Users appreciate the centralized hiring pipelines of Gem, streamlining candidate sourcing and tracking effectively.
  • Users value the centralized hiring pipelines of Gem, enhancing efficiency and data-driven recruitment strategies.
  • Users value Gem for its time-saving automation, streamlining recruitment and enhancing efficiency throughout the hiring process.
Cons
  • Users report integration issues with Gem, facing slow performance and a lack of essential ATS features for recruiting.
  • Users find Gem to be expensive given its underdeveloped features and lack of scalability for teams.
  • Users find the limited customization in Gem restricts their ability to adapt the tool to unique workflows.
  • Users find the reporting customization limited, making it hard to track key metrics effectively without manual efforts.
  • Users are disappointed by Gem's missing critical ATS features, hindering effective recruitment and user experience.

What Are Recent G2 Reviews of Gem?

What Are G2 Users Discussing About Gem?

Graphite Note

Graphite Note is a No-Code Predictive Analytics For Growth-Focused Teams Without AI Expertise. Build AI models from your data in minutes and bridge the gap between AI and business expertise. - Predict business outcomes with precision. #Predictive Analytics - Turn data into decisive action plans in a few clicks. #DecisionScience - Ideal for data analysts and domain experts without AI expertise. #NoCode

Who Is the Company Behind Graphite Note?

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headcount365

Headcount365 is an enterprise headcount management software platform and headcount planning tool engineered to replace fragmented spreadsheets with a continuous cross-functional source of truth. Built by veteran headcount practitioners, the platform introduces a real-time orchestration layer that natively unifies Recruiting (ATS), HR (HRIS), and Finance (FP&A) software systems into a single, synchronized database to eliminate data drift and streamline workforce management. Key Capabilities: Unified Cross-Functional Hiring Plans: Connects your entire manager ecosystem through secure, bidirectional integrations across your core HRIS, ATS, and financial planning stacks. Separate departments execute their independent daily workflows while anchored to an immutable, central position ledger. Algorithmic Payroll Variance Forecasting: Delivers a real-time financial picture of active corporate capital. The platform leverages machine learning pipeline metrics to auto-assign predictive time-to-fill values and candidate start dates, delivering error-free cash-flow and OPEX forecasting. Recruiting Capacity and Workload Optimization: Features a dedicated Recruiting Management Toolkit that quantifies active requisition complexity, tracks hiring manager interview capacity, and models automated capacity-demand forecasts to strategically manage agency spend and equitably distribute recruiter workload. Strategic Workforce Planning and Management: Transforms static financial models into collaborative scenario planning. Leadership teams can instantly test future hiring scenarios and track long-term year-over-year organizational growth patterns without disrupting live workflows. The Central Data Layer for Position Management: Serves as the immutable connective data layer for all workforce records. By shifting the tracking unit from the individual person to the atomic Position ID, the platform ensures budget authority, compliance rules, and leveling frameworks are enforced before a requisition is ever opened in the ATS.

Average Rating: 4.8/5.0

Total Reviews: 36

How Do G2 Users Rate headcount365?

  • Has the product been a good partner in doing business?: 9.9/10 (Category avg: 8.9/10)

Who Is the Company Behind headcount365?

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 78% Medium, 17% Large

What Do G2 Reviewers Say About headcount365?

AI-generated summary from verified user reviews

Pros
  • Users value the centralized structure and visibility provided by Headcount365, enhancing communication and streamlining recruitment processes.
  • Users value the improved efficiency of headcount365, benefiting from automated, real-time insights and centralized data management.
  • Users value the centralized visibility Headcount365 provides, enabling faster approvals and improved communication across teams.
  • Users find Headcount365 incredibly easy to learn and use, enabling quick adoption and improved team collaboration.
  • Users appreciate the implementation ease of Headcount365, noting its fast setup and intuitive design for streamlined workflows.
Cons
  • Users face implementation difficulties with headcount365, needing manual updates and experiencing delays during change management.
  • Users face integration issues with Headcount365, particularly lacking connections to systems like ADP for better automation.
  • Users experience lack of integration with existing systems, hindering automation and requiring troubleshooting for improved functionality.
  • Users experience scheduling issues due to unexpected rerouting and manual updates, causing frustration and delays.
  • Users face admin limitations with headcount365, necessitating extra manual work and prolonged change management processes.

What Are Recent G2 Reviews of headcount365?

Instill

Instill leverages the best of AI to build a stronger culture, better teams, and exceptional performance - faster.  Rooted in deep research, Instill's first-of-its-kind Culture Operating System™ is injecting more science and technology into people tools than ever before.  Measure your Culture Vital Signs to quantify your company’s values, behaviors, and dynamics.  Build optimal performing teams through hiring tools and robust culture codification workflows. Advance your culture using Instill's generative AI that gives highly personalized action steps meticulously designed to augment productivity, inclusion, retention, and results.  

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Instill?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Instill?

IntelliBoard

IntelliBoard is an EdTech company providing K12, HigherEd, Corporate and Government institutions with ability to view learning data coming from different sources with point and click ease. IntelliBoard brings data from Learning Management Systems, Student Information Systems, Collaboration Tools, Assessment Tools, HR and Talent Management Systems. IntelliBoard allows to enter and analyze critical engagement data of each institution using online learning and provides access to student data points and platform to organize communication for everyone involved in student success.

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate IntelliBoard?

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

Who Is the Company Behind IntelliBoard?

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of IntelliBoard?

What Are G2 Users Discussing About IntelliBoard?

Jepto

Jepto is an AI marketing reporting and intelligence platform. Build branded, ready-to-send reports in minutes using natural language, with AI-written analysis drafted for you and delivery scheduled automatically. Everything runs on one governed data model across 20+ channels — Google Ads, Meta, LinkedIn, TikTok, Microsoft Ads, GA4, Search Console, Google Business Profile and your own BigQuery data. The same numbers whether you're reading a report, asking Data Chat a question, or querying through the Jepto MCP server inside Claude, ChatGPT or Gemini. For agencies managing multiple accounts, Jepto adds portfolio-wide monitoring on top: budget pacing and overspend alerts, ML anomaly detection, daily KPI forecasts, local listings and reviews, and no-code automations into Slack, Zapier and Make.

Average Rating: 4.3/5.0

Total Reviews: 28

How Do G2 Users Rate Jepto?

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

Who Is the Company Behind Jepto?

  • Seller: Jepto
  • Year Founded: 2018
  • HQ Location: Sydney, New South Wales
  • LinkedIn® Page: www.linkedin.com
    44 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Marketing and Advertising
  • Company Size: 86% Small, 11% Medium

What Do G2 Reviewers Say About Jepto?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the data accuracy of Jepto, making it easy to access insightful information effortlessly.
  • Users love the easy data aggregation from multiple Google Business Profiles, appreciating the excellent support provided.
  • Users value the time-saving benefits of Jepto, finding it easy to aggregate data efficiently.
  • Users appreciate the user-friendly interface of Jepto, making data insights easily accessible and manageable.
  • Users value the valuable insights from Jepto, appreciating easy access to data and responsive technical support.

What Are Recent G2 Reviews of Jepto?

What Are G2 Users Discussing About Jepto?

Lumenore

Lumenore helps businesses turn data into actionable business intelligence with the power of AI, natural language querying, and predictive analytics. With industry-specific solutions embedded in a powerful BI platform, Lumenore turns your raw data into accurate insights. Ensure seamless data integration, enable modern business storytelling, and encourage advanced insight discovery. Create an all-in-one data universe for effective decision-making across business functions with Lumenore.

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate Lumenore?

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

Who Is the Company Behind Lumenore?

  • Seller: Netlink
  • Year Founded: 2013
  • HQ Location: Madison Heights, US
  • LinkedIn® Page: www.linkedin.com
    74 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Lumenore's Pros and Cons?

Pros
  • Analytics (1 reviews)
  • Data Analysis (1 reviews)
  • Data Visualization (1 reviews)
  • Ease of Use (1 reviews)
  • Easy Integrations (1 reviews)
Cons
  • Poor UI (1 reviews)

What Are Recent G2 Reviews of Lumenore?

Madgicx

Madgicx is a media-buying and advertising management platform designed to assist users in planning, executing, and analyzing Meta ad campaigns. This solution falls within the campaign management and advertising management software category, specifically targeting performance-driven marketers, ecommerce brands, and agencies that primarily advertise on Facebook and Instagram. With Madgicx, users can effectively structure their campaigns, manage budgets, analyze creative performance, and generate valuable insights to optimize their Meta advertising efforts. The platform is particularly beneficial for scenarios such as ecommerce customer acquisition, remarketing, and multi-account agency management, where continuous testing, measurement, and creative iteration are essential. By providing a comprehensive suite of tools, Madgicx enables marketers to streamline their advertising processes and enhance their overall campaign effectiveness. The platform’s capabilities are centered around automated media buying, creative analysis, reporting, and tracking for Meta ads, making it a versatile solution for various advertising needs. Madgicx connects seamlessly to ad accounts and leverages predictive and generative AI to identify optimization opportunities, suggest actionable changes, and support creative production workflows without replacing the existing Meta Ads Manager. This integration allows teams to monitor campaign performance at scale, standardize account structures, and implement rules-based or AI-guided adjustments to bidding, budgets, and targeting. Additionally, agencies benefit from Madgicx’s reporting and white-label capabilities, which facilitate the creation of consistent dashboards and client-facing views derived from multiple ad accounts. Key features of Madgicx include AI media-buyer recommendations that audit Meta ad accounts and highlight actions such as scaling, pausing, or testing campaigns and audiences. The platform also offers creative intelligence tools that score ads, cluster creatives, and reveal performance patterns across images, videos, and copy variations. Furthermore, users can access reporting dashboards that encompass campaign management metrics, cross-channel views, and customizable panels tailored for both agencies and in-house teams. Automation and rules engines enable efficient budget management, bid adjustments, and campaign scheduling across multiple accounts, while tracking features provide cloud-based conversions API setup and support for more accurate Meta event measurement. By centralizing these functionalities, Madgicx serves as an operational layer on top of Meta advertising, enhancing the experience for practitioners who already run Meta campaigns and seek greater structure and decision support. This comprehensive approach not only simplifies the advertising process but also empowers users to make data-driven decisions that drive campaign success.

Average Rating: 4.6/5.0

Total Reviews: 215

How Do G2 Users Rate Madgicx?

  • Has the product been a good partner in doing business?: 9.5/10 (Category avg: 8.9/10)

Who Is the Company Behind Madgicx?

  • Seller: Madgicx
  • Company Website:
  • Year Founded: 2018
  • HQ Location: Tel Aviv, Tel Aviv District
  • LinkedIn® Page: www.linkedin.com
    47 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO, Owner
  • Top Industries: Marketing and Advertising, Apparel & Fashion
  • Company Size: 79% Small, 17% Medium

What Do G2 Reviewers Say About Madgicx?

AI-generated summary from verified user reviews

Pros
  • Users find the ease of use in Madgicx remarkable, enabling even novices to manage ads effectively.
  • Users appreciate the efficiency of Madgicx, saving time and simplifying ad management for better performance.
  • Users enjoy the 24/7 automation features of Madgicx, significantly enhancing efficiency and confidence in ad optimization.
  • Users appreciate the efficient AI Ad management of Madgicx, which enhances performance while saving time and costs.
  • Users value the time-saving features of Madgicx, streamlining ad management and boosting performance effortlessly.
Cons
  • Users find the learning curve steep, with overwhelming features and unclear navigation for new users at first.
  • Users find that learning difficulty hinders effective use of Madgicx, especially without proper training and guidance.
  • Users find the steep learning curve of Madgicx challenging, especially without proper training for new users.
  • Users find the complexity of the dashboard overwhelming, particularly for new users navigating various features and settings.
  • Users find Madgicx to be expensive, especially for small businesses with limited budgets and fewer resources.

What Are Recent G2 Reviews of Madgicx?

What Are G2 Users Discussing About Madgicx?

Mashvisor

Mashvisor empowers real estate investors, property managers, and developers to make smarter, data-driven decisions. Our platform helps you find and analyze traditional and Airbnb investment properties in minutes instead of months. With comprehensive real estate data, short-term rental (STR) performance insights, and powerful investment analytics, we simplify property research like never before. For developers and enterprises, Mashvisor also offers a Real Estate Data API, providing instant access to millions of property records, historical performance metrics, rental income projections, occupancy rates, comps, and market trends, all delivered in real time. Whether you’re looking to identify the best markets, evaluate rental profitability, or integrate property-level analytics into your own platform, Mashvisor gives you the tools and data you need, all in one place.

Average Rating: 4.5/5.0

Total Reviews: 1

Who Is the Company Behind Mashvisor?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Mashvisor?

What Are G2 Users Discussing About Mashvisor?

Mindlytics

The Complete WhatsApp Business Platform, AI that handles conversations. A team inbox for complex cases. Broadcast campaigns, automation flows, and a public API, all with 0% markup on messages.

Who Is the Company Behind Mindlytics?

Nexlyr AI

Nexlyr AI is an AI analyst for consulting firms, business leaders and executives. Give it your files and a short brief. It reads your data, analyses it, reasons over it, pressure-tests your numbers and runs what-if scenarios, then sets a clear strategic direction and hands you a fully editable, branded presentation in minutes. Every figure is grounded in your own data and never invented. Nexlyr AI writes and runs real queries over your spreadsheets and documents, so the numbers in your deck are computed from your sources rather than guessed. Each figure stays traceable back to the material it came from. The result is a genuinely editable PowerPoint you own, built from native shapes, text boxes, charts and tables rather than static images, so it opens cleanly in PowerPoint or Keynote and every element can be edited by your team. Nexlyr AI reads the formats businesses actually use, including Word, PowerPoint, PDF and Excel, and one problem file never sinks the deck. It structures the argument with recognised business frameworks where the material supports them, chooses the right visual for each point and produces a balanced mix of charts, tables and layouts. Once the deck is built, the Think Further feature reviews it like a second analyst. It questions assumptions, surfaces the objections your audience will raise and runs scenario analyses, all grounded in the same source data, so you walk into the room knowing the numbers hold up. For ongoing work, workspaces keep each client or initiative separate, and business memory lets Nexlyr AI learn your context across projects so every new deck starts smarter. Brand kits apply your colours, fonts and logo so the output arrives presentation-ready. Nexlyr AI suits strategy, finance, marketing, operations and investment teams that work with their own files and need rigorous, data-grounded analysis delivered as editable presentations. Try it free at nexlyrai.uk.

Who Is the Company Behind Nexlyr AI?

  • Seller: Nexlyr
  • Year Founded: 2026
  • HQ Location: N/A
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Ocean.io

Ocean.io is a contextual intelligence platform that helps B2B revenue teams find the companies that look like their best customers and see exactly why they fit. It reads what companies actually do across 70M+ websites, so targeting goes beyond industry codes and headcount filters. Connect your CRM and Ocean.io learns your ICP from closed-won deals, works out what your best customers have in common, and ranks every company in your market by fit. That includes accounts already in your CRM that nobody has prioritized. Every recommendation comes with its reasons, segment, score and tier, so your team can trust the list and knows what to say. TAM segmentation turns your market into an exact number you can defend. Lookalike search surfaces your next best customers. Why Now signals show when an account is worth reaching out to, and verified contact data gets you to the right decision-makers. Ocean Chat, Workflows, CRM export, an API and MCP put all of it inside the tools your team already uses, including the AI assistants they work with. Ocean.io is built for revenue leaders at mid-market and enterprise B2B companies, and for the RevOps, sales and marketing teams who plan pipeline around the right accounts instead of a bigger list.

Average Rating: 4.2/5.0

Total Reviews: 39

How Do G2 Users Rate Ocean.io?

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

Who Is the Company Behind Ocean.io?

  • Seller: Ocean.io
  • Company Website:
  • Year Founded: 2017
  • HQ Location: San Francisco, CA
  • LinkedIn® Page: www.linkedin.com
    63 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Marketing and Advertising
  • Company Size: 72% Small, 26% Medium

What Do G2 Reviewers Say About Ocean.io?

AI-generated summary from verified user reviews

Pros
  • Users value the precision in B2B lead generation that Ocean.io offers, enhancing their ability to find lead data effectively.
  • Users appreciate the contact information accessibility in Ocean.io, effectively aiding lead generation with vital data.
Cons
  • Users find the export limitations of Ocean.io restrictive, impacting their ability to customize data retrieval.
  • Users find the limited customization options for data exports frustrating and restrictive for their needs.

What Are Recent G2 Reviews of Ocean.io?

What Are G2 Users Discussing About Ocean.io?

Optelos

Optelos is a flexible, scalable and secure cloud-based visual data management and AI analytics platform that transforms geovisual data into actionable insights. Our patented technology geolocates and correlates all types of asset inspection data, organizing vast amounts of unstructured data into an intuitive, contextualized and searchable database ready for analysis and AI implementation. Leveraging computer vision AI, advanced image modeling and APIs for enterprise systems integration, Optelos enables businesses to operationalize and automate their visual asset inspection programs. Optelos is based in Austin, TX.

Average Rating: 4.0/5.0

Total Reviews: 1

Who Is the Company Behind Optelos?

  • Seller: Optelos
  • Year Founded: 2016
  • HQ Location: Deer Park, US
  • LinkedIn® Page: www.linkedin.com
    22 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Optelos?

What Are G2 Users Discussing About Optelos?

Phrazor by vPhrase

Phrazor by vPhrase Analytics is a self-service augmented analytics solution that delivers AI-powered stories from data. It uses NLG capabilities to automatically generate deep insights from complex datasets in digestible language and a narrative format. Phrazor’s applicability has been proven in Marketing, BFSI, FMCG, Pharmaceutical, Logistics, and more industries. Free trial for G2 users: https://phrazor.ai/trial

Average Rating: 4.7/5.0

Total Reviews: 23

Who Is the Company Behind Phrazor by vPhrase?

Who Uses This Product?

  • Company Size: 43% Medium, 43% Large

What Are Recent G2 Reviews of Phrazor by vPhrase?

What Are G2 Users Discussing About Phrazor by vPhrase?

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