Best Predictive Analytics Tools and Software - Page 23

How Many Predictive Analytics Software Products Does G2 Track?

Total Products under this Category: 367

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
  • 367+ 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, Clari, SAS Viya, Google Cloud BigQuery, Adobe Analytics, IBM Cognos Analytics, Amazon Quick, and IBM SPSS Statistics.

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

Sedai

Sedai goes beyond recommendations. Our platform takes action to autonomously manage and optimize your cloud resources, without manual intervention. It analyzes your production environment to find cost and reliability optimization opportunities in real time — learning from behavior patterns and adapting to new releases. Under the hood, Sedai uses deep reinforcement learning to predict the impact of potential optimizations, enabling the platform to take these actions safely. Sedai's unique approach makes it the only way way to manage and optimize the cloud at scale. Unlike conventional automation, Sedai doesn't follow fixed rules and scripts. Instead, it acts like an experienced SRE: incrementally adjusting the configuration of your resources until the exact point where performance or availability would be impacted. The result? Sedai has executed more than 25 million autonomous actions in production — with 0 incidents. Ready to save 30–50% on your cloud costs? Visit sedai.io to speak with our cloud optimization experts.

Average Rating: 4.5/5.0

Total Reviews: 4

How Do G2 Users Rate Sedai?

  • Has the product been a good partner in doing business?: 6.7/10 (Category avg: 8.9/10)

Who Is the Company Behind Sedai?

  • Seller: Sedai
  • Company Website:
  • Year Founded: 2018
  • HQ Location: Pleasanton, California, United States
  • Twitter: @sedai_io
  • LinkedIn® Page: www.linkedin.com
    121 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of Sedai?

What Are G2 Users Discussing About Sedai?

Sensing+

Sensing+ for Agriculture is an integrated microclimate sensing and predictive analytics system designed to empower growers with precise, real-time data and seven-day forecasts tailored to their specific farm conditions. By combining on-farm sensors with advanced data analytics, Sensing+ delivers actionable insights that enhance decision-making across key agricultural activities, including planting, irrigating, feeding, protecting, and harvesting. Key Features and Functionality: - Comprehensive Microclimate Monitoring: Measures critical environmental factors such as temperature, rainfall, leaf wetness, humidity, soil temperature and moisture, wind speed and direction, photosynthetically active radiation, total solar radiation, and air pressure. - Advanced Predictive Analytics: Utilizes artificial intelligence to provide highly localized seven-day forecasts, enabling growers to anticipate and plan for upcoming weather conditions. - User-Friendly Applications: Offers intuitive mobile and web applications that present complex data in an accessible format, allowing growers to visualize current conditions, forecasts, and historical data effortlessly. - Automated Data Collection and Analysis: Continuously records and analyzes data, with machine learning models that improve prediction accuracy over time. - Customizable Alerts and Notifications: Enables growers to set specific conditions for alerts, such as wind speed thresholds, to optimize operations like spraying and irrigation. Primary Value and Problem Solving: Sensing+ addresses the challenges of managing microclimate variability by providing growers with precise, localized data and forecasts. This empowers them to make informed decisions that optimize resource use, enhance crop yields, and reduce operational risks. By offering a comprehensive, end-to-end solution that includes hardware installation, data analysis, and user-friendly applications, Sensing+ simplifies the adoption of advanced agricultural technology, ensuring that growers can focus on their core activities with confidence in their decision-making processes.

Who Is the Company Behind Sensing+?

  • Seller: The Yield
  • Year Founded: 2014
  • HQ Location: Surry Hills, AU
  • LinkedIn® Page: www.linkedin.com
    11 employees on LinkedIn®

Sentio

Sentio Software offers advanced machine learning and predictive analytics solutions designed to enhance document classification and review processes. By leveraging Continuous Active Learning (CAL) technology, Sentio enables users to efficiently identify and prioritize relevant information within large datasets, significantly reducing the time and resources required for comprehensive document analysis.

Who Is the Company Behind Sentio?

  • Seller: Sentio
  • Year Founded: 2015
  • HQ Location: Washington, US
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

Sherlok

Sherlok watches your paid media accounts on its own. Connected to Meta Ads, Google Ads, GA4, and SQL databases, it sends proactive alerts when CPA rises, conversions drop, or a creative wears out, plus a periodic digest of what changed. Want the why? Just ask. More connectors and a native MCP coming soon.

Who Is the Company Behind Sherlok?

SigmaQu

Who Is the Company Behind SigmaQu?

  • Seller: SigmaQu
  • Year Founded: 2024
  • HQ Location: Edinburgh, GB
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

SIGMUND

Who Is the Company Behind SIGMUND?

  • Seller: SIGMUND
  • Year Founded: 1985
  • HQ Location: Paris, FR
  • LinkedIn® Page: www.linkedin.com
    9 employees on LinkedIn®

Splunk Service Intelligence for SAP solutions

Brings the power of AI-driven monitoring to SAP technology stacks, SAP HANA, S4/HANA on-premise and cloud deployments. By correlating SAP data with infrastructure data, organizations can gain end-to-end visibility into business processes, helping eliminate downtime and avoid costly outages.

Average Rating: 4.0/5.0

Total Reviews: 1

Who Is the Company Behind Splunk Service Intelligence for SAP solutions?

  • Seller: Cisco
  • Year Founded: 1984
  • HQ Location: San Jose, CA
  • Twitter: @Cisco
    720,366 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    95,294 employees on LinkedIn®
  • Ownership: NASDAQ:CSCO

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Splunk Service Intelligence for SAP solutions?

SURGE.AI

SURGE addresses a critical need for companies to better understand and improve employee engagement, productivity, and retention in today’s hybrid and dynamic work environments. With rising concerns over employee burnout, disengagement, and high attrition rates, companies often lack the actionable insights needed to foster a healthy workplace culture. SURGE leverages AI-driven analytics to identify patterns in workforce behaviour, track productivity trends, and detect early signs of employee dissatisfaction. By consolidating these insights in a user-friendly platform, SURGE enables organisations to make data-informed decisions that directly impact employee well-being and engagement. Additionally, the platform’s predictive capabilities enable companies to anticipate and address potential issues before they lead to turnover, thereby helping them retain top talent and maintain a motivated workforce. In essence, SURGE empowers organisations to create more resilient, inclusive, and adaptive workplaces by providing the insights needed to support employee success at scale.

Who Is the Company Behind SURGE.AI?

Surge Datalab Private Limited

Surge Datalab is a data engineering and analytics services company that helps mid-sized enterprises unlock the full potential of their data. Leveraging our expertise in data engineering, analytics, and data science, we offer solutions that streamline our clients' operations and drive measurable business impact. Our proven methodology—Discover, Define, Develop, and Deploy—ensures that every data initiative is tailored to our clients' unique needs. With experience at leading global organizations like Citibank, Wells Fargo, and GE, our team combines deep industry knowledge with cutting-edge frameworks and accelerators for rapid implementation and maximum ROI.

Who Is the Company Behind Surge Datalab Private Limited?

Symec Connected Information

Symec Technologies offer a wide range of Hardware, Services and Support solutions for your business critical mobile technology

Who Is the Company Behind Symec Connected Information?

  • Seller: Symec Technologies
  • Year Founded: 2007
  • HQ Location: Bristol, GB
  • Twitter: @SymecTech
    397 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    73 employees on LinkedIn®

SYNACHRON

SYNACHRON is a behavioral simulation platform that tests strategic decisions using synthetic populations before real-world implementation. Teams can evaluate products, marketing, pricing, policies, and communications by modeling diverse population responses to scenarios. The platform uses a three-step workflow: define the scenario, select synthetic agents with demographic and behavioral attributes, and review modeled reactions. SYNACHRON ensures repeatability and auditability by freezing parameters and providing cryptographic hashes. It includes over 30,000 synthetic profiles and offers controls like tenant-scoped execution, immutable snapshots, cost limits, and auditable events. Four simulation environments support business, public policy, political, and defense applications. Outputs provide evidence for pilots, decision support, and hypothesis testing, complementing field research and expert judgment.

Who Is the Company Behind SYNACHRON?

Transorg Analytics

TransOrg Analytics, legally known as Transorg Solutions & Services Private Limited, is a leading data science and AI consulting company headquartered in Gurugram, India. Established in 2009 by industry veteran Naveen Jain, the company delivers advanced analytics, machine learning, and big data solutions to help enterprises make smarter, data-driven decisions. With a team of experienced data scientists, engineers, and domain experts, TransOrg specializes in predictive analytics, customer analytics, risk modeling, big data engineering, and business intelligence. The company has worked with top players across banking, retail, telecom, healthcare, and manufacturing sectors, enabling them to unlock insights, optimize operations, and drive digital transformation. TransOrg combines deep industry knowledge with technological expertise to create tailored AI-driven solutions that deliver measurable business outcomes. Whether you're modernizing your data infrastructure, deploying machine learning models, or scaling your analytics capabilities — TransOrg is your trusted analytics partner.

Who Is the Company Behind Transorg Analytics?

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