Best Analytics Platforms - Page 16

How Many Analytics Platforms Products Does G2 Track?

Total Products under this Category: 597

Category Stats (Sep 2026)

  • Average Rating: 4.51/5 (↑0.01 vs Aug 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: BlazeSQL (+2.75%) - Among all products in this category, BlazeSQL recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Analytics Platforms Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 29,000+ Authentic Reviews
  • 597+ 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 Analytics Platforms

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

Highlighted products: Microsoft Power BI, Tableau, Databricks, SAS Viya, Alteryx, Domo, Looker, and Kyvos Semantic Layer.

Underlying data: [Grid® JSON](https://www.g2.com/categories/analytics-platforms/grids.json?focus%5B%5D=microsoft-microsoft-power-bi&focus%5B%5D=tableau&focus%5B%5D=databricks&focus%5B%5D=sas-sas-viya&focus%5B%5D=alteryx&focus%5B%5D=domo&focus%5B%5D=looker&focus%5B%5D=kyvos-semantic-layer)

MoreThanDigital Insights

MoreThanDigital Insights: Replace Guesswork with Certainty In business, ambiguity leads to costly mistakes and missed opportunities. MoreThanDigital Insights eliminates this uncertainty. We are the world's first full business diagnostics platform, giving leaders the complete 360° view they need to drive growth with confidence.   --- WHAT IS MORETHANDIGITAL INSIGHTS? --- MoreThanDigital Insights is the first AI-powered platform that provides a complete, top-to-bottom health analysis of your entire organization. We go far beyond traditional tools that only tell you what happened. Our diagnostic engine tells you why it happened by pinpointing your precise strengths and weaknesses across every facet of your business. Our expert-developed framework analyzes up to 1400 unique business dimensions, providing a truly holistic view that connects the dots between :   → Strategy & Innovation → Processes & Operations → People & Culture → IT & Technology → Data & Analytics → Customers & Experience → Financials & Key Metrics --- WHO IS IT FOR? --- Our platform is built to empower every business leader, regardless of company size or industry :   → For SMEs up until Corporates and Company Groups: Get a complete picture of your corporate health. Use our group-wide diagnostics to break down silos, align departments, and build a data-driven strategy for the entire organization.   → For Consultants: Supercharge your client analysis. Deliver deep, data-driven insights in a fraction of the time and build your recommendations on a 100% neutral, unbiased foundation to analyze clients effectively.   → For Investors: Go beyond the balance sheet. Use our platform for comprehensive due diligence and portfolio health analysis to uncover hidden risks and opportunities in any investment.   --- WHAT MAKES US DIFFERENT? --- We are the first and only platform to offer a truly complete business diagnosis with AI. → The First True 360° Business Diagnosis: We are the first platform engineered to analyze your entire business ecosystem. We integrate everything—Strategy, Finance, Operations, Culture, and Technology—into a single, interconnected analysis.   → AI-Powered Peer Benchmarking: Our platform uses AI for advanced peer selection, providing a highly accurate, actionable comparison of your performance against relevant competitors.   → Expert-Built & Fact-Based: Our diagnostic power comes from a deep library of over 1000 questions developed by more than 30 industry experts, ensuring a nuanced and credible analysis.   → 100% Neutral & Independent: We have no hidden agenda. Our insights are unbiased, we don't sell your data, and we don't push follow-on consulting services, ensuring the analysis is a true reflection of your business.   Stop guessing. Start knowing. Get started for free today and make your next big decision your best one.  

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate MoreThanDigital Insights?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.2/10)
  • Steps to Answer: 10.0/10 (Category avg: 8.4/10)
  • Reports Interface: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind MoreThanDigital Insights?

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About MoreThanDigital Insights?

AI-generated summary from verified user reviews

Pros
  • Users value the efficiency of MoreThanDigital Insights for its intuitive dashboards and actionable recommendations that drive improvements.
  • Users find the intuitive dashboards of MoreThanDigital Insights easy to navigate and crucial for actionable recommendations.
  • Users find the intuitive navigation of MoreThanDigital Insights enhances usability and promotes effective decision-making.

What Are Recent G2 Reviews of MoreThanDigital Insights?

OWL Intelligence Platform

Connecting Data to Power Wise Decisions Advanced Data Fusion, Visualization and Analytical Technology With 12 Web based visualization tools and mobile phone access without the need for internet access. The OWL Real-time Intelligence Algorithm compares, matches, links, and scores data records and data attributes in real-time from disparate data sources housed in OWL structured and/or unstructured databases or third-party databases accessed via API.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate OWL Intelligence Platform?

  • Steps to Answer: 8.3/10 (Category avg: 8.4/10)
  • Reports Interface: 10.0/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.3/10 (Category avg: 8.5/10)

Who Is the Company Behind OWL Intelligence Platform?

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of OWL Intelligence Platform?

PanApps PanBI

PanBI is a solution that enables both business driven users and technology management to perform different types of data analysis, gain insights from analytics and engage via rich visualizations. It delivers capabilities by having the users not requiring to have IT or data science skills to provide big data to their organizations.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate PanApps PanBI?

  • Steps to Answer: 6.7/10 (Category avg: 8.4/10)
  • Reports Interface: 6.7/10 (Category avg: 8.8/10)
  • Calculated Fields: 10.0/10 (Category avg: 8.5/10)

Who Is the Company Behind PanApps PanBI?

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of PanApps PanBI?

Q-Sensei Logs

Q-Sensei Logs is a fully fledged analytics solution for your event oriented streaming data supporting connectors for Apache Kafka, Confluent's Enterprise Platform and Schema Registry.

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate Q-Sensei Logs?

  • Has the product been a good partner in doing business?: 6.7/10 (Category avg: 9.2/10)
  • Steps to Answer: 6.7/10 (Category avg: 8.4/10)
  • Reports Interface: 6.7/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.3/10 (Category avg: 8.5/10)

Who Is the Company Behind Q-Sensei Logs?

  • Seller: Q-Sensei
  • Year Founded: 2007
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Q-Sensei Logs?

QuantumLayers

QuantumLayers identifies and visualizes the statistical patterns that matter in your data, then explains what they mean in plain language.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate QuantumLayers?

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

Who Is the Company Behind QuantumLayers?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of QuantumLayers?

Quiriz

Quiriz is an AI data analyst for your spreadsheets. Upload a file — Excel, CSV, TXT, or a PDF with data tables — ask a question in plain English, and get a clear, sourced answer in seconds. No formulas, no pivot tables, no SQL, and no waiting on an analyst. It handles the messy reality of real spreadsheets. Quiriz uses AI to find your true headers and skip the stray fragments that shouldn't be imported, so files that would trip up an ordinary tool still work. Ask anything your data can answer — totals, trends, comparisons, breakdowns, outliers — and Quiriz computes it against your actual rows and highlights the numbers that matter. Quiriz is built for teams, not just individuals. Any answer can become a shareable report — a frozen snapshot everyone reads from, so there's no arguing over whose spreadsheet is right. Group work into projects, discuss saved questions in threaded comments, and control who sees what at the dataset and project level. Connect a Google Drive or OneDrive folder and your data refreshes on a schedule, or update it just by emailing the new file in. Quiriz also meets your team where they already work: ask questions right inside Excel with the =QUIRIZ.ASK add-in, or @mention Quiriz in a Slack channel scoped to a specific project. And it stays honest — Quiriz answers only from your data and tells you plainly when something can't be answered, instead of guessing. Files are processed on enterprise-grade US infrastructure, and your original uploads are never permanently stored. Start free, no credit card. Upgrade when you need more. Key features (G2 has a features/bullets section): - Ask questions in plain English — no formulas, SQL, or pivot tables - Answers only from your real data — it won't invent numbers - Imports messy Excel automatically (AI finds headers, skips junk) - Upload Excel, CSV, TXT, or PDF tables; connect Drive/OneDrive folders - Shareable reports — frozen snapshots your team reads and discusses - Scheduled auto-refresh; update data by email or in Slack - =QUIRIZ.ASK() Excel add-in — answers right in the cell - Ask in Slack — per-channel, scoped to a project - Team-first: shared datasets, projects, threaded discussion, access control - US-based enterprise infrastructure; source files never permanently stored

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Quiriz?

  • Reports Interface: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind Quiriz?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Quiriz?

Research Rocket

Research Rocket is an innovative platform designed to help entrepreneurs and startups validate their business ideas before investing significant time and resources into development. By leveraging a structured approach to market research and customer feedback, Research Rocket enables users to assess the viability of their concepts, identify potential challenges, and refine their offerings to better meet market demands. Key Features and Functionality: - Idea Validation Framework: Provides a step-by-step process to test and validate business ideas, ensuring they align with market needs. - Market Research Tools: Offers resources to analyze industry trends, competitor landscapes, and target audience preferences. - Customer Feedback Integration: Facilitates the collection and analysis of feedback from potential customers to gauge interest and identify areas for improvement. - Resource Optimization: Helps prioritize tasks and allocate resources effectively based on validation outcomes. Primary Value and Problem Solved: Research Rocket addresses the common challenge of startups investing heavily in unproven ideas by providing a systematic approach to validation. This reduces the risk of failure, saves time and money, and increases the likelihood of developing products or services that resonate with the target market. By ensuring that business concepts are thoroughly vetted before full-scale development, Research Rocket empowers entrepreneurs to make informed decisions and build successful ventures.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Research Rocket?

  • Steps to Answer: 10.0/10 (Category avg: 8.4/10)
  • Reports Interface: 10.0/10 (Category avg: 8.8/10)
  • Calculated Fields: 10.0/10 (Category avg: 8.5/10)

Who Is the Company Behind Research Rocket?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Research Rocket?

Sundial

Sundial is an AI-powered analytics platform designed to transform how organizations make data-driven decisions. By integrating advanced artificial intelligence with expert analytical frameworks, Sundial enables users across various departments to access, interpret, and act upon complex data insights without requiring extensive technical expertise. At its core, Sundial functions as an agentic analytics platform that seamlessly integrates with existing data stacks and large language model (LLM) tools. This integration allows for rapid deployment and immediate value realization, eliminating the traditional delays associated with data modeling and dashboard creation. ([sundial.so](https://www.sundial.so/?utm_source=openai)) One of Sundial's standout features is its ability to perform complex analyses beyond simple metric look-ups. It proactively surfaces insights, even addressing questions users may not have considered, and communicates these findings through familiar channels such as Slack, Teams, and other collaborative platforms. This ensures that critical information is accessible within the workflows teams already use. ([sundial.so](https://www.sundial.so/?utm_source=openai)) Data quality and trust are paramount in Sundial's design. The platform includes agents that audit data quality, handle data modeling, and conduct in-depth analyses, ensuring that every team receives reliable insights. It also provides transparency by indicating the confidence level of its answers, helping users discern between guaranteed results and directional guidance. ([sundial.so](https://www.sundial.so/?utm_source=openai)) Sundial's AI platform comprises several key components: - **Context Layer**: Incorporates business context, domain knowledge, semantics, and the company's analytical model to provide relevant and accurate insights. - **Quality Agent**: Validates data quality and recommends additional data capture to enhance analysis. - **Modeling Agent**: Transforms raw data into clean, analysis-ready pipelines, facilitating efficient data processing. - **Analysis Agent**: Executes context-aware analyses using expert playbooks, delivering methodological and repeatable reports. - **Storytelling Agent**: Distills complex analyses into clear narratives and actionable recommendations, making insights comprehensible and actionable for decision-makers. ([sundial.so](https://www.sundial.so/?utm_source=openai)) Security and compliance are integral to Sundial's operations. The platform is SOC 2 Type II certified, HIPAA compliant, and offers self-hosting options to ensure that sensitive data remains within the organization's control. ([sundial.so](https://www.sundial.so/?utm_source=openai)) Sundial has demonstrated its effectiveness across various industries. For instance, OpenAI utilized Sundial to automate complex data engineering tasks, achieving comprehensive data visibility almost overnight—a process that would have otherwise taken months. Similarly, Gamma, a startup aiming to disrupt traditional presentation tools, leveraged Sundial to scale from hundreds of thousands to over 50 million users, achieving profitability with a lean team. ([sundial.so](https://www.sundial.so/openai-case-study?utm_source=openai)) In summary, Sundial empowers organizations to make faster, more informed decisions by providing a trustworthy, AI-driven analytics platform that integrates seamlessly with existing tools, ensures data quality, and delivers actionable insights through user-friendly interfaces.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Sundial?

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

Who Is the Company Behind Sundial?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Sundial?

Teclaz AI Analytics

Teclaz is the AI analytics platform built for the 36 million U.S. small businesses that power the economy. While traditional analytics solutions require expensive consultants and engineering degrees, Teclaz offers self-serve dashboards that set up in minutes. We help you understand your users, increase engagement, and drive revenue by scoring conversion probabilities in real-time. Whether you are an owner/founder juggling multiple roles or a webmaster seeking simplicity, Teclaz provides the "why" behind your traffic. Start for free and upgrade as you grow because professional-grade insights should be accessible to everyone.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Teclaz AI Analytics?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.2/10)
  • Steps to Answer: 10.0/10 (Category avg: 8.4/10)
  • Reports Interface: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind Teclaz AI Analytics?

  • Seller: Teclaz
  • Year Founded: 2026
  • HQ Location: Madison, US
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About Teclaz AI Analytics?

AI-generated summary from verified user reviews

Pros
  • Users find Teclaz AI Analytics to be easy to use, allowing for quick implementation and strategic decision-making.
  • Users find Teclaz AI Analytics fairly easy to implement, enabling quick setup for effective website traffic insights.
  • Users find Teclaz AI Analytics easy to use and quick to implement, enhancing their decision-making processes effectively.

What Are Recent G2 Reviews of Teclaz AI Analytics?

Trevor

Enable your whole team to build reports, perform look ups, and get ad hoc answers from your data using a simple, intuitive query builder (or SQL). Easily create beautiful visualisations, dashboards and reports from your data: - export into your favourite formats - send alerts via email, Zapier or to Slack - share internally with your team - share with your customers via embedded dashboards Trevor uses a secure, read-only transaction, takes only 20 minutes to set up & is dbt compatible.

Average Rating: 4.5/5.0

Total Reviews: 1

Who Is the Company Behind Trevor?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Trevor?

What Are G2 Users Discussing About Trevor?

VenalyticsApp

VenalyticsApp is a browser-based Decision Intelligence Platform designed to eliminate the "last-mile" data analysis bottleneck for modern business leaders. While enterprise systems (like HRMS, ERP, CRM, and Finance platforms) excel at storing data, extracting fluid, actionable answers to immediate business questions traditionally requires hours of manual spreadsheet scrubbing, pivot-table building, or waiting on heavily backlogged data engineering teams. VenalyticsApp bypasses this friction entirely. With a simple drag-and-drop framework, cross-functional managers in HR, Finance, Operations, and Procurement can input the standard, raw report exports they already generate daily. The platform instantly interprets the files and builds an interactive, multi-dimensional analytical model in seconds, compressing multi-hour manual workflows into immediate, data-driven decisions. What sets VenalyticsApp apart from traditional Business Intelligence (BI) tools is its unique, dual-layered architecture engineered for the modern enterprise: 100% Privacy-by-Design (Local-First compute): The single biggest barrier to leveraging analytics and AI is the risk of exposing sensitive personnel, financial, or operational data. VenalyticsApp executes 100% of its data parsing, cleaning, and multi-dimensional analysis client-side, entirely within the user's local browser runtime. Sensitive organizational records never leave the local machine, natively satisfying strict international data sovereignty frameworks like GDPR and CCPA. Upstream AI Token Optimization: Standard software architectures blindly pass raw, unformatted files into cloud Large Language Models (LLMs), leading to massive token waste, high latency, and unsustainable inference costs. VenalyticsApp features an intelligent pre-processing layer that filters and structures the data locally before any cloud AI interaction occurs. By heavily compressing the data payload at the browser level, the platform slashes AI token consumption and inference costs by up to 88%, providing a highly optimized, cost-efficient generative analytics experience. VenalyticsApp requires zero multi-month data warehouse implementations, zero complex API integrations, and zero centralized database infrastructure overhead. It provides non-technical corporate leaders with the autonomous, secure, and instant decision-making power they need to drive operational excellence.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate VenalyticsApp?

  • Steps to Answer: 10.0/10 (Category avg: 8.4/10)
  • Reports Interface: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind VenalyticsApp?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of VenalyticsApp?

Voss Solutions

VOSS is a leading provider of digital workplace management technology, helping enterprises and service providers simplify the management of collaboration, communications, productivity, and security environments. The VOSS platform provides a unified layer for automation, monitoring, analytics, and AI, enabling organizations to improve operational efficiency, strengthen governance, enhance user experiences, and reduce costs across multi-vendor environments. Trusted by organizations worldwide, VOSS helps customers manage millions of users and devices through intelligent automation and actionable insights. Learn more at www.voss-solutions.com.

Average Rating: 3.5/5.0

Total Reviews: 1

How Do G2 Users Rate Voss Solutions?

  • Steps to Answer: 6.7/10 (Category avg: 8.4/10)
  • Reports Interface: 6.7/10 (Category avg: 8.8/10)
  • Calculated Fields: 6.7/10 (Category avg: 8.5/10)

Who Is the Company Behind Voss Solutions?

Who Uses This Product?

  • Company Size: 100% Medium

11metrics

Privacy-first analytics for marketing agencies that tracks every lead (form submits, WhatsApp clicks, phone calls), scores prospects automatically, and calculates performance fees — all without storing plain PII.

Who Is the Company Behind 11metrics?

180ops

180ops: Revenue Intelligence & Sales Analytics Get situational awareness or your priorities, risks and opportunities for cross-selling, LTV growth and new customer acquisition across entire market and customer interface including your full offering portfolio. Create bridge between strategic planning and operational execution. Gain full visibility into your pipeline, account health, and market opportunity--all with predictive clarity. What makes us different: 🟣 Smart Forecasting, Real and actionable Insights — Combines internal billing, pipeline and customer data with external signals to guide where to act next. 🟣 Account-Level Intelligence — Understand which accounts to focus on, where to expand penetration, and how to grow ARPA & LTV. 🟣 Market-Level Awareness — Detect trends, risks, and untapped opportunity in your total addressable market. 🟣 Sales Performance Insights — Analyze rep activity, deal velocity, churn risk, wallet size, and forecast confidence with data beyond win-loss metrics. 🟣 Ansoff Matrix portfolio analysis for today — How offerings perform in new customer acquisition, cross-selling and upsales/renewal? What is the time-to-money, avg deal size and hitrate? Learn how to open and expand customer relationship in different segments 🟣 Perfect Stack Partner as central intelligence — Works with your CRM, ERP, SalesOps tools like Clari or Gong — without replacing them. 180ops is a "flow thru technology", our goal is to deliver customer experience with: 1. right answer 2. to the right person 3. at the right time 4. in an understandable format 5. in technologies that are used for decision making Delivering the data to other systems is imperative. 180ops is Microsoft ISV operating primarily in Azure (Azure Marketplace offering), delivers the data to CRM as ready made visualizations, connects with your datalake or One Cloud and offers MCP and API for LLMs and Agentic AI use cases. 180ops acts as the central intelligence distributing situational awareness and directions to other technologies

Who Is the Company Behind 180ops?

  • Seller: 180ops
  • Year Founded: 2022
  • HQ Location: Helsinki, FI
  • LinkedIn® Page: www.linkedin.com
    9 employees on LinkedIn®

1Platform

1Platform by Polestar Analytics is a unified, low-code data intelligence ecosystem that transforms enterprise data management through its powerful orchestration engine, AI capabilities, and comprehensive analytics portal. Built with a no-code platform for data engineering, it seamlessly integrates 100+ data sources while providing automated data lake acceleration, historical data migration, and comprehensive data quality scorecards with execution logs for complete governance. What sets 1Platform apart is its ability to deliver actionable intelligence at scale through unified insights access, agentic and generative AI capabilities that go beyond data summarization to extract additional insights and advanced preloaded, scalable and customisable LLM and reasoning models reducing time and talent requirement. The platform operates through a single, intuitive interface across any cloud environment with modular, plug-and-play architecture, featuring access-based configuration for analytics, dashboard management, and a comprehensive notifications hub for tracking key activities. Backed by 350+ successful clients, 1,000+ implementations, and an exceptional 87% repeat business rate across 20+ global markets, Polestar Analytics delivers the agility, speed, and intelligence that modern enterprises demand to maintain their competitive edge.

Who Is the Company Behind 1Platform?

  • Seller: Polestar Analytics
  • Year Founded: 2012
  • HQ Location: Plano, US
  • Twitter: @PolestarLLP
    508 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    634 employees on LinkedIn®
Tian Lin
TL
Researched and written by Tian Lin
Updated July 2, 2025