Best Analytics Platforms - Page 2

How Many Analytics Platforms Products Does G2 Track?

Total Products under this Category: 598

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
  • 598+ 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)

Yellowfin BI

Yellowfin è l'unica suite di analisi che combina con successo dashboard basate su azioni con analisi automatizzata leader nel settore e narrazione dei dati. Fornendo la migliore esperienza analitica, Yellowfin offre ai tuoi utenti modi unici per interagire e agire sui loro dati, e risponde alle esigenze di analisti di dati, utenti aziendali, clienti e sviluppatori che vogliono costruire, distribuire o utilizzare esperienze analitiche straordinarie. Analisi per aziende di software Integra e incorpora analisi con una differenza nella tua app, a modo tuo * Sostituisci strumenti di reporting legacy o sviluppati internamente * Incorpora una suite di analisi moderna e self-service * Offri un'esperienza cliente eccezionale Analisi per imprese Ottieni più valore dai tuoi dati in modi nuovi e innovativi * Migra dai fogli di calcolo a una piattaforma di analisi moderna * Sostituisci applicazioni BI legacy * Incorpora analisi nei flussi di lavoro operativi Costruttori di Applicazioni Analitiche Sfrutta la tua esperienza nel dominio per creare prodotti di dati che deliziano * Crea applicazioni uniche basate sui dati * Chiudi il cerchio sull'analisi * Offri approfondimenti come servizio

Average Rating: 4.4/5.0

Total Reviews: 419

How Do G2 Users Rate Yellowfin BI?

  • Ritiene che the product sia stato un valido partner commerciale?: 8.9/10 (Category avg: 9.2/10)
  • Passaggi per rispondere: 8.0/10 (Category avg: 8.4/10)
  • Interfaccia dei Rapporti: 8.6/10 (Category avg: 8.8/10)
  • Campi Calcolati: 8.2/10 (Category avg: 8.5/10)

Who Is the Company Behind Yellowfin BI?

  • Venditore: Yellowfin
  • Anno di Fondazione: 2003
  • Sede centrale: Austin, Texas
  • Twitter: @YellowfinBI
    5,783 follower su Twitter
  • Pagina LinkedIn®: www.linkedin.com
    64 dipendenti su LinkedIn®

Who Uses This Product?

  • Who Uses This: General Manager, Business Analyst
  • Top Industries: Software per computer, Tecnologia dell'informazione e servizi
  • Company Size: 46% Small, 35% Medium

What Do G2 Reviewers Say About Yellowfin BI?

AI-generated summary from verified user reviews

Pros
  • Gli utenti apprezzano l'interfaccia intuitiva di Yellowfin BI, che consente la creazione di dashboard e la visualizzazione dei dati senza problemi.
  • Gli utenti apprezzano le capacità di visualizzazione dei dati user-friendly di Yellowfin BI, che consentono una reportistica facile ed efficace.
  • Gli utenti apprezzano l'interfaccia intuitiva di Yellowfin BI, che consente una configurazione rapida e una facile creazione di report senza sfide tecniche.
  • Gli utenti elogiano l'interfaccia intuitiva di Yellowfin BI, che consente una rapida creazione di dashboard e una facile esplorazione dei dati.
  • Gli utenti apprezzano la personalizzazione rapida e semplice del cruscotto di Yellowfin BI, che consente una visualizzazione dei dati rapida ed efficace.
Cons
  • Gli utenti spesso sperimentano una ripida curva di apprendimento con Yellowfin BI, specialmente per le funzionalità avanzate e la personalizzazione.
  • Gli utenti segnalano difficoltà con la gestione di grandi quantità di dati in Yellowfin BI, notando rallentamenti delle prestazioni e tempi lunghi di aggiornamento dei filtri.
  • Gli utenti sperimentano prestazioni lente con grandi set di dati in Yellowfin BI, influenzando l'efficienza e la soddisfazione degli utenti.
  • Gli utenti spesso affrontano problemi di prestazioni con Yellowfin BI, inclusi tempi di caricamento lenti per grandi set di dati e dashboard complessi.
  • Gli utenti trovano personalizzazione limitata in Yellowfin BI, influenzando l'analisi avanzata e la capacità di creare visualizzazioni su misura.

What Are Recent G2 Reviews of Yellowfin BI?

What Are G2 Users Discussing About Yellowfin BI?

FICO Analytics Workbench™

FICO® Analytics Workbench™ is a comprehensive predictive analytics tool designed to empower businesses in developing and deploying explainable machine learning models. It caters to both business users and data scientists, facilitating data exploration, visual data wrangling, decision strategy design, and machine learning within a unified environment. The platform is built on the high-performance FICO® Decision Management Platform, ensuring scalability and integration with real-time business operations. Key Features and Functionality: - Explainable AI Toolkit: Provides transparency in AI-derived decisions, enabling users to validate and interpret machine learning models effectively. - Integrated Development Environment: Combines decision trees, scorecards, and machine learning techniques, offering a versatile toolkit for model development. - User-Friendly Interface: Designed for users with varying skill sets, from business analysts to data scientists, promoting collaboration and productivity. - Cloud-Based Deployment: Offers a cloud-ready solution, allowing for scalable and flexible deployment options. - Regulatory Compliance Support: Automates the production of necessary documentation to meet internal review and external regulatory requirements. Primary Value and Problem Solving: FICO® Analytics Workbench™ addresses the growing need for transparent and interpretable AI models in business decision-making. By providing tools that make machine learning models explainable, it helps organizations comply with regulatory standards and build trust in AI-driven decisions. The platform's intuitive design and comprehensive features enable faster time-to-value, enhanced productivity, and improved business outcomes through analytically powered decisions.

Average Rating: 4.3/5.0

Total Reviews: 11

How Do G2 Users Rate FICO Analytics Workbench™?

  • Has the product been a good partner in doing business?: 8.7/10 (Category avg: 9.2/10)
  • Steps to Answer: 8.8/10 (Category avg: 8.4/10)
  • Reports Interface: 8.8/10 (Category avg: 8.8/10)
  • Calculated Fields: 9.2/10 (Category avg: 8.5/10)

Who Is the Company Behind FICO Analytics Workbench™?

  • Seller: FICO
  • Year Founded: 1956
  • HQ Location: Bozeman, Montana
  • LinkedIn® Page: www.linkedin.com
    3,806 employees on LinkedIn®
  • Ownership: NYSE:FICO
  • Total Revenue (USD mm): $1,294

Who Uses This Product?

  • Company Size: 45% Large, 27% Medium

What Do G2 Reviewers Say About FICO Analytics Workbench™?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of FICO Analytics Workbench™, making complex analysis straightforward and accessible.

What Are Recent G2 Reviews of FICO Analytics Workbench™?

Count

Count is a modern data collaboration platform that helps data teams actually work together. It combines a data notebook with a real-time collaborative canvas for analysis and visualisation, so everyone can query, debug, and explore data in one place. Count replaces the mess of disconnected tools with a single workspace where analysts, engineers, and stakeholders can write SQL or Python, build visualisations, and share insights instantly. You can import and debug dbt models, see live results from connected CTEs, and export back to dbt Cloud, GitHub, or full SQL scripts. Used by over 500 data teams, including Accenture, Cleo AI, and Too Good To Go, Count helps teams move beyond static dashboards and focus on solving real business problems. It’s data collaboration that actually works.

Average Rating: 4.8/5.0

Total Reviews: 104

How Do G2 Users Rate Count?

  • Has the product been a good partner in doing business?: 9.5/10 (Category avg: 9.2/10)
  • Steps to Answer: 8.5/10 (Category avg: 8.4/10)
  • Reports Interface: 8.5/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.8/10 (Category avg: 8.5/10)

Who Is the Company Behind Count?

  • Seller: Count Technologies
  • Company Website:
  • Year Founded: 2016
  • HQ Location: London, United Kingdom
  • Twitter: @counthq
    2,104 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    26 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Analyst, Analytics Engineer
  • Top Industries: Financial Services, Information Technology and Services
  • Company Size: 79% Medium, 11% Large

What Do G2 Reviewers Say About Count?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the intuitive team collaboration features of Count, facilitating smoother workflows and interactive data analysis.
  • Users appreciate the ease of use of Count, which simplifies data exploration and analysis for all team members.
  • Users value the responsive and helpful customer support from Count, enhancing their overall data experience and usability.
  • Users value the flexibility of Count, enabling easy data understanding and seamless integration of diverse analytics tools.
  • Users love the flexibility in data visualization with Count, enhancing exploratory analysis and real-time collaboration.
Cons
  • Users note a steep learning curve, requiring training for those unfamiliar with similar canvas models and tools.
  • Users experience slow performance with Count when handling large canvases or numerous data cells, affecting efficiency.
  • Users express a desire for more customization options, particularly for dashboards and visual reports within Count.
  • Users note the missing features in Count, limiting usability and creating barriers for self-service data analysis.
  • Users experience layout issues that can make navigation and organization difficult, affecting the overall usability of Count.

What Are Recent G2 Reviews of Count?

Dataiku

Dataiku is the Platform for AI Success: the AI orchestration layer where enterprises build, deploy, and govern analytics, models, and agents at scale. It sits on top of the data platforms, clouds, and AI services you already use, working across all of them without locking you into any one. Dataiku expands who can build production AI, putting the right tools in the hands of data scientists and domain experts alike, from fraud analysts to demand planners. It orchestrates machine learning, rules, LLMs, and agents as one governed system, built on more than a decade of running production AI. Governance is part of the build rather than something bolted on afterward, so teams ship faster while keeping performance, cost, and risk under control. The result: AI that moves from experimentation to trusted, measurable execution now, not in 18 months.

Average Rating: 4.4/5.0

Total Reviews: 218

How Do G2 Users Rate Dataiku?

  • Has the product been a good partner in doing business?: 8.6/10 (Category avg: 9.2/10)
  • Steps to Answer: 7.8/10 (Category avg: 8.4/10)
  • Reports Interface: 7.8/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.2/10 (Category avg: 8.5/10)

Who Is the Company Behind Dataiku?

  • Seller: Dataiku
  • Company Website:
  • Year Founded: 2013
  • HQ Location: New York, NY
  • Twitter: @dataiku
    22,917 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,619 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Scientist, Data Analyst
  • Top Industries: Financial Services, Pharmaceuticals
  • Company Size: 59% Large, 23% Medium

What Do G2 Reviewers Say About Dataiku?

AI-generated summary from verified user reviews

Pros
  • Users find Dataiku easy to use, simplifying ML development and helping detect opportunities and risks effortlessly.
  • Users appreciate how Dataiku simplifies ML development, enabling quick training, evaluation, and understanding of data easily.
  • Users value the ease of use in Dataiku, enabling collaboration and simplifying complex data processes for all skill levels.
  • Users appreciate the easy integrations of Dataiku, facilitating collaboration across diverse analytics tools and skill sets.
  • Users commend the productivity improvement brought by Dataiku’s visual recipes and robust tools for analytics projects.
Cons
  • Users find the learning curve steep, making it challenging for beginners to fully utilize Dataiku's advanced features.
  • Users find the steep learning curve challenging, especially for beginners navigating Dataiku's advanced features.
  • Users face slow performance with Dataiku when managing large datasets, impacting efficiency and productivity.
  • Users find the difficult learning curve challenging for beginners, impacting their ability to maximize the platform's potential.
  • Users find the pricing high for small companies and students, impacting accessibility for basic projects.

What Are Recent G2 Reviews of Dataiku?

What Are G2 Users Discussing About Dataiku?

Incorta

Incorta is the first and only open data delivery platform that enables real-time analysis of live, detailed data across all systems of record—without the need for complex ETL processes. By enabling direct analysis on raw, source-identical data, Incorta provides faster, more accurate insights while removing barriers to exploration. With intuitive low-code/no-code tools, AI-powered querying through Nexus, and prebuilt business data applications, enterprise teams can quickly surface insights, break down technical roadblocks, and make smarter decisions without heavy engineering effort. For more information, please visit www.incorta.com.

Average Rating: 4.4/5.0

Total Reviews: 55

How Do G2 Users Rate Incorta?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 9.2/10)
  • Steps to Answer: 9.2/10 (Category avg: 8.4/10)
  • Reports Interface: 9.3/10 (Category avg: 8.8/10)
  • Calculated Fields: 9.0/10 (Category avg: 8.5/10)

Who Is the Company Behind Incorta?

  • Seller: Incorta
  • Company Website:
  • Year Founded: 2013
  • HQ Location: San Mateo, CA
  • LinkedIn® Page: www.linkedin.com
    348 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 56% Large, 29% Medium

What Do G2 Reviewers Say About Incorta?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of integration with diverse data sources, enhancing their data management efficiency.
  • Users value the easy integrations with various data sources, enhancing their data analysis experience significantly.
  • Users value the ease of integration with various data sources, enhancing their workflow and data management.
Cons
  • Users often face bugs related to outdated JRE support, impacting the performance of the local data agent.

What Are Recent G2 Reviews of Incorta?

What Are G2 Users Discussing About Incorta?

KNIME

KNIME aiuta tutti a dare un senso ai dati. La sua piattaforma KNIME Analytics, gratuita e open source, consente a chiunque — che provenga da un background aziendale, tecnico o di dati — di lavorare intuitivamente con i dati, ogni giorno. KNIME Business Hub è il complemento commerciale della piattaforma KNIME Analytics e consente agli utenti di collaborare sulla scienza dei dati e condividere approfondimenti all'interno dell'organizzazione. Insieme, i prodotti supportano l'intero ciclo di vita della scienza dei dati, permettendo ai team a tutti i livelli di prontezza analitica di supportare l'operazionalizzazione dei dati e di costruire una pratica di scienza dei dati scalabile.

Average Rating: 4.5/5.0

Total Reviews: 117

How Do G2 Users Rate KNIME?

  • Ritiene che the product sia stato un valido partner commerciale?: 8.5/10 (Category avg: 9.2/10)
  • Passaggi per rispondere: 8.3/10 (Category avg: 8.4/10)
  • Interfaccia dei Rapporti: 8.2/10 (Category avg: 8.8/10)
  • Campi Calcolati: 8.9/10 (Category avg: 8.5/10)

Who Is the Company Behind KNIME?

  • Venditore: KNIME
  • Sito web dell'azienda:
  • Anno di Fondazione: 2008
  • Sede centrale: Zurich, Switzerland
  • Twitter: @knime
    7,998 follower su Twitter
  • Pagina LinkedIn®: www.linkedin.com
    245 dipendenti su LinkedIn®

Who Uses This Product?

  • Top Industries: Tecnologia dell'informazione e servizi, Istruzione superiore
  • Company Size: 39% Large, 34% Medium

What Do G2 Reviewers Say About KNIME?

AI-generated summary from verified user reviews

Pros
  • Gli utenti trovano che la facilità d'uso di KNIME aumenti la produttività, permettendo anche a persone non tecniche di creare flussi di lavoro senza sforzo.
  • Gli utenti trovano la facilità di codifica di KNIME notevole, consentendo flussi di lavoro senza sforzo senza richiedere competenze tecniche estese.
  • Gli utenti trovano KNIME una piattaforma facile da imparare, che consente la creazione rapida di flussi di lavoro senza competenze di programmazione.
  • Gli utenti trovano KNIME facile da imparare e iniziano a ottenere risultati, grazie alla sua interfaccia di flusso di lavoro visiva intuitiva.
  • Gli utenti amano le capacità di visualizzazione dei dati facili e intuitive di KNIME, migliorando la comprensione e la comunicazione degli approfondimenti sui dati.
Cons
  • Gli utenti trovano la curva di apprendimento iniziale impegnativa, soprattutto per coloro che non hanno familiarità con i concetti di data science e la programmazione visiva.
  • Gli utenti affrontano problemi di utilizzo della memoria con KNIME, portando a prestazioni lente, specialmente con file e operazioni più grandi.
  • Gli utenti segnalano limitazioni di archiviazione con KNIME, portando a problemi di prestazioni e difficoltà con grandi set di dati.
  • Gli utenti notano che problemi di gestione dei dati ostacolano la loro esperienza, specialmente con la gestione dei file e alcuni database.
  • Gli utenti trovano la mancanza di risorse didattiche per KNIME un ostacolo significativo all'uso efficace.

What Are Recent G2 Reviews of KNIME?

What Are G2 Users Discussing About KNIME?

Deepnote

Deepnote è uno spazio di lavoro per i dati dove agenti e umani lavorano insieme. È progettato per semplificare l'esplorazione dei dati, accelerare l'analisi e fornire rapidamente intuizioni azionabili per te e il tuo team. A differenza degli strumenti obsoleti come Jupyter, Deepnote è costruito pensando al prossimo decennio. Deepnote dà a chiunque lavori con i dati dei superpoteri. Unifica il tuo flusso di lavoro dei dati attraverso uno strato semantico integrato, preparando i tuoi dati per applicazioni AI avanzate. Puoi anche sfruttare il nostro copilota AI per i dati per chattare con i tuoi dati, creare grafici, scrivere codice o trasformare i tuoi notebook AI in dashboard o app di dati completamente sviluppate. Combina dati, codice SQL o Python e visualizzazioni fianco a fianco su una tela flessibile - migliorata con modelli di ragionamento AI all'avanguardia. 🤖 Analizza con AI • Genera codice e visualizzazioni descrivendo il tuo obiettivo. • Scrivi automaticamente, esegui e correggi il codice con l'AI. • Muoviti più velocemente con suggerimenti AI contestuali. 🔗 Unifica • Connettiti a oltre 60 fonti di dati come BigQuery, Snowflake e PostgreSQL. • Combina Python e SQL in un unico notebook. • Costruisci moduli ETL, analitici e metrici riutilizzabili. • Crea uno strato semantico con definizioni condivise e metriche affidabili. ⚖️ Scala • Aumenta istantaneamente la potenza di calcolo, più inclusa rispetto a Colab. • Pianifica lavori e ricevi notifiche con risultati aggiornati. • Organizza il lavoro in progetti e cartelle per la chiarezza del team. • Gestisci i flussi di lavoro tramite REST API. 🚀 Lancia • Trasforma i notebook in dashboard o app di dati, nativamente o con Streamlit. • Lascia che gli utenti esplorino i dati con input interattivi. • Condividi app sicure e live con un solo clic.

Average Rating: 4.5/5.0

Total Reviews: 382

How Do G2 Users Rate Deepnote?

  • Ritiene che the product sia stato un valido partner commerciale?: 8.6/10 (Category avg: 9.2/10)
  • Passaggi per rispondere: 7.7/10 (Category avg: 8.4/10)
  • Interfaccia dei Rapporti: 8.0/10 (Category avg: 8.8/10)
  • Campi Calcolati: 8.2/10 (Category avg: 8.5/10)

Who Is the Company Behind Deepnote?

  • Venditore: Deepnote
  • Sito web dell'azienda:
  • Anno di Fondazione: 2019
  • Sede centrale: San Francisco , US
  • Twitter: @DeepnoteHQ
    5,239 follower su Twitter
  • Pagina LinkedIn®: www.linkedin.com
    17 dipendenti su LinkedIn®

Who Uses This Product?

  • Who Uses This: Student, Data Analyst
  • Top Industries: Software per computer, Istruzione superiore
  • Company Size: 67% Small, 25% Medium

What Do G2 Reviewers Say About Deepnote?

AI-generated summary from verified user reviews

Pros
  • Gli utenti trovano che la facilità d'uso di Deepnote migliori la collaborazione e semplifichi l'analisi dei dati con la sua interfaccia intuitiva.
  • Gli utenti apprezzano le capacità di collaborazione senza interruzioni di Deepnote, migliorando il lavoro di squadra e l'efficienza nei progetti di dati.
  • Gli utenti apprezzano le capacità di collaborazione in tempo reale di Deepnote, migliorando il lavoro di squadra e l'efficienza nei processi analitici.
  • Gli utenti apprezzano le facili integrazioni in Deepnote, che consentono uno sviluppo più rapido e una gestione dei dati senza interruzioni tra le piattaforme.
  • Gli utenti trovano la gestione dei dati senza sforzo con Deepnote, beneficiando di integrazioni facili e capacità di analisi senza soluzione di continuità.
Cons
  • Gli utenti notano prestazioni lente quando gestiscono grandi set di dati, influenzando la velocità di analisi e l'esperienza utente.
  • Gli utenti trovano che le funzionalità limitate di Deepnote limitano la loro capacità di sfruttarne appieno il potenziale.
  • Gli utenti riscontrano problemi di gestione dei dati con prestazioni lente e un sistema di gestione dei file poco intuitivo, influenzando l'usabilità.
  • Gli utenti sperimentano prestazioni lente con Deepnote, in particolare quando elaborano grandi set di dati, influenzando l'efficienza durante compiti critici.
  • Gli utenti affrontano tempi di caricamento lenti in Deepnote, in particolare con progetti più grandi, il che può ostacolare la produttività e frustrare le esperienze.

What Are Recent G2 Reviews of Deepnote?

What Are G2 Users Discussing About Deepnote?

Coefficient

Coefficient is a new way to work with your company data better, faster, and more accurately without ever leaving your spreadsheet, integrating with the tools you already use. Install the Coefficient Excel or Google Sheets extension and use it in a new or existing sheet in seconds. Once installed, Coefficient lives as a sidebar companion so your company data is only a couple of clicks away at any time. Any data source that you work with is available directly in your Coefficient sidebar – such as Salesforce, HubSpot, Snowflake, NetSuite, QuickBooks, MySQL, and Looker – with the ability to consolidate your data from multiple systems into one spreadsheet. Use Coefficient filters to easily customize your imports to only work with the data you need, keeping your spreadsheets performant. Quickly go back anytime to add more data in the same report. Never rebuild the same analysis twice by keeping your data up to date with scheduled updates. And, use Coefficient alerts to trigger Slack or email messages anytime your spreadsheet updates. Now, you can turn your spreadsheet into the most flexible, powerful monitoring system across all of your company data. Say “goodbye” to manual data workflows and “hello” to connected spreadsheets.

Average Rating: 4.7/5.0

Total Reviews: 198

How Do G2 Users Rate Coefficient?

  • Has the product been a good partner in doing business?: 9.0/10 (Category avg: 9.2/10)
  • 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 Coefficient?

  • Seller: Coefficient
  • Company Website:
  • Year Founded: 2020
  • HQ Location: Palo Alto, CA
  • Twitter: @coefficient_io
    346 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    71 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 46% Medium, 35% Small

What Do G2 Reviewers Say About Coefficient?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Coefficient, enjoying seamless data extraction and hassle-free synchronization across tools.
  • Users value the automation capabilities of Coefficient, making data management effortless and efficient.
  • Users appreciate the seamless integrations of Coefficient, enabling effortless data flow between systems like Salesforce and QuickBooks.
  • Users find easy integrations with Coefficient seamless, enhancing productivity and simplifying their data workflow considerably.
  • Users value the time-saving automation of Coefficient, reclaiming hours in their weekly reporting tasks.
Cons
  • Users find the feature limitations of Coefficient frustrating, particularly with filtering and integration challenges.
  • Users find the limited filtering options in Coefficient restrictive and detrimental to their data analysis experience.
  • Users find the missing features in Coefficient limiting, especially with filters and integrating charts from SFDC.
  • Users find the limit of Google Sheets for multiple filters and imports restricts their data management capabilities.
  • Users face integration issues with Coefficient, leading to frustrating limitations when connecting to other tools and systems.

What Are Recent G2 Reviews of Coefficient?

Lightdash

Lightdash is the fastest way for modern data teams to build and scale AI-powered self-serve analytics. It enables analysts to define metrics and make them accessible to non-technical users, who can explore data and build dashboards without writing SQL. Lightdash integrates with modern data stacks, supports a governed semantic layer, and offers developer-friendly features like Git-based workflows. It is designed to reduce the overhead of maintaining BI tools, streamline metric definitions, and improve access to consistent data across teams. Lightdash is used and trusted by companies of all sizes, from start ups to international publicly listed organisations.

Average Rating: 4.9/5.0

Total Reviews: 19

How Do G2 Users Rate Lightdash?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.2/10)
  • Steps to Answer: 8.1/10 (Category avg: 8.4/10)
  • Reports Interface: 9.4/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.3/10 (Category avg: 8.5/10)

Who Is the Company Behind Lightdash?

  • Seller: Lightdash
  • HQ Location: San Francisco, US
  • Twitter: @lightdash_devs
    2,416 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    29 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 58% Medium, 21% Large

What Are Recent G2 Reviews of Lightdash?

SAP Analytics Cloud

With the SAP Analytics Cloud solution, you can bring together analytics and planning with unique integration to SAP applications and smooth access to heterogenous data sources. As the analytics and planning solution within SAP Business Technology Platform, SAP Analytics Cloud supports trusted insights and integrated planning processes enterprise-wide to help you make decisions without doubt.

Average Rating: 4.2/5.0

Total Reviews: 749

How Do G2 Users Rate SAP Analytics Cloud?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.2/10)
  • Steps to Answer: 8.0/10 (Category avg: 8.4/10)
  • Reports Interface: 8.3/10 (Category avg: 8.8/10)
  • Calculated Fields: 7.9/10 (Category avg: 8.5/10)

Who Is the Company Behind SAP Analytics Cloud?

  • Seller: SAP
  • Year Founded: 1972
  • HQ Location: Walldorf
  • Twitter: @SAP
    297,052 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    141,955 employees on LinkedIn®
  • Ownership: NYSE:SAP

Who Uses This Product?

  • Who Uses This: Senior Consultant, Consultant
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 49% Large, 28% Medium

What Do G2 Reviewers Say About SAP Analytics Cloud?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use in SAP Analytics Cloud, simplifying data understanding for everyday tasks and decision-making.
  • Users value the powerful data analysis capabilities of SAP Analytics Cloud for its seamless integration and advanced planning features.
  • Users value the strong visualization capabilities of SAP Analytics Cloud, enhancing data storytelling and stakeholder communication.
  • Users value the easy integrations of SAP Analytics Cloud, allowing seamless connectivity and enhanced collaboration across tools.
  • Users value the powerful integration and predictive modeling capabilities of SAP Analytics Cloud for efficient project management.
Cons
  • Users experience slow performance with large datasets, affecting efficiency and user satisfaction in SAP Analytics Cloud.
  • Users face a steep learning curve in SAP Analytics Cloud that can hinder effective usage without proper training.
  • Users face a steep learning curve with SAP Analytics Cloud, requiring training to navigate its advanced features effectively.
  • Users often face performance issues with SAP Analytics Cloud, particularly when handling large datasets and complex calculations.
  • Users note that handling large datasets can slow down performance, impacting their overall experience with SAP Analytics Cloud.

What Are Recent G2 Reviews of SAP Analytics Cloud?

What Are G2 Users Discussing About SAP Analytics Cloud?

Luzmo

Customers choose Luzmo to give their users clean, intuitive analytics directly inside their product, without forcing them into a separate BI tool. Reviews highlight how fast teams can move from raw data to fully branded dashboards, how easy it is for non‑technical users to explore and customize their own views, and how seamless the embedding experience feels. Many users call out Luzmo’s customer‑first support and dedicated CSMs as a key reason they can roll out new analytics experiences quickly and keep improving them over time.

Average Rating: 4.6/5.0

Total Reviews: 70

How Do G2 Users Rate Luzmo?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 9.2/10)
  • Steps to Answer: 8.2/10 (Category avg: 8.4/10)
  • Reports Interface: 8.8/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.1/10 (Category avg: 8.5/10)

Who Is the Company Behind Luzmo?

  • Seller: Luzmo NV
  • Year Founded: 2015
  • HQ Location: Brooklyn, US
  • Twitter: @luzmo_official
    895 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    49 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 59% Small, 32% Medium

What Do G2 Reviewers Say About Luzmo?

AI-generated summary from verified user reviews

Pros
  • Users praise the ease of use of Luzmo, enabling quick dashboard creation without a steep learning curve.
  • Users value Luzmo's embedding features, enabling fast, integrated analytics that enhance user experience and engagement.
  • Users value the customization capabilities of Luzmo, enabling tailored solutions and efficient management of diverse tenant applications.
  • Users commend Luzmo for its intuitive interface and rapid deployment, significantly enhancing analytics and user engagement.
  • Users find the setup process of Luzmo incredibly easy, facilitating quick deployment and enhancing overall experience.
Cons
  • Users find Luzmo's complexity burdensome, with challenges in setup, performance, and dashboard editing capabilities.
  • Users face limited options for complex queries and chart configurations in Luzmo, impacting their data management experience.
  • Users face performance issues with large datasets, experiencing lags and sync problems that hinder productivity.
  • Users experience table limitations in Luzmo, hindering complex queries and chart functionalities in their data management.
  • Users face performance and sync issues with larger datasets, impacting efficiency and usability within Luzmo.

What Are Recent G2 Reviews of Luzmo?

What Are G2 Users Discussing About Luzmo?

SAS Enterprise Guide

SAS Enterprise Guide is a Windows-based client application that provides a user-friendly, point-and-click interface to the powerful analytics capabilities of SAS software. Designed to cater to both novice and experienced users, it facilitates data access, management, analysis, and reporting without the need for extensive programming knowledge. By integrating a wide array of analytical tasks with an intuitive graphical interface, SAS Enterprise Guide empowers users to efficiently conduct complex analyses and share results across their organization. Key Features and Functionality: - Intuitive Interface and Wizards: Offers guided access to SAS capabilities, from basic reporting to advanced analyses, through flexible wizards and an intuitive process flow diagram facility. - Comprehensive Analytical Tasks: Includes over 100 prebuilt tasks for descriptive statistics, predictive modeling, regression analysis, and more, enabling users to perform complex analyses without writing code. - Data Management: Provides a powerful graphical query builder for accessing and manipulating various data types, including SAS datasets and native Windows data types, without requiring SQL expertise. - OLAP Access and Visualization: Supports dynamic slicing, drilling, and pivoting of data for exploration, with integration capabilities for SAS OLAP Server and other third-party vendors supporting OLE DB for OLAP. - Result Distribution and Sharing: Facilitates the distribution of results through multiple channels, including SAS BI report/content repository, Microsoft Office documents, and email, ensuring seamless sharing and collaboration. - High-Performance Computing and Grid Enablement: Automatically detects grid environments for efficient processing, analyzes SAS programs to optimize performance, and enables parallel execution of tasks on the same server. Primary Value and User Solutions: SAS Enterprise Guide addresses the need for a self-service analytics environment that empowers business analysts and other users to perform sophisticated data analyses without relying heavily on IT departments. By providing guided access to data integration, preparation, analytics, and reporting, it enables users to quickly access data, conduct analyses, and distribute results, thereby accelerating decision-making processes. The integration with SAS Viya further enhances its capabilities, allowing users to leverage modern, cloud-based platforms for scalable and efficient analytics. This comprehensive toolset ultimately helps organizations harness their data effectively, leading to more informed business decisions and improved operational efficiency.

Average Rating: 4.3/5.0

Total Reviews: 112

How Do G2 Users Rate SAS Enterprise Guide?

  • Has the product been a good partner in doing business?: 9.0/10 (Category avg: 9.2/10)
  • Steps to Answer: 7.9/10 (Category avg: 8.4/10)
  • Reports Interface: 8.4/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.1/10 (Category avg: 8.5/10)

Who Is the Company Behind SAS Enterprise Guide?

  • Seller: SAS Institute Inc.
  • Year Founded: 1976
  • HQ Location: Cary, NC
  • Twitter: @SASsoftware
    60,863 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    18,638 employees on LinkedIn®
  • Phone: 1-800-727-0025

Who Uses This Product?

  • Top Industries: Banking, Hospital & Health Care
  • Company Size: 57% Large, 26% Medium

What Do G2 Reviewers Say About SAS Enterprise Guide?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of SAS Enterprise Guide, making it accessible for beginners and non-technical users.
  • Users appreciate the flexible interface of SAS Enterprise Guide, combining coding and GUI features for enhanced usability.
  • Users laud SAS Enterprise Guide for its comprehensive data analysis capabilities, enhancing real-time decision-making efficiency.
  • Users value the effective data visualization in SAS Enterprise Guide, enhancing analytics and decision-making processes.
  • Users find the ease of learning in SAS Enterprise Guide exceptional, suitable for both beginners and experts alike.
Cons
  • Users experience slow performance in SAS Enterprise Guide, facing difficulties in data handling and debugging.
  • Users find the complex usage of SAS Enterprise Guide challenging, especially first-time navigation through the GUI.
  • Users find the clunky interface challenging, struggling with navigation and complex options within SAS Enterprise Guide.
  • Users report bugs and slowness, making data manipulation challenging and frustrating in SAS Enterprise Guide.
  • Users face integration issues that hinder connectivity with certain systems, impacting overall usability and functionality.

What Are Recent G2 Reviews of SAS Enterprise Guide?

What Are G2 Users Discussing About SAS Enterprise Guide?

BlazeSQL

It is an AI-Native Self-Service BI Platform, centered around an AI Data Analyst chatbot that queries, analyzes and visualizes data from your SQL Database. It enables true self-service analytics by really understanding and learning about your company and Database, so it can reliably answer everyone's questions on demand. Unlike most tools that claim to do the same, BlazeSQL is not only reliable, but it provides intuitive tooling to provide the AI with context, explains its work to non-technical users so it's not a black box, and provides transparency for admins so they have visibility of all chats and can easily monitor accuracy. It helps non-technical people get insights independently, and technical people work faster. Results from the chat can effortlessly be added to dashboards, exported, saved for tracking, or shared. While Blaze can certainly return specific data or graphs on demand (ex. campaign performance), it can fully apply its intelligence and business understanding by taking a user's high level goals (ex. increasing Return on Ad spend) and autonomously conducting a comprehensive analysis to surface the right insights and make actionable suggestions. That way, it fully leverage's the capabilities of the world's most powerful AI models as they continue to become more and more capable. Advanced capabilities include autonomous agent monitoring & reporting, a slack integration, web research, and dynamic AI integrations with any API. Enterprise security features include Role Based Access Control, a desktop client with an "Offline-mode" that only sends metadata to the cloud but leaves query results completely local, SSO, 2FA, and strong encryption in transit and at-rest. Notable customers such as Yamaha have had success using BlazeSQL, and it continues to be successfully adopted by SMEs and Large enterprises alike. Various case studies and testimonials note results like a data team saving 1.5 days a week, data bottlenecks being eliminated so that business stakeholders are able to make data a daily part of their work and thinking, and teams starting to think more strategically and critically with their analysis to deliver real business impact and growth.

Average Rating: 4.4/5.0

Total Reviews: 128

How Do G2 Users Rate BlazeSQL?

  • Has the product been a good partner in doing business?: 9.0/10 (Category avg: 9.2/10)
  • Steps to Answer: 8.7/10 (Category avg: 8.4/10)
  • Reports Interface: 8.7/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.3/10 (Category avg: 8.5/10)

Who Is the Company Behind BlazeSQL?

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Information Technology and Services, Accounting
  • Company Size: 59% Small, 29% Medium

What Do G2 Reviewers Say About BlazeSQL?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the efficient data analytics capabilities of BlazeSQL, enabling quick insights and empowering self-service analysis.
  • Users appreciate the ease of use of BlazeSQL, enabling efficient data analysis and empowering non-technical users.
  • Users appreciate the efficiency and ease of use BlazeSQL offers for data analysis and self-service capabilities.
  • Users value the flexibility of BlazeSQL, enabling quick adjustments and diverse analytical capabilities through natural language queries.
  • Users value the easy integrations of BlazeSQL, enabling efficient data analysis and empowering non-technical users to explore insights.

What Are Recent G2 Reviews of BlazeSQL?

Omni Analytics

Omni is a business intelligence and embedded analytics platform that empowers everyone—regardless of technical ability—to easily analyze data using SQL, spreadsheets, AI, or point-and-click interfaces. It is built on a semantic layer that ensures every insight is accurate and dependable. Beyond powering internal analytics, Omni makes it easy for businesses to offer highly customizable in-product analytics to their customers. We build our product fast and in the open, with new features releasing every week. You can follow along by watching our public engineering demos at: omni.co/demos To learn more about how companies like BuzzFeed use Omni, check out: omni.co/customer-case-studies

Average Rating: 4.8/5.0

Total Reviews: 65

How Do G2 Users Rate Omni Analytics?

  • Has the product been a good partner in doing business?: 9.9/10 (Category avg: 9.2/10)
  • Steps to Answer: 8.9/10 (Category avg: 8.4/10)
  • Reports Interface: 9.0/10 (Category avg: 8.8/10)
  • Calculated Fields: 9.1/10 (Category avg: 8.5/10)

Who Is the Company Behind Omni Analytics?

  • Seller: Omni Analytics, Inc
  • Company Website:
  • Year Founded: 2022
  • HQ Location: San Francisco, CA
  • Twitter: @omni
    4,282 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    805 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 42% Medium, 42% Small

What Do G2 Reviewers Say About Omni Analytics?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use in Omni Analytics, benefiting from seamless integrations and flexible BI features.
  • Users appreciate the helpful customer support at Omni Analytics, always responsive and ready to assist when needed.
  • Users praise the easy integrations of Omni Analytics, effortlessly connecting with their modern data stack for efficiency.
  • Users admire the innovative AI features of Omni Analytics, enhancing efficiency and user experience significantly.
  • Users value the ease of creating interactive dashboards with Omni Analytics, enhancing both user experience and engagement.
Cons
  • Users note the missing features in Omni Analytics compared to established tools, indicating room for improvement.
  • Users note a steep learning curve due to delayed documentation and evolving features, leading to confusion while adapting.
  • Users note the limited features of Omni Analytics, which is still evolving and lacks parity with established tools.
  • Users highlight the need for improved complex data modeling features, as navigation and stability can be challenging.
  • Users find the difficult setup of topics challenging, affecting overall ease of use and customization in Omni Analytics.

What Are Recent G2 Reviews of Omni Analytics?

Knowi

Knowi is the Agentic Analytics Platform. It unifies data from anywhere, adds a governed semantic layer, and deploys AI agents that analyze, monitor, and act on live business data. Traditional BI tools bolt AI onto dashboards. Knowi was built AI-first. The semantic layer defines your metrics, dimensions, and business logic once across every source, so dashboards, queries, and AI agents all reason from the same source of truth. Agents then run continuously: they monitor KPIs, detect anomalies, investigate root causes, and alert your team without anyone opening a dashboard. Connect 70+ sources natively: SQL, NoSQL (MongoDB, Elasticsearch, InfluxDB), REST APIs, cloud warehouses, SaaS applications, and documents. Query and join across them live, with no ETL and no data movement, so teams go from raw data to answers 10X faster. What you get - Semantic layer: governed metric and business-logic definitions across every source - Agentic AI: autonomous monitoring, anomaly detection, root-cause analysis, natural language analytics, AI-generated dashboards - Multi-source analytics: SQL + NoSQL + APIs + docs in one query, no warehouse required - Embedded analytics: white-labeled, multi-tenant dashboards with row-level security inside your own product - Knowi Apps: dashboards inform, apps let you act. Turn a plain-English workflow into a governed web app so users investigate, decide, and take the next step without leaving the experience - Private AI and deployment control: cloud, on-premise, or hybrid. Bring your own LLM, or run Knowi Private AI so no third-party model ever sees your data Enterprise-grade by default: SOC 2 Type II, HIPAA, GDPR, SSO, role-based access, encryption in transit and at rest, full audit logging. Trusted by teams at Lockheed Martin, Verizon, Tata, Paramount, Infosys, and Autodesk. Teams can connect their first sources and build live dashboards within days, not quarters.

Average Rating: 4.9/5.0

Total Reviews: 28

How Do G2 Users Rate Knowi?

  • Has the product been a good partner in doing business?: 9.7/10 (Category avg: 9.2/10)
  • Steps to Answer: 9.3/10 (Category avg: 8.4/10)
  • Reports Interface: 9.7/10 (Category avg: 8.8/10)
  • Calculated Fields: 9.0/10 (Category avg: 8.5/10)

Who Is the Company Behind Knowi?

  • Seller: Knowi
  • Year Founded: 2015
  • HQ Location: Oakland, California
  • Twitter: @knowico
    2,636 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    24 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 46% Small, 39% Medium

What Do G2 Reviewers Say About Knowi?

AI-generated summary from verified user reviews

Pros
  • Users value the exceptional customer support at Knowi, appreciating their responsiveness and tailored guidance throughout the onboarding process.
  • Users commend Knowi for its exceptional onboarding and proactive support, enhancing business growth and adapting to unique needs.
  • Users highlight Knowi's exceptional AI capabilities that enhance data analytics and reporting, ensuring a tailored experience.
  • Users appreciate the automation capabilities of Knowi, greatly simplifying data management and enhancing reporting efficiency.
  • Users appreciate the intuitive dashboarding features of Knowi, which simplify data management and save valuable time.
Cons
  • Users find the learning curve steep for Knowi, making initial setup challenging for advanced features and API connections.
  • Users feel there is a lack of guidance for API connections with popular platforms, complicating initial setup.
  • Users find a lack of tutorials for API connections, leading to a challenging setup experience with Knowi.

What Are Recent G2 Reviews of Knowi?

Tian Lin
TL
Researched and written by Tian Lin
Updated July 2, 2025