Standard, Enterprise, and Embed are quote-based annual-commitment platform editions. Each includes one production instance, 10 Standard users, and 2 Developer users. Additional Developer, Standard, and Viewer users are licensed separately at quote-based amounts. Annual subscriptions are available in one-, two-, and three-year terms. Conversational Analytics remains under an extended promotional fair-use period without quota limits or overage fees. Google says it will provide at least 90 days of advance notice through formal MSA communications before billing and quota enforcement start; the current page does not retain a fixed October 1, 2026 start date.
Requires quote · custom quote · Qlik Sense client-managed subscription
Qlik Sense client-managed pricing is quote-based on the current exact-product page. Current licensing documentation supports Professional User, Analyzer User, and Analyzer Capacity models. Client-Managed subscriptions include one Test Site and one Development Site; additional Client-Managed Sites require separate licenses. A Qlik Sense Enterprise SaaS Add-On is available for an additional charge, but it is not treated as a core Client-Managed plan.
Qlik Sense Enterprise SaaS Add-On: An optional additional-charge SaaS add-on for QSE Client-Managed customers. It provides Qlik Sense Enterprise SaaS Standard with user/access types and quantities corresponding to the underlying Client-Managed subscription.
Analytics and BI teams that want a governed semantic layer, dashboards, self-service exploration, reporting, and APIs on Google Cloud.
Mid-market and enterprise organizations that need direct connectivity to modern cloud data platforms such as BigQuery, Snowflake, and Databricks.
Organizations that need enterprise security controls, regional hosting choices, and an Embed edition for external analytics.
Analytics and BI teams that need customer-managed dashboards, reporting, associative exploration, and self-service analytics.
Organizations that must keep the BI deployment on premises or in a customer-managed cloud and retain control over data location.
Enterprises that need flexible Professional, Analyzer, and metered Analyzer Capacity access models together with broad data connectivity.
Not for
Buyers that require the exact Looker (Google Cloud core) product to be deployed on customer-managed or on-premises infrastructure.
Buyers that require signed or cookieless embedding but intend to purchase only Standard or Enterprise.
Organizations that require Qlik itself to host and manage the analytics infrastructure as SaaS
Qlik Cloud is the separate product for that deployment model.
Organizations unable to operate supported Windows Server infrastructure for Qlik Sense Enterprise on Windows.
Source check
97/100
96/100
Key features
LookML semantic layer for governed metrics, business definitions, and reusable data relationships.
Interactive dashboards, Looks, Explore, scheduling, filtering, drill-down, and data export.
Conversational Analytics and Gemini-assisted BI experiences.
Open SQL Interface for JDBC-capable third-party applications to query LookML models.
Google BigQuery, Snowflake, Databricks, Amazon Redshift, and other SQL-database connectivity.
Associative analytics engine for non-linear data exploration.
Interactive dashboards and self-service visual analytics.
Guided analytics, reporting, and embedded/custom analytic applications.
Professional User, Analyzer User, and Analyzer Capacity access models.
Customer-managed deployment on premises or in a customer-managed cloud.
Cons
Public numeric platform and user-license prices are not disclosed on the reviewed pricing page, so total cost requires a sales quote.
Looker (Google Cloud core) cannot be self-hosted
customer-hosted deployment belongs to Looker (original).
Public numeric United States pricing for Qlik Sense client-managed was not published on the reviewed exact-product page
buyers must obtain a quote.
Client-managed deployment makes the customer responsible for infrastructure and operational management.
Category buying score
84Higher category-fit score
82
Rank
#1
#4
Context
Data & Analytics / Business Intelligence (BI) Software
Data & Analytics / Business Intelligence (BI) Software
Dashboard and report authoring depth
84Dashboards, Looks, filtering, drill-down and scheduling cover recurring BI reporting; license roles and the chosen edition need to align with the authoring and API workflow.
85Interactive dashboards, guided analytics and reporting support BI authoring, while app and sheet creation belong to Professional access rather than Analyzer consumption.
Self-service exploration quality
82Explore and Conversational Analytics offer routes for follow-up analysis over governed business definitions; conversational usage remains subject to the applicable promotional and future quota terms.
87The associative engine supports non-linear exploration and Analyzer access supports analysis; creating apps or modifying data requires the corresponding Professional access.
Semantic model and metric trust
90LookML centralizes reusable definitions, relationships and metrics, and the Open SQL Interface exposes that model to JDBC-capable applications; governance depends on maintaining the shared semantic definitions.
82Reusable master measures preserve metric definitions for consumers of published apps; their documented scope is the app rather than an asserted universal cross-platform semantic layer.
Data connectivity and preparation
84Direct connections to the named SQL data platforms and the Open SQL Interface support warehouse-oriented analysis and model reuse; the required source configuration and data workflow should be validated separately.
85Documented Snowflake, Databricks, BigQuery, Redshift and Salesforce connectors plus ODBC or OLE DB commands support enterprise data access; the required loading and refresh path should be validated for the chosen source.
Query performance and concurrency
74Google-hosted instances provide a managed environment for dashboard and Explore workloads; buyers should validate their database, dashboard and concurrent-usage pattern rather than equating API allowances with measured query speed.
72Client-managed deployment lets the organization choose and operate its analytics environment; sizing decisions need to account for the intended dashboard and concurrent-analysis workload.
BI administration fit
85Regional hosting and the Enterprise or Embed networking, encryption-key and activity controls support defined administrative requirements; Standard does not include those named controls.
78Included Test and Development Sites support separated deployment environments, but the customer retains infrastructure responsibility and additional production sites may require separate licensing.
Governed sharing and distribution
87Scheduling, export and role-based licensing support distributed BI consumption; signed and cookieless external distribution requires the Embed edition.
77Published-app consumers can use protected master measures and the product supports reporting and embedded analytics; audience access still follows the selected Professional, Analyzer or capacity model.
These are the stored dimension rationales returned with each score. They explain the buyer conditions behind the gap without speculating about hidden model reasoning.
Governed sharing and distribution
10 pts
Looker · 87/100
Scheduling, export and role-based licensing support distributed BI consumption; signed and cookieless external distribution requires the Embed edition.
Qlik Sense · 77/100
Published-app consumers can use protected master measures and the product supports reporting and embedded analytics; audience access still follows the selected Professional, Analyzer or capacity model.
Semantic model and metric trust
8 pts
Looker · 90/100
LookML centralizes reusable definitions, relationships and metrics, and the Open SQL Interface exposes that model to JDBC-capable applications; governance depends on maintaining the shared semantic definitions.
Qlik Sense · 82/100
Reusable master measures preserve metric definitions for consumers of published apps; their documented scope is the app rather than an asserted universal cross-platform semantic layer.
BI administration fit
7 pts
Looker · 85/100
Regional hosting and the Enterprise or Embed networking, encryption-key and activity controls support defined administrative requirements; Standard does not include those named controls.
Qlik Sense · 78/100
Included Test and Development Sites support separated deployment environments, but the customer retains infrastructure responsibility and additional production sites may require separate licensing.
Research basis
Research basis
This page uses stored product facts, official evidence, and category scoring rationales. It is not an account-based hands-on test, and third-party user ratings are not folded into the category buying score.
Looker
Fact confidence: 97% · Fact checked: 2026-10-31
Qlik Sense
Fact confidence: 96% · Fact checked: 2026-09-29
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78
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