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Best Self Service Analytics in 2026

Self-service analytics tools let people query data, create dashboards, share findings and refresh reports without depending on a separate analytics team. The products here support web, self-hosted, Windows, API, Android and iOS use.

  1. 1

    Metabase

    by Metabase
    Free plan Open source Self-hosted

    Metabase combines data exploration, dashboarding, and sharing, with both self-hosted and cloud deployment options.

    8.5 Free plan · paid from $6/user/mo · 14-day trial Visit site
  2. 2

    Amazon Q

    Free plan AndroidAPIExtension+5

    Choose Amazon Q if its developer allowances or business response and consumption options match your work.

    7.7 Free plan · paid from $3/user/mo · 60-day trial Visit site
  3. 3

    Apache Superset

    by Apache Superset
    Free plan APILinuxSelf-hosted+1

    Apache Superset combines visual chart building, SQL access, and interactive dashboards in a free, self-hosted platform.

    7.7 Free plan Visit site
  4. 4

    TIBCO Spotfire

    Free plan AndroidAPIExtension+6

    Choose Spotfire if your work involves complex operational data and you need visual exploration, specialized industrial analytics, or enterprise governance.

    7.0 Pricing on request · 30-day trial Visit site
  5. 5

    Lightdash

    by Lightdash
    Free plan Web

    Lightdash offers analytics features across self-hosted, cloud, and enterprise arrangements.

    6.9 Free plan · paid from $3,000/mo · 21-day trial Visit site
  6. 6

    Preset

    by Preset
    Free plan Web
    6.8 Free plan · paid from $20/user/mo (annual) · 14-day trial Visit site
  7. 7

    Zoho Analytics

    by Zoho Analytics
    Free plan Self-hosted

    Zoho Analytics offers broad data connections, visualization choices and access controls, with cloud and on-premise deployment options.

    6.5 Free plan · paid from $24/mo (annual) · 15-day trial Visit site
  8. 8

    IBM Cognos Analytics

    by IBM Cognos Analytics
    Free trial AndroidAPIiPhone+4

    Cognos Analytics combines report production, dashboards, forecasting, and AI-assisted queries, with different report permissions across its two listed plans.

    6.4 From $10.60/user/mo Visit site
  9. 9

    Looker

    Free trial AndroidAPIiPhone+2

    Looker combines semantic modeling, reporting, embedded analytics, and conversational data exploration.

    6.3 Pricing on request Visit site
  10. 10

    Domo

    by Domo
    Free trial Web

    Domo combines several analytics and distribution capabilities in a cloud web product. The free 30-day trial has no credit-card requirement, while continued use moves to custom pricing.

    6.1 Pricing on request · 30-day trial Visit site
  11. 11

    Helical Insight

    Free plan Web
    6.1 Free plan · 30-day trial Visit site
  12. 12

    Holistics

    Free trial APIWeb

    Holistics combines self-service reporting with a semantic layer and analytics as code. Its listed entry pricing and support model are worth weighing alongside its governance and deployment features.

    6.1 From $800/mo (annual) · 14-day trial Visit site
  13. 13

    Kyubit Business Intelligence

    Free plan WebWindows
    6.1 Free plan · paid from $29/mo (annual) · 30-day trial Visit site
  14. 14

    Qlik Sense

    by Qlik Sense
    Free trial AndroidAPIExtension+4

    Choose Qlik Sense if your team needs data exploration alongside reporting, forecasting, and natural-language queries, and its capacity-based plans fit your use.

    6.1 From $300/mo (annual) · 30-day trial Visit site
  15. 15

    Reveal BI

    by Reveal BI
    Free trial APILinuxMac+3

    Choose Reveal BI if your team is building customer-facing analytics into an application and needs SDK-based embedding, customization, and access controls.

    6.1 Pricing on request · 30-day trial Visit site
  16. 16

    SAS Visual Analytics

    by SAS Visual Analytics
    Free trial AndroidiPhoneSelf-hosted+2

    SAS Visual Analytics brings data exploration, reporting, and predictive analysis into a hybrid deployment.

    6.0 Pricing on request Visit site
  17. 17

    Microsoft Power Automate

    Free trial WebWindows

    Power Automate covers cloud and desktop automation, with connectors, AI features, and administrative controls.

    5.9 Free plan · paid from $15/user/mo (annual) · 30-day trial Visit site
  18. 18

    Tellius

    Free trial APIExtensionSelf-hosted+1

    Tellius combines conversational analysis, monitoring missions, and business deliverables with multiple integration and deployment paths.

    5.9 Pricing on request · 30-day trial Visit site
  19. 19

    Dundas BI

    by Dundas BI
    Paid WebWindowsLinux

    Dundas BI provides a broad business intelligence feature set with hybrid deployment and real-time refresh.

    5.8 25-day trial Visit site
  20. 20

    GoodData

    by GoodData
    Paid Web

    GoodData brings reporting, query, and embedded analytics capabilities together, with real-time refresh and row-level security.

    5.5 Pricing on request · 30-day trial Visit site
  21. 21

    SAP Extended Enterprise Content Management by OpenText

    by SAP Extended Enterprise Content Management by OpenText
    Paid AndroidiPhoneLinux+4
    5.5 Pricing on request Visit site
  22. 22

    Sigma Computing

    by Sigma Computing
    Free trial APIWeb

    Sigma brings spreadsheet-style analysis, code, AI features, and warehouse writeback into one cloud platform.

    5.4 Pricing on request · 7-day trial Visit site
  23. 23

    ThoughtSpot

    by ThoughtSpot
    Paid WebiPhoneAndroid

    ThoughtSpot offers natural-language querying alongside scheduled and embedded analytics, with real-time refresh and row-level security.

    5.3 From $25/user/mo (annual) Visit site
  24. 24

    Yellowfin BI

    by Yellowfin BI
    Paid WebWindowsMac+3

    Consider Yellowfin BI if its analytics capabilities and hybrid deployment suit your needs, and you want pricing options based on users, CPU cores, or user roles.

    5.3 Pricing on request · 30-day trial Visit site

#1Places #1, #2, #3, #4, #5 on this list can be bought by the makers of the software on it. See the price

Compare free plans, trial periods, paid starting prices and open-source licences before choosing. Check data connectors, natural-language queries, scheduled refresh, row-level security and dashboard sharing, then confirm the deployment option that fits your setup.

Questions

Do these analytics tools have free plans?

A free plan is offered by items in this category. Check the individual pricing details to see what each plan includes.

Do any paid analytics tools provide a trial period?

Free trials are offered by items in this category. Trial periods include 14, 30 and 60 days, depending on the tool.

Which deployment types are available?

The listed deployment types include web, self-hosted, Windows, API, Android and iOS.

What security features should I compare?

Review row-level security alongside dashboard sharing. These settings address data visibility and how dashboards are distributed.

Is open-source code available?

Open-source code is offered by items in this category. Review the licence if you plan to inspect or modify the code.

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