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Business Intelligence · head to head

ThoughtSpot vs Umami

ThoughtSpot logo

ThoughtSpot

Business Intelligence

AI-powered analytics for the modern enterprise

From
$12999/year
Rated
-
Full reviewWebsite
Umami logo

Umami

Marketing

Open source, cookie-free web analytics you can self-host for the cost of a database

From
Free
Rated
-
Full reviewWebsite

The short version

  • Only Umami has a free tier, so it costs nothing to try first.
  • Each has a real cost: ThoughtSpot limited chart customization options; font, color, and size customizations for visualizations are restricted; Umami there is no cohort analysis, retention curve, session replay or multi-touch attribution, so a marketing team that needs to justify channel spend will still buy a second tool and Umami becomes a supplementary dashboard.
  • They diverge on capability: ThoughtSpot covers Natural Language Search, Umami covers Cookie-free tracking.
  • Prices and features above were last checked on 31 August 2026.

Where they differ

Only the attributes on which ThoughtSpot and Umami actually diverge.

Attributes where ThoughtSpot and Umami differ
AttributeThoughtSpotUmami
Starting price$12999/yearFree
Pricing modelUnknownPer month by event count
Free tierNoYes
PlatformsWeb, Cloud, On-PremisesWeb, Linux
CategoryBusiness IntelligenceMarketing
Founded2012Unknown

Identical on both: user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in ThoughtSpot

  • Natural Language Search
  • SpotIQ AI
  • Liveboards
  • Embedded Analytics
  • Data Modeling
  • Snowflake
  • Databricks
  • BigQuery

Only in Umami

  • Cookie-free tracking
  • Self-hosting
  • Small tracking script
  • Custom events
  • Funnels and goals
  • Multi-site and teams
  • Public dashboards
  • API access

What people use each for

The jobs each tool is most often brought in to do.

ThoughtSpot

  • Self-service analyticsnot Umami
  • Data explorationnot Umami
  • Ad-hoc reportingnot Umami
  • Collaborative analysisnot Umami
  • Embedded analyticsnot Umami

Umami

  • A developer who wants traffic numbers on a personal or client site without adding a consent bannernot ThoughtSpot
  • An organisation whose legal or procurement team has ruled out sending visitor data to a US advertising companynot ThoughtSpot
  • A high-traffic site where hosted analytics priced by pageview band has become expensive and self-hosting removes the ceiling entirelynot ThoughtSpot
  • A team that wants analytics data in a database they already control so they can query and join it themselvesnot ThoughtSpot

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

ThoughtSpot

  • Limited chart customization options; font, color, and size customizations for visualizations are restricted
  • Data modeling setup is complex and requires specialized expertise
  • High implementation costs restrict adoption for smaller organizations
  • Requires quality data and user training to fully realize benefits

Umami

  • There is no cohort analysis, retention curve, session replay or multi-touch attribution, so a marketing team that needs to justify channel spend will still buy a second tool and Umami becomes a supplementary dashboard.
  • Self-hosting is only free in licence terms; you own the database, the upgrades, the backups and the query performance at scale, and a busy site's events table grows quickly enough to need real attention.
  • Because it stores no persistent identifier, it cannot follow a user across devices or sessions in any meaningful way, which makes returning-visitor and lifetime-value questions unanswerable by design rather than by omission.
  • Cloud overage is billed per event beyond the plan allowance, so a traffic spike or a badly instrumented custom event can produce a bill materially above the $20 or $200 headline before anyone notices.
  • It is maintained by a small team, so the pace of new capability is modest and enterprise expectations such as SSO, granular role permissions and formal support agreements are limited compared with commercial analytics vendors.

Pricing, plan by plan

ThoughtSpot

$12999/year
  • StartupSpot$12999/year
    • Unlimited internal users
    • Up to 50 external customers
  • Essentials$25/per user per month
    • Self-service analytics
  • Pro$50/per user per month
    • Advanced analytics
    • Agentic features

Umami

Free
  • Self-hostedFree
    • MIT licensed, no licence fee
    • No event limit imposed by the software
    • Unlimited websites and users
  • Cloud HobbyFree
    • Up to 100,000 events per month
    • 3 websites
    • 6 months data retention
  • Cloud Pro$20/month
    • Up to 1,000,000 events per month
    • Unlimited websites
    • Unlimited team members
  • Cloud Business$200/month
    • Up to 10,000,000 events per month
    • All Pro features
    • Higher volume overage rate

Which should you pick?

Choose ThoughtSpot if

  • You need natural language search.
  • You work on Web, Cloud, On-Premises.
  • You also want spotiq ai.
ThoughtSpot review

Choose Umami if

  • You need cookie-free tracking.
  • You want to start without paying.
  • You work on Web, Linux.
  • You also want self-hosting.
Umami review

Questions people ask

Is ThoughtSpot or Umami better?
Neither clearly leads. ThoughtSpot starts at $12999/year and Umami at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, ThoughtSpot or Umami?
Umami has a free tier; the other does not. Paid plans start at $12999/year for ThoughtSpot and Free for Umami.
Does ThoughtSpot or Umami run on more platforms?
ThoughtSpot runs on Web, Cloud, On-Premises. Umami runs on Web, Linux.
Can I use Umami for free?
Yes. Umami has a free tier, so you can try it without paying. ThoughtSpot starts at $12999/year.
What is ThoughtSpot best used for?
ThoughtSpot is most often used for self-service analytics, data exploration, ad-hoc reporting, collaborative analysis. Of those, self-service analytics and data exploration are not what Umami is typically brought in for.
What can ThoughtSpot do that Umami cannot?
ThoughtSpot covers Natural Language Search, SpotIQ AI, Liveboards, Embedded Analytics. Umami covers Cookie-free tracking, Self-hosting, Small tracking script, Custom events.

Answered from the vendors’ own pages

ThoughtSpot: What is ThoughtSpot's core capability?

ThoughtSpot pioneered search-driven analytics, allowing users to type questions and get charts back instantly without complex setup. This semantic layer approach democratizes data access for business users.

Source
Umami: Is Umami really free?

Self-hosted, yes; it is MIT licensed with no event cap. You pay for the server and database. Umami Cloud has a free tier at 100,000 events a month and paid tiers from $20.

ThoughtSpot: What are ThoughtSpot's pricing plans?

ThoughtSpot offers StartupSpot at $12,999 per year for startups, an Essentials plan starting at $25 per user per month, a Pro plan at $50 per user per month, and custom Enterprise pricing for large deployments.

Source
Umami: Do I need a cookie consent banner?

For Umami analytics specifically, generally no, because it sets no cookies and stores no personal data. Other tags on your site may still require one.

ThoughtSpot: Does ThoughtSpot support embedded analytics?

Yes, ThoughtSpot provides embedded analytics capabilities for building data-driven applications, with pricing varying based on deployment model and scale.

Source
Umami: Can it replace Google Analytics?

For traffic, referrers and event counts, yes. For attribution modelling, audiences and advertising integration, no.

ThoughtSpot: What is SpotIQ?

SpotIQ is ThoughtSpot's AI-driven anomaly detection feature that automatically identifies interesting patterns and insights in data without manual configuration.

Source
Umami: What does it need to run?

A container and a PostgreSQL or MySQL database. Most people deploy it on infrastructure they already pay for.

ThoughtSpot: Can ThoughtSpot handle complex data models?

While ThoughtSpot excels in self-service BI and intuitive querying, data modeling can be complex and requires expertise to set up properly.

Source
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