Google Looker vs TextQL (2026): Pricing, Features & Which to Choose

Who comes out ahead

Based only on the facts in our directory. The right pick still depends on the job you need done.

Lower starting price
Not comparable
Not comparable: Google Looker does not list a price
Free plan
Tie
Neither has one
Higher rating
Google Looker
4.3 against 4.1
Same job?
Yes
Both are Data and Analytics tools

Side by side

Compared on	Google Looker	TextQL
Our rating	4.3Better	4.1
Starts at	Not listed	Not listed
Free plan	No	No
Category	Data and Analytics	Data and Analytics
Plans	See pricing	See pricing
Key features	LookML semantic modeling layer for governed metric definitions Metrics defined once, consistent across every dashboard Native integration with BigQuery and Google Cloud data services Owned by Google since a 2019 acquisition No self-serve free tier	Governed ontology over enterprise data Ana conversational agent across legacy systems Data Apps built from the ontology Agents that write back into source systems 50-plus connectors including Snowflake, BigQuery and Salesforce
Pros	Strong metric governance and consistency across an organization Deep native integration with Google Cloud's data services Reduces conflicting numbers across different dashboards	A governed ontology stops agents inventing their own definitions Reaches SAP, Oracle and Teradata, not just modern warehouses Regulatory boundaries encoded in the semantic layer
Cons	No free tier or transparent self-serve pricing Code-first LookML approach has a steeper learning curve than drag-and-drop tools Full value requires investment in properly modeling data upfront	No published pricing Building an ontology is a substantial project before value appears Agents writing back into source systems need a deliberate permission model
Company	Google, founded 2012	TextQL Technologies

Prices come from each vendor's pricing page, last checked 20260814. Check the vendor before you buy.

FAQ

Questions people ask

Is Google Looker better than TextQL?

In our reviews Google Looker scores 4.3 and TextQL scores 4.1. The better pick depends on the job. Google Looker: A semantic modeling layer that defines metrics once, in code. TextQL: Builds a governed ontology over enterprise data so agents answer from the same definitions.

Which is cheaper, Google Looker or TextQL?

Google Looker: see pricing. TextQL: see pricing.

Do Google Looker and TextQL have free plans?

Neither lists a free plan.

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