Looker vs Mode Analytics: Complete Comparison (2026)

By Marcus Johnson, Marketing & Growth Specialistยท7 years of experienceยทUpdated 2026-04-24ยท8 min read

In comparing Looker and Mode Analytics in 2026, Mode Analytics is the stronger choice for data teams wanting sql and python analytics with collaborative reporting due to combines sql and python in one tool. Looker excels for data-driven companies wanting a governed, consistent metrics platform with consistent metrics across org. Looker offers LookML modeling, Embedded analytics, Scheduled reports starting at Custom pricing. Mode Analytics provides SQL editor, Python notebooks, Interactive dashboards from Custom pricing with a free tier. For teams prioritizing value, Mode Analytics delivers a hiltonsoftware Score of 65/100. Looker and Mode Analytics compete in the analytics & bi segment of the SaaS market, where cloud-native solutions, API integrations, and workflow automation drive enterprise and SMB adoption. Other leading analytics & bi tools include Google Analytics, Tableau, Power BI. Looker serves 2.5K+ orgs users globally (founded 2012) while Mode Analytics reports 4K+ orgs active users (founded 2013).

Looker vs Mode Analytics at a Glance

Looker
Mode Analytics
Starting Price
Custom pricing
Custom pricing
Free Plan
No
Yes
User Rating
4.4/5
4.4/5
Best For
Data-driven companies wanting a governed, consiste...
Data teams wanting SQL and Python analytics with c...
Users
2.5K+ orgs
4K+ orgs
Founded
2012
2013
hiltonsoftware Score
62/100
65/100
Pricing verified: March 2026 ยท Based on official vendor data
๐Ÿ”
Looker
Analytics & BI
62
hiltonsoftware.co Score
VS
๐Ÿ“
Mode Analytics
Analytics & BI
65
hiltonsoftware.co Score
RECOMMENDED

What are the main differences between Looker and Mode Analytics?

Looker and Mode Analytics differ across ease of use, features, value, support, integrations, scalability, and learning curve. Mode Analytics leads in 7 of 7 categories.

LookerMode Analytics
77Ease of Use84
78Features79
64Value for Money70
65Customer Support65
56Integrations57
57Scalability58
66Learning Curve74

What are the pros and cons of Looker vs Mode Analytics?

Looker
+Consistent metrics across org
+Powerful embedded analytics
-Expensive
-LookML requires engineering
Mode Analytics
+Combines SQL and Python in one tool
+Great for data teams
-Requires technical skills
-Dashboard design is limited

Which is better, Looker or Mode Analytics?

After evaluating Looker and Mode Analytics across features, pricing, integrations, and user satisfaction, Mode Analytics earns a higher hiltonsoftware Score of 65/100 versus Looker at 62/100. Mode Analytics stands out for "combines sql and python in one tool" and "great for data teams". Looker delivers competitive advantages in "consistent metrics across org", making Looker a viable alternative.

On pricing, Mode Analytics offers a free plan for SMBs and startups. Looker starts at Custom pricing with no free tier, but justifies the cost with lookml modeling and embedded analytics and enterprise-grade scalability.

Bottom line: Choose Looker for data-driven companies wanting a governed, consistent metrics platform. Choose Mode Analytics for data teams wanting sql and python analytics with collaborative reporting. Both Looker and Mode Analytics are established analytics & bi platforms.

CHOOSE LOOKER IF:

Data-driven companies wanting a governed, consistent metrics platform.

CHOOSE MODE ANALYTICS IF:

Data teams wanting SQL and Python analytics with collaborative reporting.

Looker vs Mode Analytics: Frequently Asked Questions

Is Looker better than Mode Analytics in 2026?
Mode Analytics outperforms Looker in the 2026 hiltonsoftware.co analysis with a score of 65/100 compared to 62/100. Looker excels in LookML modeling, Embedded analytics, Scheduled reports, making Looker the better choice for Data-driven companies wanting a governed, consistent metrics platform. Mode Analytics is the stronger option for Data teams wanting SQL and Python analytics with collaborative reporting due to combines sql and python in one tool. For teams needing sql editor, hiltonsoftware.co recommends Mode Analytics.
How does Looker pricing compare to Mode Analytics in 2026?
Looker starts at Custom pricing with no free tier. Mode Analytics starts at Custom pricing and offers a free plan. Looker includes features like LookML modeling, Embedded analytics, Scheduled reports. Mode Analytics provides SQL editor, Python notebooks, Interactive dashboards. Looker serves 2.5K+ orgs users while Mode Analytics serves 4K+ orgs users. Evaluate total cost of ownership based on team size and required integrations.
What are the main differences between Looker and Mode Analytics?
Looker specializes in LookML modeling, Embedded analytics, Scheduled reports, earning a 62/100 hiltonsoftware Score. Mode Analytics focuses on SQL editor, Python notebooks, Interactive dashboards, scoring 65/100. Looker is best for Data-driven companies wanting a governed, consistent metrics platform. Mode Analytics is best for Data teams wanting SQL and Python analytics with collaborative reporting. Both Looker and Mode Analytics serve the Analytics & BI market but target different user profiles.
Can I migrate from Looker to Mode Analytics?
Migrating from Looker to Mode Analytics is possible since both operate in the Analytics & BI space. Export data from Looker and verify Mode Analytics import capabilities. Key features to evaluate: LookML modeling, Embedded analytics, Scheduled reports (Looker) versus SQL editor, Python notebooks, Interactive dashboards (Mode Analytics). Running both Looker and Mode Analytics in parallel during a trial period ensures a smooth transition.
Is Looker or Mode Analytics better for small business?
For small businesses, Mode Analytics offers a free plan making Mode Analytics more budget-friendly at 65/100 on hiltonsoftware.co. Looker (starting at Custom pricing) is worth considering for LookML modeling, Embedded analytics, Scheduled reports. Both Looker and Mode Analytics scale from SMB to enterprise.

Reviewed by Marcus Johnson, Marketing & Growth Specialist. Last updated: 2026-04-24. Pricing verified: March 2026.

Read our scoring methodology to understand how the hiltonsoftware Score is calculated.

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