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Head-to-head · Agentic Analytics Software

Databricks AI/BI vs Zoho Analytics

  • Updated Oct 2026
  • Both researched from official sources
  • 2 checks side by side
Higher score Databricks AI/BI #2 in Agentic Analytics Software 9.1/10 14-day trial Free trial✓ 1 of 2 features Visit Databricks
Zoho Analytics #3 in Agentic Analytics Software 9.0/10 Free plan · 15-day trial Free planFree trial✓ 0 of 2 features Visit Zoho Analytics

Databricks AI/BI leads on 0 checks, Zoho Analytics on 1, and 1 is even. Who comes out ahead on the 2 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreDatabricks AI/BI · 9.1/10
  • Free planonly Zoho Analytics
  • Free trialboth
  • Most featuresDatabricks AI/BI · 1 of 2

Databricks AI/BI scores higher on our rubric for agentic analytics software: 9.1 against 9.0 out of 10; our editors rank them #2 and #3.

Zoho Analytics offers free plan; Databricks AI/BI doesn't.

Databricks AI/BI is the better fit for databricks-centered AI/BI teams. Zoho Analytics is the better fit for teams seeking broad, affordable business analytics.

  • Databricks AI/BI fits best

    Databricks-centered AI/BI teams

  • Zoho Analytics fits best

    Teams seeking broad, affordable business analytics

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

Side by side

Feature Databricks AI/BI 9.1/10 Visit ↗ Zoho Analytics 9.0/10 Visit ↗
At a glance
Editor score 9.1 9.0
Ranking #2 in Agentic Analytics Software #3 in Agentic Analytics Software
Best for Databricks-centered AI/BI teams Teams seeking broad, affordable business analytics
Pricing model Paid Free plan + paid
Starting price 14-day trial $24/mo
Free plan — ✓ (best)
Free trial 14 days 15 days
Free trial length 14 days 15 days · no card needed
Deployment Cloud Cloud, Self-hosted
Platforms Web Web, Windows, Linux, iOS, Android
Support Community, Docs Email, Live chat, Phone, Tickets, Community, Docs
Integrations 3 integrations 500+ integrations
Built for Mid-market, Enterprise Small business, Mid-market, Enterprise
Features Databricks AI/BI 1/2 · Zoho Analytics 0/2
Natural-language analysis ✓ (best) Not checked yet
Governance controls Not checked yet Not checked yet
Specs
Data connectors Not checked yet Not checked yet
Agent actions Not checked yet Not checked yet
Data deployment Not checked yet Not checked yet
User interfaces Not checked yet Not checked yet
Our review
Pros
  • Genie Agents answer natural-language questions on governed data
  • AI Forecast and chart explanations support predictive, causal analysis
  • Unity Catalog adds governance, semantics, lineage, and embedding APIs
  • Free plan includes unlimited reports and dashboards
  • Ask Zia adds natural-language queries and predictive insights
  • Connects to business apps, databases, files and feeds
Cons
  • Requires data managed in Unity Catalog
  • Cloud deployment only, with usage-based DBU pricing
  • Support is centered on community resources and documentation
  • Free plan is limited to 2 users and 10,000 rows
  • Basic starts at $24/month with annual billing
  • Its focus is broader analytics rather than deeper agentic workflows
Our verdict

Databricks AI/BI is a business intelligence product within the Databricks Data + AI Platform. It combines low-code dashboard authoring, interactive visualizations, cross-filtering, conversational Genie Agents, natural-language analysis,…

Read the review →

Zoho Analytics helps teams import, combine, analyze and visualize data from business applications, databases, files and APIs. It suits small teams through larger organizations that need reports and dashboards, scheduled delivery, sharing…

Read the review →
  1. Databricks AI/BIAgentic Analytics Software 9.114-day trial
  2. Zoho AnalyticsAgentic Analytics Software 9.0Free plan · 15-day trial

Strengths and trade-offs

  • Databricks AI/BI — where it wins

    • Genie Agents answer natural-language questions on governed data
    • AI Forecast and chart explanations support predictive, causal analysis
    • Unity Catalog adds governance, semantics, lineage, and embedding APIs

    Where it doesn't

    • Requires data managed in Unity Catalog
    • Cloud deployment only, with usage-based DBU pricing
    • Support is centered on community resources and documentation

  • Zoho Analytics — where it wins

    • Free plan includes unlimited reports and dashboards
    • Ask Zia adds natural-language queries and predictive insights
    • Connects to business apps, databases, files and feeds

    Where it doesn't

    • Free plan is limited to 2 users and 10,000 rows
    • Basic starts at $24/month with annual billing
    • Its focus is broader analytics rather than deeper agentic workflows

More comparisons

All agentic analytics software comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update