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Head-to-head · Agentic Analytics Software

Zoho Analytics vs GoodData

  • Updated Oct 2026
  • Both researched from official sources
  • 1 check side by side
Higher score 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
GoodData #8 in Agentic Analytics Software 8.1/10 Pricing on request · 30-day trial Free trial✓ 0 of 2 features Visit GoodData

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

Our verdict

  • Highest scoreZoho Analytics · 9.0/10
  • Free planonly Zoho Analytics
  • Free trialboth

Zoho Analytics scores higher on our rubric for agentic analytics software: 9.0 against 8.1 out of 10; our editors rank them #3 and #8.

Zoho Analytics is the better fit for teams seeking broad, affordable business analytics. GoodData is the better fit for governed embedded analytics platforms.

  • Zoho Analytics fits best

    Teams seeking broad, affordable business analytics

  • GoodData fits best

    Governed embedded analytics platforms

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 Zoho Analytics 9.0/10 Visit ↗ GoodData 8.1/10 Visit ↗
At a glance
Editor score 9.0 8.1
Ranking #3 in Agentic Analytics Software #8 in Agentic Analytics Software
Best for Teams seeking broad, affordable business analytics Governed embedded analytics platforms
Pricing model Free plan + paid Paid
Starting price $24/mo —
Free plan ✓ (best) Not checked yet
Free trial 15 days 30 days
Free trial length 15 days · no card needed 30 days
Deployment Cloud, Self-hosted Cloud, Self-hosted
Platforms Web, Windows, Linux, iOS, Android Web
Support Email, Live chat, Phone, Tickets, Community, Docs Community, Docs · 24/7
Compliance SOC 2, ISO 27001, GDPR, HIPAA, SSO/SAML, 2FA SOC 2, ISO 27001, GDPR, HIPAA, SSO/SAML
Integrations 500+ integrations 19 integrations
Built for Small business, Mid-market, Enterprise Small business, Mid-market, Enterprise
Features Zoho Analytics 0/2 · GoodData 0/2
Natural-language analysis Not checked yet 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
  • Free plan includes unlimited reports and dashboards
  • Ask Zia adds natural-language queries and predictive insights
  • Connects to business apps, databases, files and feeds
  • Semantic layer governs metrics across self-service analytics.
  • React, Web Components and iFrame embedding support data products.
  • Hybrid deployment, multitenancy and compliance controls fit enterprises.
Cons
  • 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
  • Contact-sales pricing makes plan comparisons less transparent.
  • Platform-centric workflows may require more implementation planning.
  • The feature depth may exceed the needs of simple dashboard teams.
Our verdict

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 →

GoodData is an AI-native business intelligence and decision-intelligence platform for organizations building governed analytics, data products and embedded reporting. Its semantic modeling layer defines governed metrics, while self-service…

Read the review →
  1. Zoho AnalyticsAgentic Analytics Software 9.0Free plan · 15-day trial
  2. GoodDataAgentic Analytics Software 8.1Pricing on request · 30-day trial

Strengths and trade-offs

  • 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

  • GoodData — where it wins

    • Semantic layer governs metrics across self-service analytics.
    • React, Web Components and iFrame embedding support data products.
    • Hybrid deployment, multitenancy and compliance controls fit enterprises.

    Where it doesn't

    • Contact-sales pricing makes plan comparisons less transparent.
    • Platform-centric workflows may require more implementation planning.
    • The feature depth may exceed the needs of simple dashboard teams.
  • Zoho Analytics9.0/10 · Free plan · 15-day trial

    Broad analytics, connectors and Ask Zia, with a free plan and a $24 annual entry tier.

    Visit Zoho AnalyticsFull verdict →
  • GoodData8.1/10 · Pricing on request · 30-day trial

    Governed, embeddable analytics with semantic metrics, multitenancy and AI assistance.

    Visit GoodDataFull verdict →

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