Vanna AI vs GoodData (Agentic Analytics Platform)

Comprehensive side-by-side comparison — features, pricing, performance, and more.

Data last refreshed October 2026

Vanna AI

Vanna AI, Inc.

The SQL Agent

Open Source

79% verification coverage

GoodData (Agentic Analytics Platform)

GoodData Corporation

Analytics, AI, and agents on one data serving plane.

Enterprise

75% verification coverage

Trust & Reliability

Vanna AI

Customers (per vendor):Apple, NVIDIA, Tesla +2

GoodData (Agentic Analytics Platform)

Users:1M-10M

Customers (per vendor):Mews, Boozt, MSX International +7

GDPR

SOC 2

HIPAA

Overall Winner: GoodData (Agentic Analytics Platform)

6.7/10 vs Vanna AI at 5.0/10

Leads in:

Integration

Compliance & Data Protection

Planning Quality

Scores are AI-estimated from publicly available data — not an independent test or a verified user rating. How we rank →

AI Comparison Summary

Vanna AI

5.0

avg score

GoodData (Agentic Analytics Platform)

6.7

avg score

GoodData (Agentic Analytics Platform) leads overall — particularly in Support and Integration and 2 more.

Vanna AI has an edge in Ease of Use.

Based on 7 dimensions

Scores are AI-estimated from publicly available data — not an independent test or a verified user rating. How we rank →

Overall Winner

GoodData (Agentic Analytics Platform)

6.7 / 10

Vanna AI

Best For

Small teams of 2-3 people needing to query databases with natural language

Small companies or large teams requiring higher query limits and live support

Large companies needing unlimited scale, on-prem deployment, and SAML SSO

Users across an organization who lack SQL expertise but need data access

GoodData (Agentic Analytics Platform)

Best For

Small & medium companies needing analytics and BI capabilities with full embedding functionality and multi-tenancy

Large companies requiring custom agents, Agent Builder, Context Management, and AI governance

Organizations needing enterprise-grade security and compliance for their analytics and AI solutions

Businesses looking to build operational and customer-facing data applications

* Verdict is based on our algorithmic scoring of publicly available data. Learn about our methodology

Vanna AI is best for

🎨Image & Design7.0📊Data & Analytics4.7💻Coding & Dev4.0

GoodData (Agentic Analytics Platform) is best for

💻Coding & Dev8.0🎨Image & Design8.0📊Data & Analytics7.0

Filter by your use case:

Limitations

Vanna AI

Cons

Daily throughput limits reset every 24 hours; exceeding limits results in rate-limiting until reset
No refunds are offered after a purchase or subscription has been made (terms of service)
Security measures are industry-standard but cannot guarantee absolute safety from intrusion (terms of service)
Users accessing the site from outside the United States are responsible for compliance with local laws and regulations (terms of service)

GoodData (Agentic Analytics Platform)

Cons

Fair Usage Policy limits each user to 30 AI queries per day by default; the limit is configurable
Open-source metadata and lifecycle management tooling is listed as "coming soon"
Dedicated cluster, multi-region deployment, and self-hosted deployment are "on demand" for Enterprise plans
HIPAA and FedRAMP compliance are "on demand" for Enterprise plans
Cache results and FlexQuery storage are "limited" for Professional plans and "talk to us" for Enterprise plans

Weighted Score — Adjust What Matters to You

Pick a profile or drag sliders — scores and radar update instantly on the right.

Quick profiles:

Ease of Use5

Customization5

Support5

Integration5

Compliance & Data Protection5

Performance5

Planning Quality5

Dimension Comparison

Vanna AI

5.0

/ 10

GoodData (Agentic Analytics Platform)

6.7

/ 10

Clear winner

Dimension Breakdown

Ease of Use

How intuitive is onboarding, UI navigation, and day-to-day usage for the target audience?

Vanna AI

6.0▲ +2.0

GoodData (Agentic Analytics Platform)

4.0

Customization

Calculated

How much can users tailor workflows, settings, prompts, or outputs to their needs?

Vanna AI

8.0▲ +1.0

GoodData (Agentic Analytics Platform)

7.0

Support

How strong is the documentation, customer support, community, and learning resources?

Vanna AI

5.0

GoodData (Agentic Analytics Platform)

7.0▲ +2.0

Integration

Calculated

How well does it connect with other tools, APIs, and workflows?

Vanna AI

3.0

GoodData (Agentic Analytics Platform)

8.0▲ +5.0

Compliance & Data Protection

Calculated

Compliance certifications and data-protection posture, counted from ten verified signals: SOC 2 Type II, GDPR compliance, HIPAA, WCAG AA/AAA, PII redaction, licensed-only training, a published sub-processor list, a downloadable DPA, not training on user data, and a documented deletion path

Vanna AI

2.0

GoodData (Agentic Analytics Platform)

8.0▲ +6.0

Performance

Calculated

Latency + throughput speed

Vanna AI

5.0

GoodData (Agentic Analytics Platform)

5.0

Planning Quality

Calculated

Multi-step planning depth + replanning capability

Vanna AI

6.0

GoodData (Agentic Analytics Platform)

8.0▲ +2.0

Calculated = derived from structured signals (integration count, API/open-source config, compliance certs, response-time). AI = LLM-assessed from public website content. Methodology

Task Performance

Vanna AI

Task

GoodData (Agentic Analytics Platform)

7.0

Data Visualization

8.0

9.0

Natural Language Queries

8.0

4.0

Dashboard Creation

9.0

2.0

Data Cleaning

4.0

2.0

Predictive Analytics

7.0

5.0

Automated Insights

8.0

Data Integration

8.0

4.0

Report Generation

8.0

2.0

Anomaly Detection

8.0

4.0

Collaboration Sharing

8.0

* Task scores (1–10) are algorithmically generated from publicly available data.

Data is sourced from public information and vendor websites. It may not always be up-to-date — verify pricing and features directly with the vendor before purchasing.Report inaccuracy

Frequently Asked Questions

What are the main differences between Vanna AI and GoodData (Agentic Analytics Platform)?

Vanna AI — "The SQL Agent". GoodData (Agentic Analytics Platform) — "Analytics, AI, and agents on one data serving plane". The Features section on this page compares them side by side.

Who is Vanna AI best for compared with GoodData (Agentic Analytics Platform)?

Vanna AI is best for Small teams of 2-3 people needing to query databases with natural language; and for Small companies or large teams requiring higher query limits and live support. GoodData (Agentic Analytics Platform) is best for Small & medium companies needing analytics and BI capabilities with full embedding functionality and multi-tenancy; and for Large companies requiring custom agents, Agent Builder, Context Management, and AI governance.

How does the pricing of Vanna AI compare with GoodData (Agentic Analytics Platform)?

Vanna AI is open source, includes a free plan, paid plans start at $50/month. GoodData (Agentic Analytics Platform) is enterprise-priced (custom quote). Always verify current pricing with the vendor.

Does Vanna AI or GoodData (Agentic Analytics Platform) have a free plan?

Vanna AI is open source. GoodData (Agentic Analytics Platform) lists no free plan. Always verify current pricing with the vendor.

Do Vanna AI and GoodData (Agentic Analytics Platform) offer an API?

Vanna AI offers a public API. GoodData (Agentic Analytics Platform) offers a public API.

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