agent · data analysis
GA Lite vs Wren AI
59 fields both were evaluated on, 21 of them different — including where one discloses something the other does not. Every value links to the document it came from. 38 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | GA Lite | Wren AI |
|---|---|---|
| Audit trail· | no public information galite.io · checked Aug 5, 2026 | “Role-based access with full activity logs. Provable who saw what, which query produced which number.”www.getwren.ai · checked Aug 9, 2026 |
| Permission scopes· | Granular sharing: public homepage, anonymous mode, password protection “Shareable dashboards Publish a public homepage, hide site identity in anonymous mode, or protect dashboards with a password.”galite.io · checked Aug 5, 2026 | |
| Asset custody· | Third-party payment processors used strictly to complete transactions. “payment processors strictly to complete your transaction”galite.io · checked Aug 17, 2026 | no public information www.getwren.ai · checked Aug 9, 2026 |
| Self-reported performance· | no public information galite.io · checked Aug 17, 2026 | A customer testimonial on the page claims "up to an 80% query hit rate" “delivers up to an 80% query hit rate”www.getwren.ai · checked Aug 9, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
Agency
| Field | GA Lite | Wren AI |
|---|---|---|
| Goal complexity· | no public information galite.io · checked Aug 5, 2026 | Multi-step reasoning in a sandbox, positioned against single-turn chat “Agentic Design 01 Not just chat. Sandboxed, multi-step reasoning.”www.getwren.ai · checked Aug 9, 2026 |
| Action space· | no public information galite.io · checked Aug 5, 2026 | “Tools and scripts run inside an isolated environment. Agents query, chart, extract from PDFs, build dashboards, save skills.”www.getwren.ai · checked Aug 9, 2026 |
| Operating environment· | no public information galite.io · checked Aug 5, 2026 | “20+ data sources: BigQuery, PostgreSQL, ClickHouse, Amazon Redshift, and dialect-agnostic.”www.getwren.ai · checked Aug 9, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
Safety
| Field | GA Lite | Wren AI |
|---|---|---|
| Data handling· | Does not store data long-term; caches aggregated results up to 24 hours “GA Lite does not store your site analytics or search performance data long term. Some features temporarily cache aggregated results for up to 24 hours.”galite.io · checked Aug 5, 2026 | no public information www.getwren.ai · checked Aug 9, 2026 |
Practicality
| Field | GA Lite | Wren AI |
|---|---|---|
| Pricing model· | usage-based (freemium with tiered monthly/yearly subscriptions) “Simple, transparent pricing Core features are free to use. Upgrade to unlock more features. Monthly Yearly 58% OFF Free $0 /month Free Unified dashboard Public homepage MCP connection Most Popular Basic 17% OFF $8.25 $9.90 /month Sign in to subscribe Unified dashboard Public homepage Custom username MCP connection Billed annually at $99 Pro 58% OFF $12.42 $29.90 /month Sign in to subscribe Unified dashboard Public homepage Custom username MCP connection Data funnel features Billed annually at $149”galite.io · checked Aug 5, 2026 | “Start free with open-source GenBI. Upgrade to full Agentic GenBI for governance, embedded API, and enterprise support.”www.getwren.ai · checked Aug 9, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
| Availability· | no public information www.getwren.ai · checked Aug 9, 2026 | |
| Deployment options· | SaaS “Connect your traffic, search, sharing and AI workflow with GA Lite in under 60 seconds Free to use, no credit card. Sign in to start”galite.io · checked Aug 5, 2026 | “Multi-tenant cloud, private cloud, and air-gapped on-prem.”www.getwren.ai · checked Aug 9, 2026 |
| Integrations· | no public information galite.io · checked Aug 5, 2026 | 20+ data sources including BigQuery, PostgreSQL, ClickHouse and Amazon Redshift “20+ data sources: BigQuery, PostgreSQL, ClickHouse, Amazon Redshift, and dialect-agnostic.”www.getwren.ai · checked Aug 9, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
| Support model· | Email-based support (support@galite.io) “Need a custom plan? Reach out to support@galite.io”galite.io · checked Aug 5, 2026 | "Enterprise support" named as a paid-tier feature; no response times or remedies published “Upgrade to full Agentic GenBI for governance, embedded API, and enterprise support.”www.getwren.ai · checked Aug 9, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
Ecosystem
| Field | GA Lite | Wren AI |
|---|---|---|
| Protocols supported· | MCP “MCP for AI Let Claude, Cursor or any MCP client read your analytics through a remote endpoint after one browser approval.”galite.io · checked Aug 5, 2026 | MCP; MDL, text-to-SQL and a CLI listed in the same capability row “MDL · text-to-SQL · MCP · CLI · 20+ connectors”www.getwren.ai · checked Aug 9, 2026 |
| Tool use· | Uses MCP protocol to enable AI clients to query analytics data “Add the GA Lite MCP endpoint to Claude, Cursor or any MCP-aware client and ask questions about traffic, search, realtime and funnels — no install, no SDK.”galite.io · checked Aug 5, 2026 | no public information www.getwren.ai · checked Aug 9, 2026 |
| Multi-agent· | Yes — integrates with multiple AI clients (Claude, Cursor, Gemini, etc.) as external agents via MCP “MCP for AI Let Claude, Cursor or any MCP client read your analytics through a remote endpoint after one browser approval.”galite.io · checked Aug 5, 2026 | no public information www.getwren.ai · checked Aug 9, 2026 |
| API access· | no public information galite.io · checked Aug 5, 2026 | “Embedded AI API REST Build your own UX on the raw endpoints: natural language to governed SQL with execution, plus chart specs you render in your stack.”www.getwren.ai · checked Aug 9, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
| Open source· | Open source (on GitHub) “Open source on GitHub Browse the GA Lite open-source edition.”galite.io · checked Aug 5, 2026 | Engine self-described as open source; no licence named on the page checked “The engine is open source. That's the difference.”www.getwren.ai · checked Aug 9, 2026 |
Impact
| Field | GA Lite | Wren AI |
|---|---|---|
| User base· | no public information galite.io · checked Aug 5, 2026 | Self-reported 15,000+ data experts and analytics teams. The same page separately claims 50,000+ users (see deployment_scale); the two figures are not reconciled on the page “Trusted by 15,000+ data experts and analytics teams worldwide.”www.getwren.ai · checked Aug 9, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
| Deployment scale· | no public information galite.io · checked Aug 5, 2026 | “Trusted by 50,000+ users worldwide. Public companies across the US, EU, Middle East, and Asia.”www.getwren.ai · checked Aug 9, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
| Target sectors· | no public information galite.io · checked Aug 5, 2026 | Manufacturing, healthcare, finance, retail and media “Use cases in production across industries How companies across manufacturing, healthcare, finance, retail and media ship governed answers to humans and agents.”www.getwren.ai · checked Aug 9, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
Disclosed by neither
Both GA Lite and Wren AI publish nothing on these 38 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 38 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Human oversight
- Initiative
- High-risk domains
- Documented incidents
- Market recognition
- Price point
- Supported regions
- Base models
- Model provider
- Model swappable
- Open weights
- Fine-tuning
- Context window
- Marketplace presence
- Safety evaluations
- Red teaming
- Safety policy
- Usage restrictions
- Model or system card
- Incident reporting
- Third-party evaluations
- Insurance available
- Own liability cover
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Explainability
- Runtime governance
- Compliance certifications
- Regulatory alignment
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage
Questions
- How do GA Lite and Wren AI compare on goal complexity?
- GA Lite: no public information disclosed. Wren AI: Multi-step reasoning in a sandbox, positioned against single-turn chat.
- How do GA Lite and Wren AI compare on user base?
- GA Lite: no public information disclosed. Wren AI: Self-reported 15,000+ data experts and analytics teams. The same page separately claims 50,000+ users (see deployment_scale); the two figures are not reconciled on the page.
- How do GA Lite and Wren AI compare on target sectors?
- GA Lite: no public information disclosed. Wren AI: Manufacturing, healthcare, finance, retail and media.
- How do GA Lite and Wren AI compare on availability?
- GA Lite: publicly available. Wren AI: no public information disclosed.
- How do GA Lite and Wren AI compare on integrations?
- GA Lite: no public information disclosed. Wren AI: 20+ data sources including BigQuery, PostgreSQL, ClickHouse and Amazon Redshift.
- How do GA Lite and Wren AI compare on support model?
- GA Lite: Email-based support (support@galite.io). Wren AI: "Enterprise support" named as a paid-tier feature; no response times or remedies published.