agent · data analysis
GA Lite vs NLSQL
55 fields both were evaluated on, 26 of them different — including where one discloses something the other does not. Every value links to the document it came from. 29 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | GA Lite | NLSQL |
|---|---|---|
| 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 | no public information nlsql.com · checked Aug 2, 2026 |
| Compliance certifications· | no public information galite.io · checked Aug 5, 2026 | |
| Regulatory alignment· | no public information galite.io · checked Aug 5, 2026 |
Agency
| Field | GA Lite | NLSQL |
|---|---|---|
| Operating environment· | no public information galite.io · checked Aug 5, 2026 | “deployed straight to your Azure subscription, with no data ever leaving your infrastructure.”nlsql.com · checked Aug 2, 2026 |
| Initiative· | no public information galite.io · checked Aug 5, 2026 | “An intelligent agent that autonomously runs analytics, detects anomalies and delivers proactive insights right inside Microsoft Teams & Slack — no manual queries needed.”nlsql.com · checked Aug 2, 2026 |
Safety
| Field | GA Lite | NLSQL |
|---|---|---|
| Safety evaluations· | no public information galite.io · checked Aug 5, 2026 | “Microsoft-certified Enterprise-grade and GDPR-ready”nlsql.com · checked Aug 2, 2026 |
| Safety policy· | no public information galite.io · checked Aug 5, 2026 | |
| Third-party evaluations· | no public information galite.io · checked Aug 5, 2026 | |
| 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 |
Practicality
| Field | GA Lite | NLSQL |
|---|---|---|
| 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 | |
| Price point· | no public information galite.io · checked Aug 5, 2026 | |
| Availability· | ||
| 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 | |
| Integrations· | no public information galite.io · checked Aug 5, 2026 | “Ask in plain English — get queries, data and visualizations in seconds across SQL Server, PostgreSQL, SAP HANA, Snowflake, Redshift, MySQL, Supabase & more.”nlsql.com · checked Aug 2, 2026 |
| Support model· | Email-based support (support@galite.io) “Need a custom plan? Reach out to support@galite.io”galite.io · checked Aug 5, 2026 | no public information nlsql.com · checked Aug 2, 2026 |
Foundation models
| Field | GA Lite | NLSQL |
|---|---|---|
| Model provider· | no public information galite.io · checked Aug 5, 2026 |
Ecosystem
| Field | GA Lite | NLSQL |
|---|---|---|
| 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 | no public information nlsql.com · checked Aug 2, 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 nlsql.com · checked Aug 2, 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 nlsql.com · checked Aug 2, 2026 |
| API access· | no public information galite.io · checked Aug 5, 2026 | “NLSQL Structured databases AI data analytics for structured datasets Natural Language to SQL API.”nlsql.com · checked Aug 2, 2026 |
| Open source· | Open source (on GitHub) “Open source on GitHub Browse the GA Lite open-source edition.”galite.io · checked Aug 5, 2026 | no public information nlsql.com · checked Aug 2, 2026 |
| Marketplace presence· | no public information galite.io · checked Aug 5, 2026 |
Impact
| Field | GA Lite | NLSQL |
|---|---|---|
| User base· | no public information galite.io · checked Aug 5, 2026 | “Trusted by data teams at 6,700 + Users on the platform — and growing 1,900 + Monthly active users every month”nlsql.com · checked Aug 2, 2026 |
| Deployment scale· | no public information galite.io · checked Aug 5, 2026 | “Trusted by 6,700+ users across global enterprises”nlsql.com · checked Aug 2, 2026 |
| Target sectors· | no public information galite.io · checked Aug 5, 2026 | “Healthcare NLSQL for Healthcare AI analytics for ICU and hospital information systems — real-time clinical data access for clinicians, with no SQL required and no data leaving the hospital network.”nlsql.com · checked Aug 2, 2026 |
| High-risk domains· | no public information galite.io · checked Aug 5, 2026 | “Healthcare NLSQL for Healthcare AI analytics for ICU and hospital information systems — real-time clinical data access for clinicians, with no SQL required and no data leaving the hospital network.”nlsql.com · checked Aug 2, 2026 |
Disclosed by neither
Both GA Lite and NLSQL publish nothing on these 29 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 29 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Human oversight
- Goal complexity
- Action space
- Documented incidents
- Supported regions
- Base models
- Model swappable
- Open weights
- Fine-tuning
- Context window
- Red teaming
- Usage restrictions
- Model or system card
- Incident reporting
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Audit trail
- Tamper-evident log
- Explainability
- Runtime governance
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage
Questions
- How do GA Lite and NLSQL compare on support model?
- GA Lite: Email-based support (support@galite.io). NLSQL: no public information disclosed.
- How do GA Lite and NLSQL compare on protocols supported?
- GA Lite: MCP. NLSQL: no public information disclosed.
- How do GA Lite and NLSQL compare on tool use?
- GA Lite: Uses MCP protocol to enable AI clients to query analytics data. NLSQL: no public information disclosed.
- How do GA Lite and NLSQL compare on multi-agent?
- GA Lite: Yes — integrates with multiple AI clients (Claude, Cursor, Gemini, etc.) as external agents via MCP. NLSQL: no public information disclosed.
- How do GA Lite and NLSQL compare on open source?
- GA Lite: Open source (on GitHub). NLSQL: no public information disclosed.
- How do GA Lite and NLSQL compare on permission scopes?
- GA Lite: Granular sharing: public homepage, anonymous mode, password protection. NLSQL: no public information disclosed.