agent · data analysis
Ask On Data vs GA Lite
55 fields both were evaluated on, 18 of them different — including where one discloses something the other does not. Every value links to the document it came from. 37 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Ask On Data | GA Lite |
|---|---|---|
| Audit trail· | “Action History and Undo Functionality Access a comprehensive history of all actions performed on your data.”askondata.com · checked Aug 2, 2026 | no public information galite.io · checked Aug 5, 2026 |
| Explainability· | “You also have an option of seeing the YAML file, that YAML file you can view, validate and even edit before orchestrating and running those jobs.”askondata.com · checked Aug 2, 2026 | no public information galite.io · checked Aug 5, 2026 |
| Permission scopes· | no public information askondata.com · checked Aug 2, 2026 | 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 |
| Outcome-based pricing· | based on the amount of data “our costing is based on the amount of data”askondata.com · checked Aug 2, 2026 | no public information galite.io · checked Aug 5, 2026 |
Safety
| Field | Ask On Data | GA Lite |
|---|---|---|
| Incident reporting· | Support@AskOnData.com “you can reach out on Support@AskOnData.com”askondata.com · checked Aug 2, 2026 | no public information galite.io · checked Aug 5, 2026 |
| Data handling· | no public information askondata.com · checked Aug 2, 2026 | 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 | Ask On Data | GA Lite |
|---|---|---|
| Pricing model· | based on the amount of data “our costing is based on the amount of data”askondata.com · checked Aug 2, 2026 | 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· | no public information askondata.com · checked Aug 2, 2026 | |
| Deployment options· | self hosting, enterprise version “If you are self hosting, then it is fully free. However if you would like to use our enterprise version”askondata.com · checked Aug 2, 2026 | 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· | flat files, API, Database, Data Lake & Data Warehouse, log files “Data Sources Use varied data sources including flat files, API, Database, Data Lake & Data Warehouse, log files etc.”askondata.com · checked Aug 2, 2026 | no public information galite.io · checked Aug 5, 2026 |
| Support model· | no public information askondata.com · checked Aug 2, 2026 | Email-based support (support@galite.io) “Need a custom plan? Reach out to support@galite.io”galite.io · checked Aug 5, 2026 |
Foundation models
| Field | Ask On Data | GA Lite |
|---|---|---|
| Base models· | fine tuned LLM models “The chat-based interface of Ask On Data is powered by fine tuned LLM models.”askondata.com · checked Aug 2, 2026 | no public information galite.io · checked Aug 5, 2026 |
| Fine-tuning· | fine tuned LLM models “The chat-based interface of Ask On Data is powered by fine tuned LLM models.”askondata.com · checked Aug 2, 2026 | no public information galite.io · checked Aug 5, 2026 |
Ecosystem
| Field | Ask On Data | GA Lite |
|---|---|---|
| Protocols supported· | no public information askondata.com · checked Aug 2, 2026 | 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 |
| Tool use· | no public information askondata.com · checked Aug 2, 2026 | 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 |
| Multi-agent· | no public information askondata.com · checked Aug 2, 2026 | 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 |
| Open source· | no public information askondata.com · checked Aug 2, 2026 | Open source (on GitHub) “Open source on GitHub Browse the GA Lite open-source edition.”galite.io · checked Aug 5, 2026 |
Disclosed by neither
Both Ask On Data and GA Lite publish nothing on these 37 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 37 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Human oversight
- Goal complexity
- Action space
- Operating environment
- Initiative
- User base
- Deployment scale
- Target sectors
- High-risk domains
- Documented incidents
- Supported regions
- Model provider
- Model swappable
- Open weights
- Context window
- API access
- Marketplace presence
- Safety evaluations
- Red teaming
- Safety policy
- Usage restrictions
- Model or system card
- Third-party evaluations
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Runtime governance
- Compliance certifications
- Regulatory alignment
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage
Questions
- How do Ask On Data and GA Lite compare on pricing model?
- Ask On Data: based on the amount of data. GA Lite: usage-based (freemium with tiered monthly/yearly subscriptions).
- How do Ask On Data and GA Lite compare on price point?
- Ask On Data: Free. GA Lite: no public information disclosed.
- How do Ask On Data and GA Lite compare on availability?
- Ask On Data: no public information disclosed. GA Lite: publicly available.
- How do Ask On Data and GA Lite compare on deployment options?
- Ask On Data: self hosting, enterprise version. GA Lite: SaaS.
- How do Ask On Data and GA Lite compare on integrations?
- Ask On Data: flat files, API, Database, Data Lake & Data Warehouse, log files. GA Lite: no public information disclosed.
- How do Ask On Data and GA Lite compare on support model?
- Ask On Data: no public information disclosed. GA Lite: Email-based support (support@galite.io).