agent · data analysis
GA Lite vs LangWatch
59 fields both were evaluated on, 35 of them different — including where one discloses something the other does not. Every value links to the document it came from. 24 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | GA Lite | LangWatch |
|---|---|---|
| Audit trail· | no public information galite.io · checked Aug 5, 2026 | |
| Explainability· | no public information galite.io · checked Aug 5, 2026 | “The judge reads the whole trace like you would, expanding each step, so a verdict comes with the reasoning behind it.”langwatch.ai · checked Aug 1, 2026 |
| Runtime governance· | no public information galite.io · checked Aug 5, 2026 | “RBAC + REST APIs SCIM + SSO Cost-center attribution”langwatch.ai · checked Aug 1, 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 | |
| Compliance certifications· | no public information galite.io · checked Aug 5, 2026 | “ISO 27001 Certified GDPR Compliant EU data Residency Monitored by Vanta”langwatch.ai · checked Aug 1, 2026 |
| Regulatory alignment· | no public information 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 langwatch.ai · checked Aug 21, 2026 |
| Evaluation coverage· | no public information galite.io · checked Aug 5, 2026 | “Evaluate Score everything, from a single output to a whole conversation, offline and live in production.”langwatch.ai · checked Aug 1, 2026 |
| Self-reported performance· | no public information galite.io · checked Aug 17, 2026 | Reports a median PM-to-PR time of 14 minutes using its workflow “median PM-to-PR 14 minutes”langwatch.ai · checked Aug 21, 2026 |
Agency
| Field | GA Lite | LangWatch |
|---|---|---|
| Goal complexity· | no public information galite.io · checked Aug 5, 2026 | “PM writes the goal Plain English. No code, no YAML. The brief is the spec.”langwatch.ai · checked Aug 1, 2026 |
| Action space· | no public information galite.io · checked Aug 5, 2026 | “Every tool call, skill, and MCP server is traced, and mockable or fixtured for deterministic runs.”langwatch.ai · checked Aug 1, 2026 |
| Operating environment· | no public information galite.io · checked Aug 5, 2026 | “Simulate real users Text and voice conversations from a simulated user that pushes your agent turn after turn, like the real world does.”langwatch.ai · checked Aug 1, 2026 |
| Initiative· | no public information galite.io · checked Aug 5, 2026 | “Langy turns a PM's goal into a full Scenario test plan, then turns the failures into pull requests.”langwatch.ai · checked Aug 1, 2026 |
Safety
| Field | GA Lite | LangWatch |
|---|---|---|
| Safety evaluations· | no public information galite.io · checked Aug 5, 2026 | “Red teaming Adversarial simulations probe for jailbreaks, policy breaks, and unsafe tool calls before your users find them.”langwatch.ai · checked Aug 1, 2026 |
| Red teaming· | no public information galite.io · checked Aug 5, 2026 | “Red teaming Adversarial simulations probe for jailbreaks, policy breaks, and unsafe tool calls before your users find them.”langwatch.ai · checked Aug 1, 2026 |
| Safety policy· | 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 | LangWatch |
|---|---|---|
| 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 | no public information langwatch.ai · checked Aug 1, 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 | “Cloud, self-hosted, or hybrid. Self-hosted Docker, Kubernetes/Helm, or in your VPC Hybrid Data plane on your infra, control plane on ours Cloud Managed multi-tenant SaaS”langwatch.ai · checked Aug 1, 2026 |
| Integrations· | no public information galite.io · checked Aug 5, 2026 | “OpenTelemetry native Full GenAI spec support, so your traces work with any framework and any OTel-compatible stack.”langwatch.ai · checked Aug 1, 2026 |
| Supported regions· | no public information galite.io · checked Aug 5, 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 langwatch.ai · checked Aug 1, 2026 |
Foundation models
| Field | GA Lite | LangWatch |
|---|---|---|
| Base models· | no public information galite.io · checked Aug 5, 2026 | |
| Model provider· | no public information galite.io · checked Aug 5, 2026 | |
| Model swappable· | no public information galite.io · checked Aug 5, 2026 | “Works with every agent framework, no rewrite required.”langwatch.ai · checked Aug 1, 2026 |
Ecosystem
| Field | GA Lite | LangWatch |
|---|---|---|
| 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 | “Every tool call, skill, and MCP server is traced”langwatch.ai · checked Aug 1, 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 | “Every tool call, skill, and MCP server is traced, and mockable or fixtured for deterministic runs.”langwatch.ai · checked Aug 1, 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 | “Langy drafts the plan Picks the simulator, generates the scenarios, writes the JudgeAgent rubric.”langwatch.ai · checked Aug 1, 2026 |
| API access· | no public information galite.io · checked Aug 5, 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 langwatch.ai · checked Aug 1, 2026 |
Impact
| Field | GA Lite | LangWatch |
|---|---|---|
| User base· | no public information galite.io · checked Aug 5, 2026 | “Trusted in production by AI agents are still tested by hand, breaking in production.”langwatch.ai · checked Aug 1, 2026 |
| Deployment scale· | no public information galite.io · checked Aug 5, 2026 | “Trusted in production by AI agents are still tested by hand, breaking in production.”langwatch.ai · checked Aug 1, 2026 |
| Target sectors· | no public information galite.io · checked Aug 5, 2026 | |
| High-risk domains· | no public information galite.io · checked Aug 5, 2026 |
Disclosed by neither
Both GA Lite and LangWatch publish nothing on these 24 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 24 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Human oversight
- Documented incidents
- Market recognition
- Price point
- Open weights
- Fine-tuning
- Context window
- Marketplace presence
- 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
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
Questions
- How do GA Lite and LangWatch compare on pricing model?
- GA Lite: usage-based (freemium with tiered monthly/yearly subscriptions). LangWatch: no public information disclosed.
- How do GA Lite and LangWatch compare on support model?
- GA Lite: Email-based support (support@galite.io). LangWatch: no public information disclosed.
- How do GA Lite and LangWatch compare on open source?
- GA Lite: Open source (on GitHub). LangWatch: no public information disclosed.
- How do GA Lite and LangWatch compare on asset custody?
- GA Lite: Third-party payment processors used strictly to complete transactions.. LangWatch: no public information disclosed.
- How do GA Lite and LangWatch compare on self-reported performance?
- GA Lite: no public information disclosed. LangWatch: Reports a median PM-to-PR time of 14 minutes using its workflow.