68
/100
prowl
Benchmarked Aug 13, 2026

LoginRadius

Managed User Authentication Service

authsecurity platform_profile
Benchmark Your API

Score Breakdown

Latency 8/10
Consistency 8/10
Parseability 8/10
Documentation 7/10
Token Efficiency 7/10
Error Clarity 6/10
First-Try Success 6/10
Auth Simplicity 5/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "https://www.loginradius.com/docs",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {"type": "freemium", "details": {"tiers": ["free tier with limited features", "paid plans based on monthly active users and feature requirements"], "details_url": "https://www.loginradius.com/pricing/"}},
  "rate_limits": {},
  "capabilities": ["user authentication", "single sign-on (SSO)", "social login", "passwordless login", "multi-factor authentication (MFA)", "user/profile management", "session management", "identity provider federation", "user data security and compliance", "admin dashboard", "multi-tenant support", "audit logs", "API access for integration", "pre-built login widgets and UI components", "web hooks and event notifications", "developer SDKs and libraries", "documentation and developer portal"],
  "raw_analysis": "LoginRadius is a commercial Customer Identity and Access Management (CIAM) platform that provides managed user authentication services. It is used by businesses to secure customer identities and provide seamless login experiences across web and mobile applications. The service is designed for organizations of all sizes, from startups to large enterprises, that need to offload the complexity of authentication, secure storage of user credentials, and compliance (e.g., GDPR). The platform is mature, having been in operation for over a decade, and is trusted by thousands of customers. It offers a comprehensive set of features including social login, SSO, MFA, and passwordless authentication. It integrates with major identity providers (e.g., Google, Facebook, SAML, OAuth) and provides SDKs for various programming languages and frameworks. The documentation site is well-organized, with guides, API references, and developer resources. LoginRadius uses a freemium pricing model, with a free tier for limited usage and paid plans based on monthly active users and advanced features. However, the provided URL is primarily documentation; the actual platform API would be accessed via a different base URL (likely api.loginradius.com) and would require API keys and secrets. The analysis here only covers the documentation site."
}
Execute

2/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200110ms
robots_txtGET /robots.txt20057ms
llms_txtGET /llms.txt404367ms
Interpret
```json
{
  "overall": 62,
  "dimensions": {
    "token_efficiency": 7.0,
    "first_try_success": 6.0,
    "response_parseability": 8.0,
    "error_clarity": 6.0,
    "doc_quality": 7.0,
    "auth_simplicity": 5.0,
    "latency": 8.0,
    "consistency": 7.5
  },
  "pricing_normalized": {
    "free_tier": true,
    "paid_tier_required_for_production": true,
    "pricing_model": "freemium",
    "pricing_basis": "monthly active users and feature requirements",
    "transparency": "good - detailed pricing available at dedicated URL"
  },
  "issues": [
    "No llms.txt endpoint (404) - not optimized for AI agent discovery",
    "Auth onboarding may require more than just email signup - likely enterprise features need manual setup",
    "Freemium tier limited - production use likely requires paid plan",
    "Documentation site is docs portal requiring navigation, not LLM-friendly"
  ],
  "recommendations": [
    "Add /llms.txt to make documentation accessible for AI agents",
    "Clarify which features are available on free tier vs paid plans in docs",
    "Consider adding structured JSON API descriptions to help agents integrate faster",
    "Provide a quick-start API snippet in the home page for instant integration testing"
  ]
}
```

Agent Readiness

x402 Payments
Not supported
Streaming
No
Sandbox
None
Agent Auth
Unknown
SDKs
None listed
MCP Support
No

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