Prowl
86/100
prowl
Benchmarked Oct 08, 2026

Hygraph

Headless CMS API

devtools platform_profile Streaming
Benchmark Your API

Score Breakdown

Latency10/10
Consistency9/10
Documentation9/10
Token Efficiency9/10
Parseability9/10
Error Clarity8/10
Auth Simplicity8/10
First-Try Success8/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "https://hygraph.com",
  "auth_method": "api_key",
  "auth_config": {
    "type": "permanent_auth_token",
    "header": "Authorization",
    "format": "Bearer <token>",
    "notes": "Hygraph uses permanent auth tokens generated in the project settings for API access. Public/unauthenticated access can be enabled for read-only Content API via Public API permissions. Management API and mutations require a permanent auth token with appropriate permissions."
  },
  "endpoints": [
    {
      "name": "Content API (GraphQL)",
      "url": "https://{region}.cdn.hygraph.com/content/{projectId}/{environment}/master",
      "method": "POST",
      "description": "GraphQL endpoint for querying published content. Region-specific (e.g., us-east-1, eu-central-1, ap-south-1)."
    },
    {
      "name": "Management API (GraphQL)",
      "url": "https://api-{region}.hygraph.com/v2/{projectId}/{environment}/master",
      "method": "POST",
      "description": "GraphQL endpoint for schema management and administrative operations."
    },
    {
      "name": "Mutations API (GraphQL)",
      "url": "https://{region}.cdn.hygraph.com/content/{projectId}/{environment}/master",
      "method": "POST",
      "description": "GraphQL mutations for creating, updating, and deleting content via Content API with write permissions."
    },
    {
      "name": "Assets Upload API",
      "url": "https://api-{region}.hygraph.com/v2/{projectId}/{environment}/upload",
      "method": "POST",
      "description": "Upload assets (images, files) via multipart form data."
    }
  ],
  "pricing_model": {
    "type": "freemium",
    "details": {
      "free_tier": "Available with limited API operations, storage, and seats",
      "paid_tiers": "Tiered subscription plans (e.g., Hobby, Professional, Scale, Enterprise) based on API operations, bandwidth, seats, and features",
      "url": "https://hygraph.com/pricing"
    }
  },
  "rate_limits": {
    "notes": "Hygraph enforces API rate limits and usage quotas per plan. Specific limits are documented in the API reference. Limits are typically based on API operations per month and may include burst rate limits."
  },
  "capabilities": [
    "Headless CMS with GraphQL-native API",
    "Content federation / remote sources",
    "Structured content modeling",
    "Localization and internationalization",
    "Content personalization (variants, taxonomies)",
    "Asset management and CDN delivery",
    "Role-based access control and permissions",
    "Webhooks",
    "App Framework for UI extensions",
    "AI-assisted content operations",
    "SOC 2 Type 2 and GDPR compliance",
    "Multi-environment support",
    "Content staging and workflows"
  ],
  "raw_analysis": "Hygraph is a mature, enterprise-grade headless CMS built around a GraphQL-native federated content platform. It targets content teams, developers, and enterprises needing omnichannel content delivery, structured content modeling, localization, and personalization. The platform exposes a GraphQL Content API for published content (with optional public read access) and a Management API for schema and administrative operations. Authentication is primarily via permanent auth tokens (Bearer tokens) generated in project settings; public access can be configured for read-only content. Pricing follows a freemium model with tiered subscriptions based on API operations, storage, and features. Rate limits and usage quotas apply per plan. Hygraph offers extensive integrations, an App Framework for custom UI extensions, webhooks, and compliance certifications (SOC 2 Type 2, GDPR, ISO 27001 infrastructure). It is well-documented and suitable for composable architectures, eCommerce, multi-brand, and global content strategies."
}
Execute

3/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200158ms
robots_txtGET /robots.txt20039ms
llms_txtGET /llms.txt20041ms
Interpret
{
  "overall": 82,
  "dimensions": {
    "token_efficiency": 9.0,
    "first_try_success": 8.0,
    "response_parseability": 9.0,
    "error_clarity": 7.5,
    "doc_quality": 9.0,
    "auth_simplicity": 7.5,
    "latency": 10.0,
    "consistency": 9.0
  },
  "pricing_normalized": {
    "model": "freemium",
    "free_tier": true,
    "paid_tiers": ["Hobby", "Professional", "Scale", "Enterprise"],
    "billing_dimensions": ["API operations", "bandwidth", "seats", "features"],
    "url": "https://hygraph.com/pricing"
  },
  "issues": [
    "GraphQL-native design can present a steeper learning curve for agents accustomed to REST",
    "Pricing scales on API operations and bandwidth which can be opaque for high-volume agent workloads",
    "No explicit agent onboarding path (e.g., notlogin/SSO) mentioned"
  ],
  "recommendations": [
    "Highlight the llms.txt file as an agent-friendly entry point in user-facing docs",
    "Provide clearer sample queries/schemas in public docs to boost first-try success",
    "Add explicit API rate-limit and error-code documentation to improve error clarity",
    "Consider exposing a simplified REST fallback for agents that can't run GraphQL",
    "Surface free tier limits (API ops/storage/seats) prominently to reduce confusion"
  ]
}

Agent Readiness

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

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