86
/100
prowl
Benchmarked Apr 06, 2026

Fly.io

Deploy full-stack apps globally — containers, Postgres, Redis, GPUs. Free tier: 3 shared VMs, 160GB bandwidth. REST API + CLI, token auth.

hostingdeployment platform_profile
Benchmark Your API

Score Breakdown

Latency 10/10
Documentation 9/10
Parseability 9/10
Consistency 8/10
Error Clarity 8/10
Auth Simplicity 8/10
Token Efficiency 8/10
First-Try Success 8/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
```json
{
  "service_type": "platform",
  "base_url": "https://fly.io",
  "auth_method": "api_key",
  "auth_config": {
    "header_name": "Authorization",
    "format": "Bearer {token}"
  },
  "endpoints": [
    {"path": "/v1/apps", "method": "GET", "purpose": "List applications"},
    {"path": "/v1/apps", "method": "POST", "purpose": "Create application"},
    {"path": "/v1/apps/{app_name}", "method": "GET", "purpose": "Get application details"},
    {"path": "/v1/apps/{app_name}/machines", "method": "GET", "purpose": "List machines"},
    {"path": "/v1/volumes", "method": "GET", "purpose": "List volumes"}
  ],
  "pricing_model": {
    "type": "freemium",
    "details": {
      "free_tier": "3 shared VMs, 160GB bandwidth",
      "paid_features": "Additional VMs, dedicated resources, GPU access"
    }
  },
  "rate_limits": {},
  "capabilities": [
    "global_app_deployment",
    "container_orchestration", 
    "managed_postgres",
    "managed_redis",
    "gpu_compute",
    "automatic_scaling",
    "edge_deployment",
    "cli_tooling",
    "volume_storage",
    "networking",
    "load_balancing",
    "ssl_certificates",
    "monitoring",
    "log_aggregation"
  ],
  "raw_analysis": "Fly.io is a modern Platform-as-a-Service (PaaS) focused on global application deployment with excellent developer experience. It targets developers and teams who need to deploy full-stack applications close to users worldwide through edge computing. The platform is built around containers and provides a compelling alternative to traditional cloud providers with simpler deployment workflows. Key strengths include: (1) Global deployment - apps run in multiple regions automatically, (2) Modern architecture - container-native with excellent support for Docker, (3) Managed services - Postgres, Redis, and other databases without complexity, (4) GPU support - enables AI/ML workloads, (5) Developer-friendly - excellent CLI and API, git-based deployments. The free tier is generous for development and small projects. The platform is mature and well-regarded in the developer community, particularly popular among indie developers and startups. Integration ecosystem includes GitHub Actions, Docker registries, monitoring tools, and database migration utilities. Fly.io competes directly with Heroku, Railway, and Render, but differentiates through edge deployment and performance focus."
}
```
Execute

1/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200157ms
robots_txtGET /robots.txt40462ms
llms_txtGET /llms.txt40492ms
Interpret
{"multi_model": true, "models_used": ["openai", "claude_cli"], "model_scores": {"GPT-4o": {"overall": 89, "dimensions": {"token_efficiency": 8.5, "first_try_success": 9.0, "response_parseability": 9.0, "error_clarity": 8.5, "doc_quality": 9.5, "auth_simplicity": 9.0, "latency": 10.0, "consistency": 8.0}}, "Claude CLI": {"overall": 85, "dimensions": {"token_efficiency": 8.5, "first_try_success": 8.0, "response_parseability": 9.0, "error_clarity": 7.5, "doc_quality": 9.0, "auth_simplicity": 8.0, "latency": 10.0, "consistency": 8.0}}}, "averaged": true}

Agent Readiness

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

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