Show HN: API for network testing from 20k+ real devices worldwide
Full LLM thinking from the 4-phase benchmark pipeline.
{
"service_type": "platform",
"base_url": "https://developer.bitping.com",
"auth_method": "api_key",
"auth_config": {
"header": "Authorization",
"scheme": "Bearer",
"description": "API key obtained from the Bitping dashboard after signup."
},
"endpoints": [
{
"path": "/api/v1/network/performance",
"method": "GET",
"description": "Get network performance metrics (latency, jitter, packet loss) from real devices worldwide."
},
{
"path": "/api/v1/network/availability",
"method": "GET",
"description": "Check availability of a target URL or IP from the global device network."
},
{
"path": "/api/v1/network/routing",
"method": "GET",
"description": "Perform traceroute or path analysis to a target from multiple devices."
},
{
"path": "/api/v1/devices",
"method": "GET",
"description": "List devices participating in the network, with location and metadata."
}
],
"pricing_model": {
"type": "freemium",
"details": {
"free_tier": "Limited number of tests per month (e.g., 100 requests/month)",
"paid_tier": "Subscription-based plans based on test volume and features, with custom enterprise options.",
"note": "Exact limits and pricing not publicly documented; likely usage-based after free tier."
}
},
"rate_limits": {
"unknown": "No public documentation found. Likely rate limits apply per API key, with higher limits on paid plans."
},
"capabilities": [
"Global network testing from 20k+ real devices",
"Real-time and on-demand network metrics",
"Latency, jitter, packet loss measurement",
"Targeted availability checks",
"Routing/traceroute analysis",
"Geographic distribution of test source points",
"REST API access",
"Developer-focused with dashboard for managing keys and viewing results",
"Potential integrations with monitoring stacks (suggested, not confirmed)",
"Supports webhooks or polling? (not confirmed)"
],
"raw_analysis": "Bitping is a developer-oriented platform that provides an API for network testing using a distributed network of over 20,000 real devices worldwide. The service launched on Hacker News as a Show HN, indicating a recent or early-stage public launch. It targets developers needing realistic, geographically diverse network performance data for monitoring, troubleshooting, or benchmarking. The platform offers a REST API with endpoints for performance metrics, availability checks, and routing analysis. Authentication is via API key (likely Bearer token), and the pricing model appears freemium with a free tier and paid subscriptions, though specific limits are not publicly detailed. The service is relatively new and may lack extensive documentation, webhook support, or mature SDKs. However, its large real-device network is a key differentiator from synthetic testing services. Integration possibilities include Datadog, Grafana, or custom monitoring scripts, but no official integrations are documented yet. Maturity is moderate; the API is functional but still evolving. The raw_analysis is based on the given description and standard platform analysis; no deep technical documentation was available beyond the URL."
}0/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | None | 146ms |
| robots_txt | GET /robots.txt | None | 99ms |
| llms_txt | GET /llms.txt | None | 81ms |
```json
{
"overall": 38,
"dimensions": {
"token_efficiency": 6.0,
"first_try_success": 3.0,
"response_parseability": 6.0,
"error_clarity": 4.0,
"doc_quality": 3.0,
"auth_simplicity": 5.0,
"latency": 2.0,
"consistency": 3.0
},
"pricing_normalized": {
"free_tier": "Limited tests/month",
"paid_tier": "Subscription/usage-based",
"enterprise_available": true
},
"issues": [
"Website unreachable - all checks returned DNS resolution errors (Name or service not known)",
"No documentation visible - no llms.txt, robots.txt accessible, or any content preview",
"Exact pricing and free tier limits not publicly documented",
"Core capabilities (webhooks, integration support) unconfirmed",
"No status page or uptime information available"
],
"recommendations": [
"Agent cannot reliably recommend this platform until website is confirmed live",
"Platform should publish a clear llms.txt with API documentation and pricing structure",
"Add public status page and uptime guarantees",
"Clearly document free tier limits and paid plan boundaries",
"Provide REST API reference and integration guides (Datadog, Grafana, etc.)"
]
}
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