Infrastructure Intelligence
Open Weather
api.openweathermap.org
Cloud API Service Consistency
CASC turns API behavior into a 0–10 confidence signal.
CASC blends pass rates, error rates, outliers, and performance consistency into a single benchmark score. A fast API can score poorly if it behaves inconsistently; a slower API can score well if it is predictable.
Few if any issues detected.
Issues are impacting expectations.
Significant problems to investigate.
Healthy API: Few if any issues detected across consistency, pass rate, errors, and outlier behavior.
Infrastructure fingerprint
Developer Resources
Signal summary
Latency anatomy
DNS, connection, TLS, upload, processing, and download timing from the latest verified snapshot.
Regional Intelligence
Global performance breakdown
Median latency variance across continents and major monitoring regions in the latest verified snapshot.
Cloud Intelligence
Performance by cloud provider
Median and p95 latency measured from AWS, Akamai, Azure, and Google monitoring locations.
| Region | AWS | Akamai | Azure | |
|---|---|---|---|---|
| North America | 34msp95 60ms | 59msp95 218ms | 84msp95 296ms | 60msp95 141ms |
| Europe | 43msp95 71ms | 44msp95 492ms | 57msp95 201ms | 39msp95 102ms |
| Asia | 139msp95 169ms | 138msp95 344ms | 120msp95 485ms | 132msp95 232ms |
| Oceania | 505msp95 536ms | 340msp95 355ms | 356msp95 652ms | 353msp95 447ms |
| South America | 232msp95 245ms | 315msp95 729ms | 305msp95 581ms | 309msp95 414ms |
| Africa | 604msp95 622ms | — | 360msp95 482ms | — |
Forward Intelligence
Machine readiness index
Experimental operational scoring for production machine workflows, derived from reliability, consistency, tail latency, and workflow suitability.
Pass rate and failure consistency
Regional variance and stability
P99 performance under load
Overall machine suitability
Benchmark interpretation
- Open Weather recorded 100% pass rate in the latest verified snapshot.
- The p95 latency signal is 379 ms, with median latency at 68 ms.
- Infrastructure fingerprinting identifies DigitalOcean, LLC in the observed delivery path.
CASC interpretation
Few if any issues detected across consistency, pass rate, errors, and outlier behavior.
Cloud API Service Consistency is scored from 0 to 10. Higher means more consistent, healthier API behavior across the benchmark period.