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 | 33msp95 66ms | 53msp95 189ms | 89msp95 270ms | 72msp95 144ms |
| Europe | 41msp95 70ms | 44msp95 334ms | 61msp95 199ms | 38msp95 95ms |
| Asia | 140msp95 194ms | 46msp95 367ms | 123msp95 361ms | 123msp95 237ms |
| Oceania | 500msp95 544ms | 345msp95 535ms | 363msp95 597ms | 369msp95 459ms |
| South America | 231msp95 265ms | 349msp95 647ms | 273msp95 531ms | 279msp95 400ms |
| Africa | 599msp95 612ms | — | 355msp95 456ms | — |
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 378 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.