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 71ms | 50msp95 290ms | 90msp95 388ms | 63msp95 147ms |
| Europe | 39msp95 69ms | 47msp95 459ms | 58msp95 198ms | 41msp95 101ms |
| Asia | 139msp95 179ms | 138msp95 365ms | 140msp95 403ms | 134msp95 265ms |
| Oceania | 509msp95 537ms | 387msp95 421ms | 365msp95 672ms | 347msp95 517ms |
| South America | 233msp95 265ms | 324msp95 716ms | 285msp95 577ms | 304msp95 455ms |
| Africa | 598msp95 615ms | — | 360msp95 397ms | — |
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 422 ms, with median latency at 69 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.