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 | 40msp95 69ms | 56msp95 212ms | 86msp95 265ms | 79msp95 155ms |
| Europe | 42msp95 69ms | 54msp95 349ms | 58msp95 306ms | 39msp95 95ms |
| Asia | 139msp95 167ms | 109msp95 325ms | 114msp95 329ms | 118msp95 264ms |
| Oceania | 193msp95 203ms | 337msp95 807ms | 215msp95 376ms | 198msp95 217ms |
| South America | 232msp95 263ms | 351msp95 673ms | 266msp95 320ms | 279msp95 369ms |
| Africa | 600msp95 1,014ms | — | 360msp95 568ms | — |
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 336 ms, with median latency at 73 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.