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 | 36msp95 69ms | 59msp95 133ms | 82msp95 240ms | 68msp95 149ms |
| Europe | 42msp95 70ms | 41msp95 267ms | 56msp95 289ms | 41msp95 107ms |
| Asia | 50msp95 204ms | 133msp95 349ms | 114msp95 259ms | 129msp95 200ms |
| Oceania | 191msp95 203ms | 557msp95 802ms | 219msp95 350ms | 197msp95 218ms |
| South America | 233msp95 250ms | 311msp95 515ms | 263msp95 323ms | 274msp95 415ms |
| Africa | — | — | 363msp95 533ms | — |
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 303 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.