Infrastructure Intelligence
Anthropic
api.anthropic.com
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
No developer enrichment was present in the domain file for this subject.
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 | 93msp95 159ms | 88msp95 209ms | 116msp95 377ms | 103msp95 211ms |
| Europe | 169msp95 259ms | 168msp95 269ms | 181msp95 319ms | 173msp95 292ms |
| Asia | 262msp95 397ms | 275msp95 432ms | 290msp95 453ms | 257msp95 378ms |
| Oceania | 232msp95 439ms | 230msp95 365ms | 260msp95 539ms | 274msp95 441ms |
| South America | 192msp95 521ms | 196msp95 351ms | 218msp95 499ms | 195msp95 304ms |
| Africa | 315msp95 2,668ms | — | 317msp95 499ms | — |
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
- Anthropic recorded 100% pass rate in the latest verified snapshot.
- The p95 latency signal is 360 ms, with median latency at 183 ms.
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.