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 | 90msp95 312ms | 91msp95 254ms | 116msp95 243ms | 107msp95 263ms |
| Europe | 175msp95 421ms | 171msp95 298ms | 196msp95 498ms | 182msp95 377ms |
| Asia | 260msp95 377ms | 282msp95 481ms | 302msp95 513ms | 273msp95 406ms |
| Oceania | 234msp95 506ms | 230msp95 307ms | 260msp95 602ms | 273msp95 414ms |
| South America | 204msp95 380ms | 195msp95 332ms | 204msp95 509ms | 343msp95 499ms |
| Africa | 439msp95 531ms | — | 328msp95 545ms | — |
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 99.94% pass rate in the latest verified snapshot.
- The p95 latency signal is 410 ms, with median latency at 197 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.