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 | 95msp95 228ms | 89msp95 151ms | 117msp95 229ms | 100msp95 197ms |
| Europe | 167msp95 282ms | 165msp95 281ms | 189msp95 371ms | 174msp95 248ms |
| Asia | 254msp95 314ms | 269msp95 451ms | 291msp95 490ms | 266msp95 424ms |
| Oceania | 234msp95 315ms | 228msp95 327ms | 259msp95 450ms | 271msp95 371ms |
| South America | 188msp95 226ms | 194msp95 559ms | 211msp95 395ms | 204msp95 441ms |
| Africa | 318msp95 471ms | — | 311msp95 483ms | — |
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 365 ms, with median latency at 184 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.