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 | 97msp95 125ms | 91msp95 124ms | 119msp95 177ms | 105msp95 137ms |
| Europe | 169msp95 194ms | 163msp95 188ms | 177msp95 246ms | 173msp95 209ms |
| Asia | 235msp95 338ms | 283msp95 382ms | 274msp95 405ms | 243msp95 323ms |
| Oceania | 242msp95 269ms | 241msp95 255ms | 262msp95 432ms | 276msp95 314ms |
| South America | 193msp95 204ms | 193msp95 218ms | 208msp95 227ms | 221msp95 364ms |
| Africa | 307msp95 331ms | — | 314msp95 349ms | — |
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 99.97% pass rate in the latest verified snapshot.
- The p95 latency signal is 328 ms, with median latency at 176 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.