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 | 85msp95 128ms | 77msp95 103ms | 107msp95 157ms | 97msp95 129ms |
| Europe | 159msp95 183ms | 155msp95 180ms | 172msp95 225ms | 163msp95 193ms |
| Asia | 249msp95 337ms | 272msp95 377ms | 284msp95 412ms | 237msp95 318ms |
| Oceania | 237msp95 259ms | 231msp95 249ms | 255msp95 279ms | 244msp95 312ms |
| South America | 189msp95 207ms | 181msp95 209ms | 198msp95 239ms | 228msp95 394ms |
| Africa | 295msp95 458ms | — | 304msp95 336ms | — |
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 320 ms, with median latency at 167 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.