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 215ms | 91msp95 236ms | 125msp95 319ms | 107msp95 287ms |
| Europe | 178msp95 370ms | 173msp95 403ms | 201msp95 498ms | 179msp95 367ms |
| Asia | 269msp95 542ms | 273msp95 450ms | 300msp95 554ms | 274msp95 493ms |
| Oceania | 234msp95 344ms | 228msp95 382ms | 261msp95 396ms | 282msp95 463ms |
| South America | 201msp95 459ms | 200msp95 363ms | 202msp95 481ms | 341msp95 481ms |
| Africa | 357msp95 701ms | — | 314msp95 570ms | — |
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 434 ms, with median latency at 194 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.