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 | 94msp95 133ms | 87msp95 137ms | 117msp95 172ms | 106msp95 157ms |
| Europe | 169msp95 205ms | 162msp95 209ms | 185msp95 266ms | 173msp95 231ms |
| Asia | 256msp95 303ms | 267msp95 365ms | 270msp95 433ms | 246msp95 318ms |
| Oceania | 233msp95 249ms | 229msp95 317ms | 255msp95 410ms | 264msp95 315ms |
| South America | 195msp95 234ms | 192msp95 217ms | 206msp95 222ms | 344msp95 415ms |
| Africa | 322msp95 346ms | — | 323msp95 382ms | — |
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 329 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.