Infrastructure Intelligence
DuckDuckGo
api.duckduckgo.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
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 | 148msp95 200ms | 171msp95 321ms | 159msp95 270ms | 173msp95 239ms |
| Europe | 128msp95 231ms | 327msp95 596ms | 171msp95 237ms | 145msp95 206ms |
| Asia | 179msp95 395ms | 386msp95 529ms | 340msp95 514ms | 219msp95 329ms |
| Oceania | 72msp95 171ms | 363msp95 404ms | 160msp95 422ms | 82msp95 136ms |
| South America | 85msp95 213ms | — | 87msp95 187ms | 278msp95 352ms |
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
- DuckDuckGo recorded 100% pass rate in the latest verified snapshot.
- The p95 latency signal is 446 ms, with median latency at 177 ms.
- Infrastructure fingerprinting identifies Microsoft Corporation in the observed delivery path.
- Developer-facing integration resources are available for this benchmark subject.
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.