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 | 136msp95 167ms | 167msp95 357ms | 157msp95 299ms | 142msp95 222ms |
| Europe | 126msp95 172ms | 163msp95 377ms | 131msp95 231ms | 129msp95 202ms |
| Asia | 155msp95 373ms | 376msp95 641ms | 316msp95 602ms | 228msp95 332ms |
| Oceania | 58msp95 83ms | 351msp95 380ms | 223msp95 451ms | 71msp95 124ms |
| South America | 205msp95 250ms | 92msp95 195ms | 70msp95 210ms | 264msp95 338ms |
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 99.1% pass rate in the latest verified snapshot.
- The p95 latency signal is 442 ms, with median latency at 153 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.