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 | 123msp95 189ms | 155msp95 288ms | 146msp95 326ms | 144msp95 230ms |
| Europe | 126msp95 198ms | 265msp95 495ms | 133msp95 226ms | 144msp95 192ms |
| Asia | 176msp95 447ms | 328msp95 554ms | 325msp95 551ms | 202msp95 317ms |
| Oceania | 62msp95 99ms | 381msp95 431ms | 117msp95 229ms | 111msp95 114ms |
| South America | 70msp95 261ms | 473msp95 488ms | 165msp95 336ms | 65msp95 341ms |
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 98.8% pass rate in the latest verified snapshot.
- The p95 latency signal is 399 ms, with median latency at 151 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.