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 | 139msp95 198ms | 179msp95 321ms | 165msp95 304ms | 167msp95 239ms |
| Europe | 154msp95 187ms | 224msp95 539ms | 161msp95 263ms | 142msp95 206ms |
| Asia | 279msp95 380ms | 442msp95 661ms | 319msp95 551ms | 287msp95 338ms |
| Oceania | 73msp95 85ms | 421msp95 506ms | 225msp95 437ms | 105msp95 133ms |
| South America | 81msp95 363ms | 447msp95 498ms | 75msp95 188ms | 262msp95 268ms |
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 473 ms, with median latency at 174 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.