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 | 127msp95 185ms | 183msp95 340ms | 168msp95 256ms | 162msp95 261ms |
| Europe | 133msp95 217ms | 253msp95 513ms | 179msp95 304ms | 132msp95 197ms |
| Asia | 267msp95 467ms | 409msp95 577ms | 307msp95 518ms | 289msp95 335ms |
| Oceania | 66msp95 73ms | 377msp95 695ms | 221msp95 412ms | 85msp95 201ms |
| South America | 218msp95 244ms | 477msp95 558ms | 89msp95 188ms | 85msp95 339ms |
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 470 ms, with median latency at 179 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.