Live Benchmark Results
Real-World Performance
Every metric below is from actual production data streams — 1,820 real records, 7 live threat intelligence feeds, zero synthetic data.
93.79%
Real-World Accuracy
1,820 production records
61.8 r/s
Throughput
real-world stream
0.937
F1 Score
Precision 0.933
482ms
P95 Latency
P50: 310ms
Confusion Matrix
844
True Positives
Threats correctly blocked
863
True Negatives
Legit traffic allowed
61
False Positives
Over-blocking
52
False Negatives
Missed threats
0.9326
Precision
0.9420
Recall
0.9373
F1 Score
Latency Distribution
Mean322ms
322%
P50310.2ms
310.2%
P75367.3ms
367.3%
P95482.6ms
482.6%
P99636.2ms
636.2%
Max1811.1ms
1811.1%
Data Sources — 7 Production Feeds
| Source | Records | Accuracy | Blocked | Status |
|---|---|---|---|---|
| Energy Sector Phishing Intel | 300 | 100% | 132 | PASS |
| MITRE ATT&CK Official | 300 | 100% | 24 | PASS |
| ICS/SCADA OT Operations | 300 | 100% | 0 | PASS |
| NVD CVE Database | 20 | 100% | 0 | PASS |
| HDFS Production Logs | 300 | 91.7% | 25 | PASS |
| ICS-CERT Documented Attacks | 300 | 91% | 125 | PASS |
| Linux Syslog | 300 | 79.7% | 119 | WARN |
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