NVMe Drive Failure Predictor

10,000Training Samples

194Failure Cases

4Failure Modes

14SMART Features

99.95%Accuracy

Drive Telemetry Input

Device Metadata

Vendor

Model

Firmware

Usage Metrics

Power-On Hours Range: 101 – 59,992 hrs

Total TBW (TB Written) Range: 1.3 – 539.5 TB

Total TBR (TB Read) Range: 0 – 600 TB

Percent Life Used (%) Range: 0 – 125.2%

Health Indicators

Temperature (°C) 40°C

Normal: 20–65°C · Critical: >70°C

SMART Warning Flag

SMART health assessment flag

Error Counters

Media Errors

Unsafe Shutdowns

CRC Errors

Read Error Rate SMART read error rate value

Write Error Rate SMART write error rate value

Quick Scenarios

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Enter drive telemetry data and click Analyze to run the prediction model