Question Analysis

On a Linux host, a ping command was executed to test internet connectivity. Determine which IP address was used as the ping target.

be8f4019-d8b6-434c-a814-53123cdcc11e
Question ID
10/16
Models Correct
1
Valid Answer
63%
Success Rate
Reference Answer

Human-validated correct answer for this question

8.8.8.8
Model Performance Comparison

See how different AI models performed on this question

ModelAnswerKQL QueryStatusAttemptsTimeCost
gemini-2.5-flash-preview-04-17
No answer provided
No query generated
Incorrect
5
0.00s
0.0405
gpt-35-turbo
No answer provided
No query generated
Incorrect
5
0.00s
0.0106
gpt-4-turbo-2024-04-09
8.8.8.8
DeviceProcessEvents | where FileName == "ping" | project DeviceName, ProcessCommandLine, TimeGenerated
Correct
1
8.49s
0.0502
gpt-4.1
8.8.8.8
DeviceProcessEvents | where FileName == "ping" | extend ping_target = extract(@"ping\s+(-[\w\s]+\s+)?([\d\.]+)", 2, ProcessCommandLine) | where isnotempty(ping_target) | project TimeGenerated, DeviceName, AccountName, ProcessCommandLine, ping_target
Correct
1
6.54s
0.0110
gpt-4.1-finetuned
8.8.8.8
DeviceProcessEvents | where ProcessCommandLine startswith "ping" | project ProcessCommandLine | extend IPAddress = extract(@"\d+\.\d+\.\d+\.\d+", 0, ProcessCommandLine) | project IPAddress | where isnotempty(IPAddress) | distinct IPAddress
Correct
1
11.85s
0.0120
gpt-4.1-mini
No answer provided
No query generated
Incorrect
5
0.00s
0.0087
gpt-4.1-nano
No answer provided
No query generated
Incorrect
5
0.00s
0.0017
gpt-4o
8.8.8.8
DeviceProcessEvents | where ProcessCommandLine contains "ping" | project InitiatingProcessCommandLine, DeviceId, DeviceName, TenantId, TimeGenerated
Correct
1
4.13s
0.0527
grok-3-beta
8.8.8.8
DeviceProcessEvents | where ProcessCommandLine contains "ping" | join kind=inner ( DeviceInfo | where OSPlatform contains "Linux" ) on DeviceId | extend ExtractedIP = extract("[0-9]+\\.[0-9]+\\.[0-9]+\\.[0-9]+", 0, ProcessCommandLine) | where isnotempty(ExtractedIP) | project DeviceName, ProcessCreationTime, ProcessCommandLine, ExtractedIP | order by ProcessCreationTime desc
Correct
2
17.85s
0.0533
grok-3-mini-beta
None
let linuxDevices = DeviceInfo | where OSPlatform == "Linux" | distinct DeviceId; DeviceProcessEvents | where DeviceId in (linuxDevices) | where FileName =~ "ping" | extend TargetIP = extract(@"\\b\\d{1,3}\\\.\\d{1,3}\\\.\\d{1,3}\\\.\\d{1,3}\\b", 0, ProcessCommandLine) | summarize arg_max(TimeGenerated, TargetIP, TimeGenerated) by DeviceId | project DeviceId, TargetIP, TimeGenerated | order by TimeGenerated desc
Incorrect
3
60.02s
0.0046
o1-high
8.8.8.8
let LinuxDevices = DeviceInfo | where OSPlatform == "Linux" | distinct DeviceId; LinuxDevices | join (DeviceProcessEvents | where FileName == "ping" or ProcessCommandLine has "ping") on DeviceId | extend TargetIp = extract("([0-9]+(?:\\.[0-9]+){3})", 1, ProcessCommandLine) | project TimeGenerated, DeviceName, ProcessCommandLine, TargetIp | order by TimeGenerated desc
Correct
1
26.11s
0.2060
o1-low
8.8.8.8
DeviceProcessEvents | where FileName == "ping" | extend RawTarget = extract(@"ping\s+([^\s]+)", 1, ProcessCommandLine) | join kind=inner ( DeviceInfo | where OSPlatform == "Linux" | project DeviceId, DeviceName ) on DeviceId | extend PingIP = extract(@"(\d{1,3}(?:\\.\d{1,3}){3})", 0, RawTarget) | project TimeGenerated, DeviceName, AccountName, ProcessCommandLine, RawTarget, PingIP | order by TimeGenerated desc
Correct
3
67.41s
0.5561
o3-mini-high
8.8.8.8
DeviceProcessEvents | where InitiatingProcessCommandLine contains "ping" | extend targetIP = extract(@"\b(?:(?:25[0-5]|2[0-4]\d|[01]?\d?\d)\.){3}(?:25[0-5]|2[0-4]\d|[01]?\d?\d)\b", 0, InitiatingProcessCommandLine) | where isnotempty(targetIP) | project TimeGenerated, DeviceName, InitiatingProcessCommandLine, targetIP | sort by TimeGenerated desc
Correct
1
43.05s
0.0142
o3-mini-low
8.8.8.8
DeviceProcessEvents | where ProcessCommandLine contains "ping" | where FileName endswith "ping" | extend TargetIP = extract(@"(\b\d{1,3}(?:\.\d{1,3}){3}\b)", 0, ProcessCommandLine) | where isnotempty(TargetIP) | project TimeGenerated, DeviceName, ProcessCommandLine, TargetIP | order by TimeGenerated desc
Correct
3
59.40s
0.0281
o4-mini-high
8.8.8.8
// Identify Linux devices let linuxDevices = DeviceInfo | where OSPlatform contains "Linux" | project DeviceId, DeviceName; // Network-based ping events (ICMP by ping) let pingNetwork = DeviceNetworkEvents | where DeviceId in (linuxDevices | project DeviceId) | where Protocol == "ICMP" | where InitiatingProcessFileName in ("ping", "ping6") | extend ProcessCommandLine = InitiatingProcessCommandLine | project TimeGenerated, DeviceId, PingTarget = RemoteIP, ProcessCommandLine; // Process-based ping events (extract IP from command line) let pingProcess = DeviceProcessEvents | where DeviceId in (linuxDevices | project DeviceId) | where FileName in ("ping", "ping6") | extend PingTarget = extract(@"(\d+\.\d+\.\d+\.\d+)", 1, ProcessCommandLine) | project TimeGenerated, DeviceId, PingTarget, ProcessCommandLine; // Combine, enrich, filter, and sort union pingNetwork, pingProcess | where isnotempty(PingTarget) | join kind=inner linuxDevices on DeviceId | sort by TimeGenerated desc | project TimeGenerated, DeviceName, PingTarget, ProcessCommandLine
Correct
2
89.59s
0.0234
o4-mini-low
No answer provided
No query generated
Incorrect
5
0.00s
0.0509