Question Analysis

A user‐space process on a Linux device invoked a shell to capture and display the system’s environment variables and path. Which exact command was used to perform this discovery?

fcbdd43f-f4ad-42d5-98f3-0218097e2720
Question ID
10/16
Models Correct
1
Valid Answer
63%
Success Rate
Reference Answer

Human-validated correct answer for this question

env
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
0.0234
gpt-35-turbo
No answer provided
No query generated
Incorrect
5
0.00s
0.0111
gpt-4-turbo-2024-04-09
No answer provided
No query generated
Incorrect
5
0.00s
0.5914
gpt-4.1
No answer provided
No query generated
Incorrect
5
0.00s
0.0457
gpt-4.1-finetuned
/usr/bin/sh -c '[ -x "$(command -v printenv)" ] && exit 0 || exit 1'"
let command_discovery = dynamic(["env", "printenv"]); let binaries = dynamic(["sh", "csh", "zsh", "dash", "bash", "rbash"]); DeviceProcessEvents | where ActionType has_any ("CreateProcess", "ForkEvent", "ProcessCreated") | where FileName has_any (binaries) | where ProcessCommandLine has_any (command_discovery) | extend CommandLine = tostring(ProcessCommandLine) | summarize argCount = count(), processNames = make_set(ProcessCommandLine,1000) by FileName, CommandLine | sort by argCount desc // Uncomment below for exact execution time and parent process info: // | summarize argCount = count(), processNames = make_set(ProcessCommandLine,1000) by FileName, FolderPath, Timestamp, InitiatingProcessParentFileName // | mv-expand processNames // | extend CommandLine = tostring(processNames) // | project-away processNames
Correct
4
35.82s
0.0424
gpt-4.1-mini
env
DeviceProcessEvents | where DeviceName contains "linux" or InitiatingProcessFileName in ("bash", "sh", "zsh") | where ProcessCommandLine has_any ("env", "printenv", "set") | project DeviceName, ProcessCommandLine, ProcessCreationTime | order by ProcessCreationTime desc
Correct
1
3.86s
0.0025
gpt-4.1-nano
env
DeviceProcessEvents | where FolderPath contains '/bin' or FolderPath contains '/usr/bin' or FolderPath contains 'bin/' | where ProcessCommandLine contains 'printenv' or ProcessCommandLine contains 'env' or ProcessCommandLine contains 'set' | where ProcessCommandLine contains '| grep' or ProcessCommandLine contains 'grep' | project TimeGenerated, DeviceName, FileName, ProcessCommandLine, InitiatingProcessParentFileName, InitiatingProcessId
Correct
2
3.71s
0.0009
gpt-4o
sh -c env
DeviceProcessEvents | where InitiatingProcessCommandLine has_any ("env", "printenv", "echo $PATH") | project TimeGenerated, DeviceName, InitiatingProcessCommandLine, AccountName, AccountDomain, ProcessCommandLine
Correct
2
8.34s
0.0977
grok-3-beta
env
DeviceProcessEvents | where ProcessCommandLine has_any ('env', 'printenv', 'set', 'echo $PATH') | where InitiatingProcessFileName in~ ('bash', 'sh', 'zsh') or FileName in~ ('bash', 'sh', 'zsh') | join kind=inner DeviceInfo on DeviceId | where OSPlatform contains 'Linux' | project DeviceName, FileName, ProcessCommandLine, Timestamp | order by Timestamp desc
Correct
1
10.70s
0.0320
grok-3-mini-beta
env
let linuxDevices = DeviceInfo | where OSPlatform == "Linux" | distinct DeviceId; DeviceProcessEvents | where DeviceId in (linuxDevices) | where (ProcessCommandLine contains "env" or ProcessCommandLine contains "printenv" or (ProcessCommandLine contains "echo" and ProcessCommandLine contains "$PATH")) | where FileName has_any ("bash", "sh", "zsh") | project TimeGenerated, DeviceName, ProcessCommandLine | order by TimeGenerated desc | take 10;
Correct
3
44.61s
0.0140
o1-high
env
DeviceProcessEvents | where ActionType == "ProcessCreated" | join kind=inner ( DeviceInfo | where OSPlatform == "Linux" | project DeviceId ) on DeviceId | where isnotempty(ProcessCommandLine) | where ProcessCommandLine has_any ("env", "printenv", "echo $PATH", "cat /proc/") | order by TimeGenerated desc | project TimeGenerated, DeviceName, AccountDomain, AccountName, FileName, ProcessCommandLine | limit 50
Correct
4
110.33s
0.8748
o1-low
env
DeviceProcessEvents | join kind=inner ( DeviceInfo | where OSPlatform =~ "Linux" | distinct DeviceId ) on DeviceId | where ActionType == "ProcessCreated" | where tolower(ProcessCommandLine) has_any ("env", "printenv", "echo $path", "cat /etc/environment") | project TimeGenerated, DeviceName, AccountName, ProcessCommandLine | order by TimeGenerated desc | limit 100
Correct
2
71.26s
0.6712
o3-mini-high
No answer provided
No query generated
Incorrect
5
0.00s
0.0469
o3-mini-low
env
DeviceProcessEvents | where ActionType == "ProcessCreated" | where isnotempty(ProcessCommandLine) | where ProcessCommandLine has_any ("env", "printenv", "$PATH") | where FileName endswith "sh" or FileName endswith "bash" or FileName endswith "zsh" | project TimeGenerated, DeviceName, FileName, ProcessCommandLine | sort by TimeGenerated desc | take 10
Correct
1
22.01s
0.0190
o4-mini-high
env
let linuxDevices = DeviceInfo | where OSPlatform =~ "Linux" | project DeviceId; DeviceProcessEvents | where DeviceId in (linuxDevices) | where InitiatingProcessFileName in~ ("bash", "sh", "zsh") | where ProcessCommandLine matches regex @"\b(env|printenv|set)\b|\becho\s+\$PATH\b" | project TimeGenerated, DeviceName, DeviceId, InitiatingProcessAccountName, InitiatingProcessFileName, ProcessCommandLine | sort by TimeGenerated desc
Correct
3
124.61s
0.0391
o4-mini-low
No answer provided
No query generated
Incorrect
5
0.00s
0.0404