Question Analysis
On a Windows system, you notice a process that recursively enumerates files named 'Bookmarks' under every user profile directory. Which Windows command-line utility was used to perform that search?
76f71e2f-480e-4bed-b61e-398fe17499d5
Question ID
7/16
Models Correct
1
Valid Answer
44%
Success Rate
Reference Answer
Human-validated correct answer for this question
where
Model Performance Comparison
See how different AI models performed on this question
| Model | Answer | KQL Query | Status | Attempts | Time | Cost |
|---|---|---|---|---|---|---|
| gemini-2.5-flash-preview-04-17 | powershell.exe | DeviceProcessEvents
| where ProcessCommandLine contains "Bookmarks"
| where ProcessCommandLine contains "dir" or ProcessCommandLine contains "findstr" or ProcessCommandLine contains "Get-ChildItem"
| distinct FileName | Incorrect | 2 | 23.41s | 0.0093 |
| gpt-35-turbo | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0112 |
| gpt-4-turbo-2024-04-09 | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.2246 |
| gpt-4.1 | where.exe | DeviceProcessEvents
| where ProcessCommandLine has "Bookmarks" and (
ProcessCommandLine has "C:\\Users" or ProcessCommandLine has "%USERPROFILE%"
) and (
FileName =~ "cmd.exe" or FileName =~ "powershell.exe" or FileName =~ "where.exe" or FileName =~ "dir.exe"
)
| project TimeGenerated, DeviceName, FileName, ProcessCommandLine, AccountName, InitiatingProcessParentFileName, InitiatingProcessCommandLine | Correct | 1 | 6.97s | 0.0124 |
| gpt-4.1-finetuned | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0391 |
| gpt-4.1-mini | where | DeviceProcessEvents
| where ProcessCommandLine contains "Bookmarks"
| where ProcessCommandLine matches regex @".*\\Users\\.*"
| project TimeGenerated, DeviceName, InitiatingProcessFileName, ProcessCommandLine
| summarize count() by InitiatingProcessFileName, ProcessCommandLine
| order by count_ desc | Correct | 1 | 4.67s | 0.0024 |
| gpt-4.1-nano | PowerShell | DeviceProcessEvents
| where ProcessCommandLine has_any ("/s", "-Recurse", "-Recurse -Path")
| where FileName in ("cmd.exe", "powershell.exe", "cscript.exe")
| where ProcessCommandLine contains "Bookmarks" or FolderPath contains "Bookmarks"
| project TimeGenerated, DeviceName, InitiatingProcessFileName, ProcessCommandLine, FolderPath | Incorrect | 1 | 2.19s | 0.0005 |
| gpt-4o | cmd.exe | DeviceProcessEvents
| where ProcessCommandLine contains "Bookmarks"
| where ProcessCommandLine contains "Users"
| project TimeGenerated, DeviceName, InitiatingProcessFileName, InitiatingProcessCommandLine | Incorrect | 1 | 10.86s | 0.0146 |
| grok-3-beta | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0906 |
| grok-3-mini-beta | cmd.exe | DeviceProcessEvents
| where ProcessCommandLine contains "Bookmarks" and ProcessCommandLine contains "C:\\Users\\"
| summarize Count = count() by InitiatingProcessCommandLine
| order by Count desc
| project InitiatingProcessCommandLine, Count | Incorrect | 3 | 32.01s | 0.0043 |
| o1-high | where | DeviceProcessEvents
| where ActionType == "ProcessCreated"
| where ProcessCommandLine has "Bookmarks"
| where ProcessCommandLine has_any ("C:\\Users", "/s", "-Recurse", "for /r", "Get-ChildItem")
| project TimeGenerated, DeviceName, FileName, FolderPath, ProcessCommandLine, InitiatingProcessCommandLine
| order by TimeGenerated desc | Correct | 1 | 50.13s | 0.3602 |
| o1-low | cmd.exe | DeviceProcessEvents
| where TimeGenerated >= ago(7d)
| where ProcessCommandLine contains "Bookmarks" // look for references to Bookmarks
| where ProcessCommandLine has_any ("C:\\Users", "C:/Users", "Users") // searching user-profile directories
| summarize TotalSearches = count() by InitiatingProcessFileName, InitiatingProcessCommandLine, DeviceName
| order by TotalSearches desc | Incorrect | 1 | 33.36s | 0.2413 |
| o3-mini-high | where | DeviceProcessEvents
| where InitiatingProcessCommandLine has "/r" and InitiatingProcessCommandLine has "Bookmarks"
| project TimeGenerated, DeviceName, InitiatingProcessFileName, InitiatingProcessCommandLine
| summarize Count = count() by InitiatingProcessFileName, InitiatingProcessCommandLine
| order by Count desc | Correct | 1 | 12.89s | 0.0095 |
| o3-mini-low | where | DeviceProcessEvents
| where InitiatingProcessCommandLine has "where" and InitiatingProcessCommandLine has "/r" and InitiatingProcessCommandLine has "Bookmarks"
| project TimeGenerated, DeviceName, InitiatingProcessFileName, InitiatingProcessCommandLine
| sort by TimeGenerated desc | Correct | 1 | 12.69s | 0.0115 |
| o4-mini-high | where.exe | DeviceProcessEvents
| where ProcessCommandLine has "Bookmarks"
| where ProcessCommandLine has_any ("/s", "/r", "-Recurse")
| where FileName in~ ("where.exe", "cmd.exe", "powershell.exe")
| distinct FileName | Correct | 2 | 70.48s | 0.0222 |
| o4-mini-low | where | DeviceProcessEvents
| where FileName in ("cmd.exe","powershell.exe","where.exe","dir.exe")
| where ProcessCommandLine has "Bookmarks"
and ProcessCommandLine has @"C:\Users\"
and ProcessCommandLine has_any ("/s","/r","-Recurse","-Filter")
| summarize Hits = count() by FileName, ProcessCommandLine
| order by Hits desc
| take 5 | Correct | 4 | 217.55s | 0.0466 |