Question Analysis
An analyst reviewing Windows process logs wants to spot instances where a native time tool was repurposed to introduce a delay. Which full W32tm invocation, including the stripchart and period flags, appears in the logs?
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Question ID
13/16
Models Correct
1
Valid Answer
81%
Success Rate
Reference Answer
Human-validated correct answer for this question
W32tm /stripchart /computer:localhost /period:5 /dataonly /samples:2
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 | W32tm /stripchart /computer:localhost /period:5 /dataonly /samples:2 | DeviceProcessEvents
| where FileName == "w32tm.exe"
| where ProcessCommandLine has "stripchart" and ProcessCommandLine has "period"
| project Timestamp, DeviceName, InitiatingProcessCommandLine, ProcessCommandLine, AccountName, AccountDomain | Correct | 1 | 7.76s | 0.0024 |
| gpt-35-turbo | W32tm /stripchart /computer:localhost /period:5 /dataonly /samples:2 | DeviceProcessEvents
| where ProcessCommandLine contains 'w32tm' and ProcessCommandLine contains '/stripchart' and ProcessCommandLine contains '/period' | Correct | 3 | 8.86s | 0.0084 |
| gpt-4-turbo-2024-04-09 | W32tm /stripchart /computer:localhost /period:5 /dataonly /samples:2 | DeviceProcessEvents
| where ProcessCommandLine has 'w32tm' and ProcessCommandLine has 'stripchart' and ProcessCommandLine has 'period'
| project DeviceName, ProcessCommandLine, ProcessCreationTime, FileName, FolderPath
| distinct ProcessCommandLine | Correct | 1 | 9.82s | 0.0513 |
| gpt-4.1 | W32tm /stripchart /computer:localhost /period:5 /dataonly /samples:2 | DeviceProcessEvents
| where FileName =~ "w32tm.exe"
| where ProcessCommandLine has "stripchart" and ProcessCommandLine has "period"
| project TimeGenerated, DeviceName, AccountName, ProcessCommandLine | Correct | 1 | 4.14s | 0.0109 |
| gpt-4.1-finetuned | W32tm /stripchart /computer:localhost /period:5 /dataonly /samples:2 | DeviceProcessEvents
// Use case-insensitive regex to match W32tm invocations with stripchart and period flags in any order
| where ProcessCommandLine matches regex @"(?i)w32tm[\s\S]*stripchart[\s\S]*period"
| extend FullW32tmInvocation = tostring(ProcessCommandLine)
| project-reorder TimeGenerated, DeviceName, AccountName, FullW32tmInvocation
| distinct TimeGenerated, DeviceName, AccountName, FullW32tmInvocation
| sort by TimeGenerated desc | Correct | 3 | 18.32s | 0.0221 |
| gpt-4.1-mini | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0073 |
| gpt-4.1-nano | w32tm /stripchart /computer:localhost /period:5 /dataonly /samples:2 | DeviceProcessEvents
| where ProcessCommandLine contains 'w32tm'
| where ProcessCommandLine contains 'stripchart'
| where ProcessCommandLine contains 'period' | Correct | 1 | 2.44s | 0.0009 |
| gpt-4o | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0572 |
| grok-3-beta | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0875 |
| grok-3-mini-beta | W32tm /stripchart /computer:localhost /period:5 /dataonly /samples:2 | DeviceProcessEvents
| where ProcessCommandLine contains "w32tm" and ProcessCommandLine contains "/stripchart" and ProcessCommandLine contains "/period"
| project TimeGenerated, DeviceName, AccountName, ProcessCommandLine
| order by TimeGenerated desc | Correct | 1 | 13.72s | 0.0016 |
| o1-high | W32tm /stripchart /computer:localhost /period:5 /dataonly /samples:2 | DeviceProcessEvents
| where FileName == "w32tm.exe"
| where ProcessCommandLine has_all ("/stripchart", "/period")
| project TimeGenerated, DeviceName, AccountName, ProcessCommandLine | Correct | 1 | 26.51s | 0.2096 |
| o1-low | W32tm_/stripchart_/computer:localhost_/period:5_/dataonly_/samples:2 | DeviceProcessEvents
| where FileName =~ "w32tm.exe"
| where ProcessCommandLine has "/stripchart" and ProcessCommandLine has "/period"
| project TimeGenerated, DeviceName, ProcessCommandLine
| order by TimeGenerated desc | Correct | 1 | 35.82s | 0.2666 |
| o3-mini-high | W32tm /stripchart /computer:localhost /period:5 /dataonly /samples:2 | DeviceProcessEvents
| where ProcessCommandLine has "w32tm" and ProcessCommandLine has "stripchart" and ProcessCommandLine has "/period:"
| project TimeGenerated, DeviceName, ProcessCommandLine
| sort by TimeGenerated desc | Correct | 1 | 66.21s | 0.0113 |
| o3-mini-low | W32tm /stripchart /computer:localhost /period:5 /dataonly /samples:2 | DeviceProcessEvents
| where isnotempty(ProcessCommandLine)
| where tolower(ProcessCommandLine) contains "w32tm"
and tolower(ProcessCommandLine) contains "stripchart"
and tolower(ProcessCommandLine) contains "/period:"
| project TimeGenerated, DeviceName, ProcessCommandLine
| distinct ProcessCommandLine, TimeGenerated, DeviceName | Correct | 1 | 12.87s | 0.0121 |
| o4-mini-high | W32tm /stripchart /computer:localhost /period:5 /dataonly /samples:2 | DeviceProcessEvents
| where FileName == "w32tm.exe"
| where ProcessCommandLine has "stripchart" and ProcessCommandLine has "period"
| project TimeGenerated, DeviceName, InitiatingProcessAccountName, ProcessCommandLine
| order by TimeGenerated desc | Correct | 2 | 55.89s | 0.0177 |
| o4-mini-low | W32tm /stripchart /computer:localhost /period:5 /dataonly /samples:2 | DeviceProcessEvents
| where FileName =~ "w32tm.exe" or FileName =~ "w32tm"
| where (ProcessCommandLine has "-stripchart" or ProcessCommandLine has "/stripchart")
and (ProcessCommandLine has "-period" or ProcessCommandLine has "/period")
| project TimeGenerated, DeviceName, ProcessId, FileName, ProcessCommandLine, InitiatingProcessFileName, InitiatingProcessCommandLine
| order by TimeGenerated desc | Correct | 2 | 56.55s | 0.0149 |