Question Analysis
In Windows process event logs, you notice both the net time and w32tm commands being executed to display the system time and timezone. Which executor name from the test configuration was responsible for launching these utilities?
20aba24b-e61f-4b26-b4ce-4784f763ca20
Question ID
4/16
Models Correct
1
Valid Answer
25%
Success Rate
Reference Answer
Human-validated correct answer for this question
cmd.exe
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 | cmd.exe | DeviceProcessEvents
| where ProcessCommandLine has_any ('net time', 'w32tm')
| distinct InitiatingProcessFileName | Correct | 1 | 15.33s | 0.0087 |
| gpt-35-turbo | cmd.exe | DeviceProcessEvents | where FileName in~ ('net.exe', 'w32tm.exe') | summarize count() by InitiatingProcessFileName | Correct | 1 | 3.98s | 0.0024 |
| gpt-4-turbo-2024-04-09 | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.2285 |
| gpt-4.1 | cmd.exe | DeviceProcessEvents
| where FileName in~ ('net.exe', 'w32tm.exe')
| extend ExecutorName = InitiatingProcessFileName
| summarize Count = count() by ExecutorName
| sort by Count desc | Correct | 1 | 3.82s | 0.0108 |
| gpt-4.1-finetuned | powershell.exe, cmd.exe | DeviceProcessEvents
| where ProcessCommandLine has_any ("net time", "w32tm")
| project TimeGenerated, Executor=InitiatingProcessFileName, AccountName, DeviceName, Command=ProcessCommandLine
| order by TimeGenerated asc
| extend test_config_executor_name = Executor // Renaming a column for the answer format
| Correct | 2 | 17.83s | 0.0151 |
| gpt-4.1-mini | wipro | DeviceProcessEvents
| where FileName in ("net.exe", "w32tm.exe")
| summarize by InitiatingProcessAccountName
| project ExecutorName=InitiatingProcessAccountName | Incorrect | 1 | 17.03s | 0.0021 |
| gpt-4.1-nano | wipro | DeviceProcessEvents
| where ProcessCommandLine contains "net time" or ProcessCommandLine contains "w32tm"
| summarize count() by InitiatingProcessAccountName
| order by count_ desc | Incorrect | 1 | 1.87s | 0.0005 |
| gpt-4o | wipro | DeviceProcessEvents
| where FileName in ('net.exe', 'w32tm.exe')
| project InitiatingProcessAccountName | Incorrect | 1 | 3.84s | 0.0143 |
| grok-3-beta | wipro | DeviceProcessEvents
| where FileName in ('net.exe', 'w32tm.exe')
| project Timestamp, DeviceName, InitiatingProcessAccountName, FileName, ProcessCommandLine, ProcessCreationTime
| order by Timestamp desc | Incorrect | 1 | 7.62s | 0.0255 |
| grok-3-mini-beta | wipro | DeviceProcessEvents
| where ProcessCommandLine contains 'net time' or ProcessCommandLine contains 'w32tm'
| summarize Executors = make_set(InitiatingProcessAccountName) by DeviceName
| project DeviceName, Executors | Incorrect | 2 | 19.18s | 0.0029 |
| o1-high | No answer provided | No query generated | Incorrect | 5 | 0.00s | 1.1376 |
| o1-low | powershell | DeviceProcessEvents
| where ActionType == "ProcessCreated"
| where FileName in~ ("net.exe", "w32tm.exe") or ProcessCommandLine has_any ("net time", "w32tm")
| project TimeGenerated, DeviceName, FileName, ProcessCommandLine, InitiatingProcessFileName, InitiatingProcessCommandLine, AccountName
| order by TimeGenerated desc | Incorrect | 1 | 32.09s | 0.2758 |
| o3-mini-high | wipro | DeviceProcessEvents
| where InitiatingProcessCommandLine has "net time" or InitiatingProcessCommandLine has "w32tm"
| project TimeGenerated, InitiatingProcessAccountName, InitiatingProcessCommandLine, ProcessId
| sort by TimeGenerated desc | Incorrect | 1 | 14.26s | 0.0089 |
| o3-mini-low | empty | DeviceProcessEvents
| where tolower(FileName) in ("net.exe", "w32tm.exe")
| extend ExecutorName = tostring(AdditionalFields.executor_name)
| summarize Count = count() by ExecutorName
| sort by Count desc | Incorrect | 1 | 17.36s | 0.0125 |
| o4-mini-high | wipro | DeviceProcessEvents
| where ProcessCommandLine contains "net time" or ProcessCommandLine contains "w32tm"
| summarize Executions = count() by InitiatingProcessAccountName
| order by Executions desc | Incorrect | 2 | 29.38s | 0.0193 |
| o4-mini-low | wipro | DeviceProcessEvents
| where ProcessCommandLine matches regex @"(?i)\b(?:net\s+time|w32tm)\b"
| distinct InitiatingProcessAccountName | Incorrect | 1 | 19.29s | 0.0093 |