Question Analysis
On a Linux endpoint, a command was executed to start a proxy service commonly used for onion routing. Identify the name of the service that was launched to enable this proxy functionality.
5ff9d047-6e9c-4357-b39b-5cf89d9b59c7
Question ID
10/16
Models Correct
1
Valid Answer
63%
Success Rate
Reference Answer
Human-validated correct answer for this question
tor
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 | tor | DeviceProcessEvents
| where ActionType == "ProcessCreated"
| join DeviceInfo on DeviceId
| where OSPlatform == "Linux"
| where ProcessCommandLine has "tor" or FileName has "tor"
| project DeviceName, FileName, ProcessCommandLine, Timestamp | Correct | 2 | 28.43s | 0.0127 |
gpt-35-turbo | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0110 |
gpt-4-turbo-2024-04-09 | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.2260 |
gpt-4.1 | tor | DeviceProcessEvents
| where FileName in~ ('tor', 'tor.real', 'tor.service') or ProcessCommandLine has_any ('tor', 'tor.real', 'systemctl start tor', 'service tor start')
| project TimeGenerated, DeviceName, FileName, ProcessCommandLine
| summarize ExampleCommandLine = any(ProcessCommandLine), Count = count() by ServiceName = FileName
| order by Count desc | Correct | 2 | 12.23s | 0.0250 |
gpt-4.1-finetuned | tor | DeviceProcessEvents
| where ProcessCommandLine has "systemctl start tor"
| extend TorService = extract(@"(\S+)$", 0, ProcessCommandLine)
| distinct TorService | Correct | 2 | 19.30s | 0.0156 |
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 | 0.0012 |
gpt-4o | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0478 |
grok-3-beta | Tor | DeviceProcessEvents
| join kind=inner DeviceInfo on DeviceId
| where OSPlatform == 'Linux'
| where ProcessCommandLine has 'tor' or FileName has 'tor'
| project DeviceName, FileName, ProcessCommandLine, Timestamp
| order by Timestamp desc
| limit 10 | Correct | 1 | 12.61s | 0.0231 |
grok-3-mini-beta | tor | DeviceProcessEvents
| join kind=inner (DeviceInfo | where OSPlatform == 'Linux' | project DeviceId, DeviceName) on DeviceId
| where ProcessCommandLine has 'start' and ProcessCommandLine has 'tor'
| extend ServiceName = extract(@'start\s+(\S+)', 1, tolower(ProcessCommandLine))
| summarize DistinctServiceName = make_set(ServiceName)
| project DistinctServiceName | Correct | 1 | 15.82s | 0.0016 |
o1-high | tor | DeviceProcessEvents
| where ActionType == "ProcessCreated"
| join (DeviceInfo | where OSPlatform =~ "Linux") on DeviceId
| where FileName has "tor" or ProcessCommandLine has "tor"
| project TimeGenerated, DeviceName, FileName, FolderPath, ProcessCommandLine, InitiatingProcessCommandLine | Correct | 1 | 27.32s | 0.2127 |
o1-low | tor | DeviceInfo
| where OSPlatform =~ "Linux"
| distinct DeviceId
| join kind=inner (
DeviceProcessEvents
| where ActionType == "ProcessCreated"
| where ProcessCommandLine has_any ("systemctl", "service")
| where ProcessCommandLine has "start"
| where ProcessCommandLine has "tor"
// Use regex to parse out the service name that follows 'systemctl start' or 'service start'
| parse kind=regex flags="i" ProcessCommandLine with "(?:systemctl|service)\\s+start\\s+([^\\s]+)" ServiceName
| project DeviceId, DeviceName, TimeGenerated, ProcessCommandLine, ServiceName
) on DeviceId
| order by TimeGenerated desc
| take 100 | Correct | 3 | 79.97s | 0.5316 |
o3-mini-high | tor | DeviceProcessEvents
| where InitiatingProcessCommandLine has "systemctl" and InitiatingProcessCommandLine has "start" and InitiatingProcessCommandLine has "tor"
| extend launched_service = extract(@"systemctl\s+start\s+(\S+)", 1, InitiatingProcessCommandLine)
| project TimeGenerated, DeviceName, launched_service, InitiatingProcessCommandLine | Correct | 1 | 10.25s | 0.0083 |
o3-mini-low | tor | let LinuxDevices = DeviceInfo
| where OSPlatform has "Linux"
| project DeviceId;
DeviceProcessEvents
| where DeviceId in (LinuxDevices)
| where InitiatingProcessCommandLine has "tor" and InitiatingProcessCommandLine has "start"
| project TimeGenerated, DeviceName, InitiatingProcessFileName, InitiatingProcessCommandLine, ProcessId
| order by TimeGenerated desc | Correct | 1 | 14.94s | 0.0106 |
o4-mini-high | tor | let linuxDevices = DeviceInfo
| where OSPlatform == "Linux"
| project DeviceId;
linuxDevices
| join kind=inner DeviceProcessEvents on DeviceId
| where ProcessCommandLine has "systemctl" and ProcessCommandLine has "start"
| extend ServiceName = extract(@"start\s+(\S+)", 1, ProcessCommandLine)
| where ServiceName has "tor"
| distinct ServiceName | Correct | 1 | 25.27s | 0.0101 |
o4-mini-low | No answer provided | No query generated | Incorrect | 5 | 0.00s | 0.0387 |