gpt-35-turbo vs gpt-4.1-mini KQL Benchmark

gpt-4.1-mini wins by 24.5%

Compared on 188 shared test questions

Overall Accuracy

gpt-35-turbo

17.0%

32 / 188 correct

gpt-4.1-mini

41.5%

78 / 188 correct

Average Cost per Query

gpt-35-turbo: $0.0093
gpt-4.1-mini: $0.0057
gpt-35-turbo costs 62.7% more

Average Execution Time

gpt-35-turbo: 4.57s
gpt-4.1-mini: 14.13s
gpt-4.1-mini takes 209.4% longer
Question-by-Question Analysis

Question-by-Question Comparison

Detailed comparison showing where each model succeeded or failed

Showing 1 to 25 of 188 questions
Page 1 of 8
T1021.006
On Windows hosts, look through recent PowerShell execution records to find any elevated session where remote management was turned on. What exact command was run to enable PSRemoting?
gpt-35-turbo Wins
T1049
A user launched a Windows command prompt and executed a built-in utility to enumerate all active network connections. Using process creation logs, identify the exact tool that produced the list of current connections.
gpt-35-turbo Wins
T1053.005
Investigate Windows process events for PowerShell activity that leverages WMI to register a scheduled task via XML import. What was the name of the XML file supplied to the RegisterByXml method?
gpt-35-turbo Wins
T1059.004
On a Linux system, find any process creation record where awk is used with a BEGIN rule to launch a shell. What was the exact command invoked?
gpt-35-turbo Wins
T1112
On Windows systems, disabling RDP via the registry generates registry write events. Investigate registry event logs for modifications under the Terminal Server configuration path. What is the name of the registry value that was changed to disable Remote Desktop Protocol?
gpt-35-turbo Wins
T1124
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?
gpt-35-turbo Wins
T1124
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?
gpt-35-turbo Wins
T1218.004
Review Windows process creation events for evidence of a .NET assembly being installed. Which executable was launched with an "/action=install" argument?
gpt-35-turbo Wins
T1548.001
Investigate Linux process or syslog records to find any invocation of the 'find' utility used to scan /usr/bin for files with the setuid bit. What was the full command executed?
gpt-35-turbo Wins
T1548.002
On a Windows system, a registry event shows the EnableLUA value under the System policies key was set to 0, effectively disabling UAC. Which utility carried out this change?
gpt-35-turbo Wins
T1555.003
On a Windows system, PowerShell was used to gather multiple browser credential files into a temp folder and then archive them. What was the name of the resulting ZIP file?
gpt-35-turbo Wins
T1003.005
On Windows devices, identify the full command used when the built-in credential manager utility was invoked to list stored credentials. What was the exact command?
gpt-4.1-mini Wins
T1003.007
On a Linux system, review process creation logs to spot any dd commands reading from /proc/*/mem. What was the name of the file where the dumped memory was written?
gpt-4.1-mini Wins
T1003
On a Windows host, an attacker leveraged COMSVCS.DLL via rundll32.exe to dump the memory of svchost.exe into a file under the Temp directory. Review the file creation logs to determine the exact name of the dump file that was generated.
gpt-4.1-mini Wins
T1016.001
An analyst notices a PowerShell process on a Windows host that appears to be checking SMB connectivity. Which PowerShell cmdlet was executed to perform this outbound port 445 test?
gpt-4.1-mini Wins
T1018
A Windows host executed an ICMP-based network reconnaissance using a looping instruction in cmd.exe. Identify the exact command line that was used to perform the ping sweep.
gpt-4.1-mini Wins
T1027
A Windows host shows a process launch with an extremely obfuscated command line that dynamically builds and invokes code at runtime. Which process name was used to execute this payload?
gpt-4.1-mini Wins
T1036.003
In a Linux environment, you observe a process labeled like the cron daemon but running from an unexpected path. Investigate creation events to uncover the actual filename used by this fake cron process.
gpt-4.1-mini Wins
T1036.004
A threat actor on a Windows system crafted and registered a service named almost identically to the standard time service, but redirecting execution to a custom script. Review the logging data to determine which native command-line tool was used to perform this action. What utility was invoked?
gpt-4.1-mini Wins
T1039
On a Windows system, someone ran PowerShell to copy a file from a remote machine’s C$ share to the local TEMP folder. Using process event logs, what full PowerShell command was executed to perform this action?
gpt-4.1-mini Wins
T1048.003
A Linux host briefly hosted an HTTP service under /tmp. Examine process creation logs to determine the exact python3 command that was used to start the server on port 9090.
gpt-4.1-mini Wins
T1053.003
Linux hosts may log events when new files are added to /var/spool/cron/crontabs. Query those logs for a creation or write action in that directory and determine the file name that was added.
gpt-4.1-mini Wins
T1057
On a Windows device, PowerShell was used to collect a snapshot of running processes. Identify the exact cmdlet that was executed.
gpt-4.1-mini Wins
T1057
A Windows endpoint recorded a command-line activity through cmd.exe that lists all running processes. Determine which built-in tool was executed to perform this action.
gpt-4.1-mini Wins
T1059.004
Which full interactive shell command, as recorded in the Linux process logs, repeatedly echoed a distinctive marker message to the terminal?
gpt-4.1-mini Wins
Page 1 of 8

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