grok-3-beta vs o3-high KQL Benchmark

o3-high wins by 5.9%

Compared on 188 shared test questions

Overall Accuracy

grok-3-beta

48.9%

92 / 188 correct

o3-high

54.8%

103 / 188 correct

Average Cost per Query

grok-3-beta: $0.0642
o3-high: $0.0632
grok-3-beta costs 1.6% more

Average Execution Time

grok-3-beta: 16.92s
o3-high: 78.68s
o3-high takes 365.1% 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
T1016.001
On a Linux host, a ping command was executed to test internet connectivity. Determine which IP address was used as the ping target.
grok-3-beta Wins
T1018
Review Linux process execution records for any commands that list TCP metric cache entries and filter out loopback interfaces. Which utility was used?
grok-3-beta 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.
grok-3-beta Wins
T1046
A reconnaissance tool was executed on a Windows system. Identify the specific function of the tool that was executed. The function has a name from something you can eat
grok-3-beta Wins
T1053.005
On a Windows host, find any scheduled task that was registered using PowerShell native cmdlets instead of schtasks.exe. What was the name given to the new task?
grok-3-beta 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?
grok-3-beta Wins
T1057
A malicious actor may attempt to list running processes on a Windows machine using a WMI-based command. Review the process creation events to find out which utility was invoked to perform this enumeration.
grok-3-beta Wins
T1069.001
Review recent Windows process event logs for PowerShell activity that suggests local group enumeration through WMI. What exact command was executed?
grok-3-beta Wins
T1057
While reviewing Windows process events, you spot a PowerShell process executing a WMI enumeration cmdlet. What WMI class name did the attacker query?
grok-3-beta Wins
T1059.004
An attacker on a Linux host may try to enumerate installed shells by reading the system file that lists valid shells. Using process or syslog data, determine which command was executed to perform this enumeration.
grok-3-beta Wins
T1059.004
During a Linux investigation, you notice processes spawning curl and wget commands that pull a script from a remote GitHub raw URL and pipe it into bash. Identify the name of the script that was retrieved and executed.
grok-3-beta Wins
T1070.006
On a Linux system, attackers may use timestamp manipulation to hide malicious changes. Investigate relevant logs to identify which file’s modification timestamp was altered by such a command.
grok-3-beta Wins
T1082
On Windows systems, identify when the built-in Shadow Copy utility is used to enumerate existing snapshots. What was the full command executed?
grok-3-beta Wins
T1082
Review Windows process logs to find which built-in command was executed to reveal the system’s hostname.
grok-3-beta Wins
T1120
Review Windows process execution logs to find any native utility that was used to enumerate connected drives. Which utility was invoked?
grok-3-beta Wins
T1112
On a Windows endpoint, review the registry write events to spot when the WDigest key is altered to permit plaintext credential storage. What registry value name was changed?
grok-3-beta Wins
T1217
On Linux, review the process execution logs to uncover when Chromium’s bookmark JSON files were being located and the results persisted. Focus on shell commands that search under .config/chromium and write output to a file. What was the filename used to save the findings?
grok-3-beta Wins
T1201
You are reviewing Linux syslog records on a CentOS/RHEL 7.x server. You notice entries for shell commands that access system configuration files under /etc/security. Determine exactly which configuration file was being inspected by the command.
grok-3-beta Wins
T1505.005
A suspicious registry change was made on a Windows system modifying the Terminal Services DLL path. Investigate registry events to find out which DLL file name was set as the ServiceDll value under TermService. What was the file name?
grok-3-beta Wins
T1531
Within Windows process event logs, identify instances where the built-in net.exe utility is used to change a user account password. What was the new password argument passed in?
grok-3-beta Wins
T1546.004
On Linux, review file events for changes in the system-wide shell profile directory. Determine the name of the script file in /etc/profile.d that shows evidence of an unauthorized append.
grok-3-beta Wins
T1547
A Windows host shows evidence of a driver being installed using a built-in utility. Investigate process creation events to find the INF filename that was specified in the add-driver invocation.
grok-3-beta Wins
T1547.014
A Windows endpoint shows an Active Setup entry under Internet Explorer Core Fonts being altered with a StubPath value. Investigate the registry events and identify the payload that was set.
grok-3-beta Wins
T1546.013
On a Windows endpoint, review any events showing content being appended to a user’s PowerShell profile that introduce new process launches. What exact command line was added?
grok-3-beta Wins
T1555
A security investigator suspects that someone attempted to dump stored web credentials on a Windows system using an in-built command-line tool. Review process creation logs to determine which executable was called to list the Web Credentials vault.
grok-3-beta Wins
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