gpt-4-turbo-2024-04-09 vs o3-high KQL Benchmark
o3-high wins by 15.4%
Compared on 188 shared test questions
Overall Accuracy
gpt-4-turbo-2024-04-09
39.4%
74 / 188 correct
o3-high
54.8%
103 / 188 correct
Average Cost per Query
gpt-4-turbo-2024-04-09: $0.1737
o3-high: $0.0632
gpt-4-turbo-2024-04-09 costs 175.0% more
Average Execution Time
gpt-4-turbo-2024-04-09: 16.84s
o3-high: 78.68s
o3-high takes 367.4% 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
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. | ✓ | ✗ | gpt-4-turbo-2024-04-09 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-turbo-2024-04-09 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-turbo-2024-04-09 Wins |
T1059.004 | An analyst suspects that a restricted shell escape was executed using a common Perl package manager on Linux. Review the process execution records to determine which tool was invoked to spawn the shell. | ✓ | ✗ | gpt-4-turbo-2024-04-09 Wins |
T1059.004 | On a Linux system, review process execution records for any shell process that set an environment variable containing executable code and then piped it into another shell instance. Determine which environment variable name was used to store the script content. | ✓ | ✗ | gpt-4-turbo-2024-04-09 Wins |
T1069.001 | Review recent Windows process event logs for PowerShell activity that suggests local group enumeration through WMI. What exact command was executed? | ✓ | ✗ | gpt-4-turbo-2024-04-09 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? | ✓ | ✗ | gpt-4-turbo-2024-04-09 Wins |
T1082 | Review Windows process logs to find which built-in command was executed to reveal the system’s hostname. | ✓ | ✗ | gpt-4-turbo-2024-04-09 Wins |
T1112 | A Windows host logs a change to the Terminal Server registry key disabling single-session per user. Which command-line utility executed this registry modification? | ✓ | ✗ | gpt-4-turbo-2024-04-09 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? | ✓ | ✗ | gpt-4-turbo-2024-04-09 Wins |
T1112 | Investigate Windows registry events to identify any newly set ProxyServer entry under the user Internet Settings hive. What proxy server address was configured? | ✓ | ✗ | gpt-4-turbo-2024-04-09 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. | ✓ | ✗ | gpt-4-turbo-2024-04-09 Wins |
T1218.010 | An attacker has attempted to sideload code by invoking regsvr32.exe in a Windows host against a file that does not use the standard .dll extension. Investigate the process event logs to determine the name of the file that was registered. | ✓ | ✗ | gpt-4-turbo-2024-04-09 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? | ✓ | ✗ | gpt-4-turbo-2024-04-09 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? | ✓ | ✗ | gpt-4-turbo-2024-04-09 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? | ✓ | ✗ | gpt-4-turbo-2024-04-09 Wins |
T1552.003 | A Linux user’s bash history was searched for patterns like ‘pass’ and ‘ssh’, and the matching lines were redirected into a new file. Determine the name of that file. | ✓ | ✗ | gpt-4-turbo-2024-04-09 Wins |
T1560 | Windows system logs show PowerShell zipping up the contents of a user’s profile folder. Investigate process and file events to determine the exact name of the ZIP archive created. | ✓ | ✗ | gpt-4-turbo-2024-04-09 Wins |
T1562.003 | On a Linux system you suspect someone altered Bash’s history settings to hide their activity. Investigate process logs for evidence of HISTCONTROL being set to ignore entries. What was the full command executed to configure HISTCONTROL? | ✓ | ✗ | gpt-4-turbo-2024-04-09 Wins |
T1562.004 | On a Windows device, a new inbound firewall rule was created unexpectedly. Review process execution records to identify the command-line utility responsible for adding the rule. | ✓ | ✗ | gpt-4-turbo-2024-04-09 Wins |
T1007 | An analyst suspects a user or script ran a service enumeration command on a Linux system. Review process events to find the service-listing invocation and specify the full command that was executed. | ✗ | ✓ | o3-high Wins |
T1006 | Identify the PowerShell cmdlet used on Windows to format and display the raw volume bytes after an attacker read the boot sector via a DOS device path. | ✗ | ✓ | o3-high Wins |
T1003.001 | Using Windows process event logs, investigate PowerShell activity around lsass.exe memory capture. What was the name of the script file invoked to perform the dump? | ✗ | ✓ | o3-high Wins |
T1003.008 | In a Linux environment, an elevated process was used to execute a command that read /etc/shadow and redirected its output to a file. Identify what file name was employed to store these results. | ✗ | ✓ | o3-high 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? | ✗ | ✓ | o3-high Wins |
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