Hello Mandeep, After some research and performance optimizations, here are the results I've obtained. Times are shown in nanoseconds per requests, and are an average time after 1'000'000 requests. Log4j direct debug call: 442 Log4j tested (isDebugEnabled) debug call: 19 Logback direct debug call: 435 Logback tested (isDebugEnabled) debug call: 10 Logback parametrized debug call: 15 They are rather different than what I had witnessed previously. First of all, the procedure is closer to a real life example. The PerformanceComparator class is nested into a 4-level deep package, and not in the top package. Then, only the root loggers have a level set explicitly. That means that both logging frameworks have to include level inheritance when deciding to log or not. This show how logback performs faster than log4j when relying on level inheritance. The tested call (using isDebugEnabled()) in logback is almost 2 times faster than its log4j counterpart. Then, we've made a few optimizations in logback's Logger class. There are now less method calls, and smarter if statements when recieving the TurboFilter's reply. This has made the parametrized call much faster. This form is now faster than log4j's isDebugEnabled() form. Since TurboFilters are a big feature of logback, I should mention that they are called when using the direct call or the parametrized call, but also when calling isDebugEnabled(). For example, you might want to set your levels to INFO or WARN in production, and add a TurboFilter that sets the level to DEBUG for a certain user. Having the username in the MDC, you can easily add a TurboFilter that will always accept the log requests when they are issued by this user's actions, although the logger would not accept such requests coming from any other user. The isDebugEnabled will then return false every time, except when the current user is logged with the username to allow debug level. I've attached the class I used to get these results at the end of this email. You might want to try it on your environment and see if the performance satisfy your needs. You will need to checkout logback from its source repository[1][2] Cheers, Sébastien [1]http://logback.qos.ch/repos.html [2]http://logback.qos.ch/manual/introduction.html#BuildingLogback package perfTest.ch.qos.logback; import org.slf4j.Logger; import org.slf4j.LoggerFactory; public class PerformanceComparator { static Logger logbacklogger = LoggerFactory .getLogger(PerformanceComparator.class); static org.apache.log4j.Logger log4jlogger = org.apache.log4j.Logger .getLogger(PerformanceComparator.class); // How many times should we try to log: static int loop = 1000000; public static void main(String[] args) throws InterruptedException { initConfig(); // Let's run once for Just In Time compiler log4jDirectDebugCall(); log4jTestedDebugCall(); logbackDirectDebugCall(); logbackTestedDebugCall(); logbackParametrizedDebugCall(); // let's run the tests and display the results: long result1 = log4jDirectDebugCall(); long result2 = log4jTestedDebugCall(); long result3 = logbackDirectDebugCall(); long result4 = logbackTestedDebugCall(); long result5 = logbackParametrizedDebugCall(); System.out.println("###############################################"); System.out.println("Log4j direct debug call: " + result1); System.out.println("Log4j tested (isDebugEnabled) debug call: " + result2); System.out.println("Logback direct debug call: " + result3); System.out .println("Logback tested (isDebugEnabled) debug call: " + result4); System.out.println("Logback parametrized debug call: " + result5); System.out.println("###############################################"); } private static long log4jDirectDebugCall() { Integer j = new Integer(2); long start = System.nanoTime(); for (int i = 0; i < loop; i++) { log4jlogger.debug("SEE IF THIS IS LOGGED " + j + "."); } return (System.nanoTime() - start) / loop; } private static long log4jTestedDebugCall() { Integer j = new Integer(2); long start = System.nanoTime(); for (int i = 0; i < loop; i++) { if (log4jlogger.isDebugEnabled()) { log4jlogger.debug("SEE IF THIS IS LOGGED " + j + "."); } } return (System.nanoTime() - start) / loop; } private static long logbackDirectDebugCall() { Integer j = new Integer(2); long start = System.nanoTime(); for (int i = 0; i < loop; i++) { logbacklogger.debug("SEE IF THIS IS LOGGED " + j + "."); } return (System.nanoTime() - start) / loop; } private static long logbackTestedDebugCall() { Integer j = new Integer(2); long start = System.nanoTime(); for (int i = 0; i < loop; i++) { if (logbacklogger.isDebugEnabled()) logbacklogger.debug("SEE IF THIS IS LOGGED " + j + "."); } return (System.nanoTime() - start) / loop; } private static long logbackParametrizedDebugCall() { Integer j = new Integer(2); long start = System.nanoTime(); for (int i = 0; i < loop; i++) { logbacklogger.debug("SEE IF THIS IS LOGGED {}.", j); } return (System.nanoTime() - start) / loop; } private static void initConfig() { org.apache.log4j.Logger log4jRoot = org.apache.log4j.Logger.getRootLogger(); log4jRoot.setLevel(org.apache.log4j.Level.INFO); ch.qos.logback.classic.Logger lbRoot = (ch.qos.logback.classic.Logger) LoggerFactory .getLogger("ROOT"); lbRoot.setLevel(ch.qos.logback.classic.Level.INFO); // create the loggers org.apache.log4j.Logger.getLogger("perfTest"); org.apache.log4j.Logger.getLogger("perfTest.ch"); org.apache.log4j.Logger.getLogger("perfTest.ch.qos"); org.apache.log4j.Logger.getLogger("perfTest.ch.qos.logback"); LoggerFactory.getLogger("perfTest"); LoggerFactory.getLogger("perfTest.ch"); LoggerFactory.getLogger("perfTest.ch.qos"); LoggerFactory.getLogger("perfTest.ch.qos.logback"); } } -- Sébastien Pennec sebastien@qos.ch Logback: The reliable, generic, fast and flexible logging framework for Java. http://logback.qos.ch/