diff --git a/examples/profiling_openmp.cpp b/examples/profiling_openmp.cpp
index 1c83542..78c915b 100644
--- a/examples/profiling_openmp.cpp
+++ b/examples/profiling_openmp.cpp
@@ -1,3 +1,4 @@
+#include <string>
 #include <tug/Simulation.hpp>
 #include <iostream>
 #include <fstream>
@@ -5,20 +6,24 @@
 
 int main(int argc, char *argv[]) {
 
-    int n[4] = {100, 500, 1000, 2000};
-    int threads[10] = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10};
-    int iterations[1] = {5};
-    int repetition = 1;
+    int n[] = {2000};
+    int threads[] = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10};
+    int iterations[1] = {1};
+    int repetition = 10;
 
+
+    for(int l=0; l<size(threads); l++){
+    //string filename = "ftcs_openmp_" + to_string(threads[l]) + ".csv";
     ofstream myfile;
-    myfile.open("testLarge.csv");
+    myfile.open("speedup_1000.csv", std::ios::app);
+    myfile << "Number threads: " << threads[l] << endl;
 
     for (int i = 0; i < size(n); i++){
         cout << "Grid size: " << n[i] << " x " << n[i] << endl << endl;
-        myfile << "Grid size: " << n[i] << " x " << n[i] << endl << endl;
+        //myfile << "Grid size: " << n[i] << " x " << n[i] << endl << endl;
         for(int j = 0; j < size(iterations); j++){
             cout << "Iterations: " << iterations[j] << endl;
-            myfile << "Iterations: " << iterations[j] << endl;
+            //myfile << "Iterations: " << iterations[j] << endl;
             for (int k = 0; k < repetition; k++){
                 cout << "Wiederholung: " << k << endl;
                 Grid grid = Grid(n[i], n[i]);
@@ -39,10 +44,10 @@ int main(int argc, char *argv[]) {
                     sim.setNumberThreads(numThreads);
                 }
                 else{
-                    sim.setNumberThreads(1);
+                    sim.setNumberThreads(threads[l]);
                 }
 
-                sim.setTimestep(0.001);
+                sim.setTimestep(0.01);
                 sim.setIterations(iterations[j]);
                 sim.setOutputCSV(CSV_OUTPUT_OFF);
 
@@ -58,4 +63,5 @@ int main(int argc, char *argv[]) {
 
     }
     myfile.close();
+    }
 }
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diff --git a/examples/profiling_speedup.cpp b/examples/profiling_speedup.cpp
new file mode 100644
index 0000000..78c915b
--- /dev/null
+++ b/examples/profiling_speedup.cpp
@@ -0,0 +1,67 @@
+#include <string>
+#include <tug/Simulation.hpp>
+#include <iostream>
+#include <fstream>
+#include <chrono>
+
+int main(int argc, char *argv[]) {
+
+    int n[] = {2000};
+    int threads[] = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10};
+    int iterations[1] = {1};
+    int repetition = 10;
+
+
+    for(int l=0; l<size(threads); l++){
+    //string filename = "ftcs_openmp_" + to_string(threads[l]) + ".csv";
+    ofstream myfile;
+    myfile.open("speedup_1000.csv", std::ios::app);
+    myfile << "Number threads: " << threads[l] << endl;
+
+    for (int i = 0; i < size(n); i++){
+        cout << "Grid size: " << n[i] << " x " << n[i] << endl << endl;
+        //myfile << "Grid size: " << n[i] << " x " << n[i] << endl << endl;
+        for(int j = 0; j < size(iterations); j++){
+            cout << "Iterations: " << iterations[j] << endl;
+            //myfile << "Iterations: " << iterations[j] << endl;
+            for (int k = 0; k < repetition; k++){
+                cout << "Wiederholung: " << k << endl;
+                Grid grid = Grid(n[i], n[i]);
+                grid.setDomain(1, 1);
+
+                MatrixXd concentrations = MatrixXd::Constant(n[i], n[i], 0);
+                concentrations(n[i]/2,n[i]/2) = 1;
+                grid.setConcentrations(concentrations);
+                MatrixXd alpha = MatrixXd::Constant(n[i], n[i], 0.5);
+
+                Boundary bc = Boundary(grid);
+
+                Simulation sim = Simulation(grid, bc, BTCS_APPROACH);
+                sim.setSolver(THOMAS_ALGORITHM_SOLVER);
+
+                if(argc == 2){
+                    int numThreads = atoi(argv[1]);
+                    sim.setNumberThreads(numThreads);
+                }
+                else{
+                    sim.setNumberThreads(threads[l]);
+                }
+
+                sim.setTimestep(0.01);
+                sim.setIterations(iterations[j]);
+                sim.setOutputCSV(CSV_OUTPUT_OFF);
+
+                auto begin = std::chrono::high_resolution_clock::now();
+                sim.run();
+                auto end = std::chrono::high_resolution_clock::now();
+                auto milliseconds = std::chrono::duration_cast<std::chrono::milliseconds>(end - begin);
+                myfile << milliseconds.count() << endl;
+            }
+        }
+        cout << endl;
+        myfile << endl;
+
+    }
+    myfile.close();
+    }
+}
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