diff --git a/.vscode/settings.json b/.vscode/settings.json
new file mode 100644
index 0000000..9699001
--- /dev/null
+++ b/.vscode/settings.json
@@ -0,0 +1,10 @@
+{
+    "files.associations": {
+        "*.pyx": "python",
+        "*.js": "javascript",
+        "*.c": "c",
+        "*.scene": "yaml",
+        "*.cene": "yaml",
+        "iomanip": "cpp"
+    }
+}
\ No newline at end of file
diff --git a/README.md b/README.md
index cbe22bb..9b162ff 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,25 @@
 # Fast-Vector
 
 ## 1.07 times faster
+With O3 flag
+
 
 A Backwards Compatible Vector Class, that's fast.
 
-![alt text](image.png)
\ No newline at end of file
+## Test:
+
+### 100,000,000 push_backs 
+![alt text](images/image.png)
+
+### 100,000 push_backs
+
+![alt text](images/image-1.png)images/
+
+
+### 100 push_backs
+
+![alt text](images/image-2.png)
+
+
+Note:
+Speeds May Very based on use. 
\ No newline at end of file
diff --git a/images/image-1.png b/images/image-1.png
new file mode 100644
index 0000000..57c9a17
Binary files /dev/null and b/images/image-1.png differ
diff --git a/images/image-2.png b/images/image-2.png
new file mode 100644
index 0000000..c154d54
Binary files /dev/null and b/images/image-2.png differ
diff --git a/image.png b/images/image.png
similarity index 100%
rename from image.png
rename to images/image.png
diff --git a/src/test.cpp b/src/test.cpp
index d37556c..a0ca95a 100644
--- a/src/test.cpp
+++ b/src/test.cpp
@@ -11,9 +11,9 @@
 using namespace std;
 using namespace std::chrono;
 
-static constexpr size_t N = 100'000'000;
+static constexpr size_t N = 100'000;
 static constexpr int SHORT_RUNS = 3;
-static constexpr int LONG_RUNS = 10;
+static constexpr int LONG_RUNS = 1000;
 
 constexpr const char* COLOR_RESET = "\033[0m";
 constexpr const char* COLOR_RED   = "\033[31m";
@@ -68,9 +68,9 @@ void print_test(const std::string& name, Stats std_stats, Stats fast_stats) {
     cout << color << status << COLOR_RESET
          << " " << left << setw(27) << name
          << " | std: " << right << setw(7) << fixed << setprecision(2) << std_stats.mean << "ms"
-         << " ±" << setw(5) << std_stats.stddev
+         << " +-" << setw(7) << std_stats.stddev
          << " | fast: " << setw(7) << fast_stats.mean << "ms"
-         << " ±" << setw(5) << fast_stats.stddev
+         << " +-" << setw(7) << fast_stats.stddev
          << " | x" << color << setw(6) << setprecision(2) << speedup << COLOR_RESET
          << '\n';
 }