diff --git a/PrimeCPP/solution_2/.gitignore b/PrimeCPP/solution_2/.gitignore
index 5b1fd1a1c..2cafdba9f 100644
--- a/PrimeCPP/solution_2/.gitignore
+++ b/PrimeCPP/solution_2/.gitignore
@@ -1 +1,2 @@
-.vscore/**
\ No newline at end of file
+.vscore/**
+*.exe
\ No newline at end of file
diff --git a/PrimeCPP/solution_2/Dockerfile b/PrimeCPP/solution_2/Dockerfile
index f6c0ceb2f..d56ddc06a 100644
--- a/PrimeCPP/solution_2/Dockerfile
+++ b/PrimeCPP/solution_2/Dockerfile
@@ -1,13 +1,19 @@
 FROM ubuntu:22.04 AS build
 
 RUN apt-get update -qq \
-    && apt-get install -y clang
+    && apt-get install -y bash clang
 
 WORKDIR /opt/app
 COPY *.cpp .
-RUN clang++ -march=native -mtune=native -pthread -Ofast -std=c++17 PrimeCPP_PAR.cpp -oprimes_par
+RUN clang++ -march=native -mtune=native -pthread -Ofast -std=c++17 PrimeCPP_array.cpp -oprimes_array
+RUN clang++ -march=native -mtune=native -pthread -Ofast -std=c++17 PrimeCPP_mask.cpp -oprimes_mask
 
 FROM ubuntu:22.04
-COPY --from=build /opt/app/primes_par /usr/local/bin
 
-ENTRYPOINT [ "primes_par", "-l", "1000000" ]
\ No newline at end of file
+COPY --from=build /opt/app/primes_array /opt/app/primes_mask /opt/app/
+
+WORKDIR /opt/app
+COPY benchmark.sh .
+
+ENTRYPOINT [ "./benchmark.sh"]
+CMD ["both", "-l", "1000000" ]
\ No newline at end of file
diff --git a/PrimeCPP/solution_2a/PrimeCPP_PAR.cpp b/PrimeCPP/solution_2/PrimeCPP_array.cpp
similarity index 96%
rename from PrimeCPP/solution_2a/PrimeCPP_PAR.cpp
rename to PrimeCPP/solution_2/PrimeCPP_array.cpp
index 017e8220a..4edd24af0 100644
--- a/PrimeCPP/solution_2a/PrimeCPP_PAR.cpp
+++ b/PrimeCPP/solution_2/PrimeCPP_array.cpp
@@ -25,7 +25,6 @@ const uint64_t DEFAULT_UPPER_LIMIT = 10'000'000LLU;
 
 class BitArray {
     uint8_t *array;
-    size_t arrSize;
     size_t logicalSize;
 
     static constexpr size_t arraySize(size_t size) 
@@ -41,9 +40,9 @@ class BitArray {
 public:
     explicit BitArray(size_t size) : logicalSize(size)
     {
-        arrSize = (size + 1) / 2; // Only store bits for odd numbers
+        auto arrSize = (size + 1) / 2; // Only store bits for odd numbers
         array = new uint8_t[arraySize(arrSize)];
-        fill_n(array, arrSize, 0x00);
+        std::memset(array, 0x00, arraySize(arrSize));
     }
 
     ~BitArray() { delete[] array; }
@@ -103,14 +102,20 @@ class prime_sieve
           while (factor <= q)
           {
               // Find the next prime number
-              for (NULL; factor <= q; factor += 2)
+              for (; factor <= q; factor += 2)
+              {
                   if (Bits.get(factor))
+                  {
                       break;
+                  }
+              }
 
               // Mark multiples of the prime number as not prime
               uint64_t start = factor * factor;
               for (uint64_t num = start; num <= Bits.size(); num += factor * 2)
+              {
                   Bits.set(num);
+              }
 
               factor += 2;            
           }
@@ -201,7 +206,7 @@ class prime_sieve
 
           // Following 2 lines added by rbergen to conform to drag race output format
           cout << "\n";
-          cout << "davepl_par;" << passes << ";" << duration << ";" << threads << ";algorithm=base,faithful=yes,bits=1\n";
+          cout << "davepl_array;" << passes << ";" << duration << ";" << threads << ";algorithm=base,faithful=yes,bits=1\n";
       }               
   
 };
diff --git a/PrimeCPP/solution_2/PrimeCPP_PAR.cpp b/PrimeCPP/solution_2/PrimeCPP_mask.cpp
similarity index 96%
rename from PrimeCPP/solution_2/PrimeCPP_PAR.cpp
rename to PrimeCPP/solution_2/PrimeCPP_mask.cpp
index be5864816..58ea0dac6 100644
--- a/PrimeCPP/solution_2/PrimeCPP_PAR.cpp
+++ b/PrimeCPP/solution_2/PrimeCPP_mask.cpp
@@ -70,6 +70,15 @@ class BitArray {
         return ~mask;
     }
 
+    uint32_t rol(uint32_t value, size_t bits) 
+    {
+        bits %= 32;
+        if (bits == 0) 
+            return value;
+        // Ensure that the number of bits to rotate is within 0-31
+        return (value << bits) | (value >> (32 - bits));
+    }
+
     void setFlagsFalse(size_t n, size_t skip) 
     {
         if (skip <= 12) {
@@ -78,7 +87,7 @@ class BitArray {
             size_t bit_pos = n % 32;
             size_t curr_n = n;
             
-            while (curr_n < arrSize) 
+            while (curr_n < size()) 
             {
                 // Build mask for current word starting at bit_pos
                 uint32_t mask = buildSkipMask(skip, bit_pos);
@@ -90,7 +99,7 @@ class BitArray {
                 size_t bits_remaining = 32 - bit_pos;
                 curr_n += ((bits_remaining + skip - 1) / skip) * skip;
                 
-                if (curr_n >= arrSize) break;
+                if (curr_n >= size()) break;
                 
                 word_idx = index(curr_n);
                 bit_pos = curr_n % 32;
@@ -101,7 +110,7 @@ class BitArray {
             // Original implementation for larger skips
             auto rolling_mask = ~uint32_t(1 << (n % 32));
             auto roll_bits = skip % 32;
-            while (n < arrSize) {
+            while (n < size()) {
                 array[index(n)] &= rolling_mask;
                 n += skip;
                 rolling_mask = rol(rolling_mask, roll_bits);
@@ -254,7 +263,7 @@ class prime_sieve
 
           // Following 2 lines added by rbergen to conform to drag race output format
           cout << "\n";
-          cout << "davepl_par;" << passes << ";" << duration << ";" << threads << ";algorithm=base,faithful=yes,bits=1\n";
+          cout << "davepl_mask;" << passes << ";" << duration << ";" << threads << ";algorithm=base,faithful=yes,bits=1\n";
       }               
   
 };
@@ -429,4 +438,4 @@ int main(int argc, char **argv)
     // On success return the count of primes found; on failure, return 0
 
     return (int) result;
-}
\ No newline at end of file
+}
diff --git a/PrimeCPP/solution_2/benchmark.sh b/PrimeCPP/solution_2/benchmark.sh
new file mode 100755
index 000000000..a1cd0ea64
--- /dev/null
+++ b/PrimeCPP/solution_2/benchmark.sh
@@ -0,0 +1,9 @@
+#!/bin/bash
+
+if [[ $1 == both || $1 == 1 || $1 == array ]]; then
+    ./primes_array ${@:2}
+fi
+
+if [[ $1 == both || $1 == 2 || $1 == mask ]]; then
+    ./primes_mask ${@:2}
+fi
diff --git a/PrimeCPP/solution_2/primes_par.exe b/PrimeCPP/solution_2/primes_par.exe
deleted file mode 100755
index c815cbfcf..000000000
Binary files a/PrimeCPP/solution_2/primes_par.exe and /dev/null differ
diff --git a/PrimeCPP/solution_2/run.cmd b/PrimeCPP/solution_2/run.cmd
index 3390a0df2..aee24f625 100644
--- a/PrimeCPP/solution_2/run.cmd
+++ b/PrimeCPP/solution_2/run.cmd
@@ -1,2 +1,9 @@
-g++ -Ofast PrimeCPP_PAR.cpp -std=c++17 -lstdc++ -oPrimes_par_gcc.exe
-.\Primes_par_gcc.exe
+IF "%1" == "" || "%1" == "1" || "%1" == "array" (
+    g++ -Ofast PrimeCPP_array.cpp -std=c++17 -lstdc++ -oPrimes_array.exe
+    .\Primes_array.exe
+)
+
+IF "%1" == "" || "%1" == "2" || "%1" == "mask" (
+    g++ -Ofast PrimeCPP_mask.cpp -std=c++17 -lstdc++ -oPrimes_mask.exe
+    .\Primes_mask.exe
+)
diff --git a/PrimeCPP/solution_2/run.sh b/PrimeCPP/solution_2/run.sh
index ea150e106..70f698fa5 100755
--- a/PrimeCPP/solution_2/run.sh
+++ b/PrimeCPP/solution_2/run.sh
@@ -1,6 +1,17 @@
+#!/bin/bash
+
 # g++ -Ofast  -std=c++17 -lc++ PrimeCPP.cpp -oPrimes.exe
 # gcc -Ofast -std=c++17 PrimeCPP.cpp -lc++ -oPrimes_gcc.exe
 # clang -Ofast -std=c++17 -lc++ PrimeCPP.cpp -oPrimes_clang.exe
 
-clang++ -march=native -mtune=native -pthread -Ofast -std=c++17 PrimeCPP_PAR.cpp -oprimes_par.exe
-./primes_par.exe
+if [[ "$#" -eq "0" -o "$1" -eq "1" -o "$1" -eq "array" ]]; then
+    echo "Building and running the array approach"
+    clang++ -march=native -mtune=native -pthread -Ofast -std=c++17 PrimeCPP_array.cpp -oprimes_array.exe
+    ./primes_array.exe
+fi
+
+if [[ "$#" -eq "0" -o "$1" -eq "2" -o "$1" -eq "mask" ]]; then
+    echo "Building and running the mask approach"
+    clang++ -march=native -mtune=native -pthread -Ofast -std=c++17 PrimeCPP_mask.cpp -oprimes_mask.exe
+    ./primes_mask.exe
+fi
diff --git a/PrimeCPP/solution_2a/Dockerfile b/PrimeCPP/solution_2a/Dockerfile
deleted file mode 100644
index f6c0ceb2f..000000000
--- a/PrimeCPP/solution_2a/Dockerfile
+++ /dev/null
@@ -1,13 +0,0 @@
-FROM ubuntu:22.04 AS build
-
-RUN apt-get update -qq \
-    && apt-get install -y clang
-
-WORKDIR /opt/app
-COPY *.cpp .
-RUN clang++ -march=native -mtune=native -pthread -Ofast -std=c++17 PrimeCPP_PAR.cpp -oprimes_par
-
-FROM ubuntu:22.04
-COPY --from=build /opt/app/primes_par /usr/local/bin
-
-ENTRYPOINT [ "primes_par", "-l", "1000000" ]
\ No newline at end of file
diff --git a/PrimeCPP/solution_2a/run.cmd b/PrimeCPP/solution_2a/run.cmd
deleted file mode 100644
index 3390a0df2..000000000
--- a/PrimeCPP/solution_2a/run.cmd
+++ /dev/null
@@ -1,2 +0,0 @@
-g++ -Ofast PrimeCPP_PAR.cpp -std=c++17 -lstdc++ -oPrimes_par_gcc.exe
-.\Primes_par_gcc.exe
diff --git a/PrimeCPP/solution_2a/run.sh b/PrimeCPP/solution_2a/run.sh
deleted file mode 100755
index dc59d3612..000000000
--- a/PrimeCPP/solution_2a/run.sh
+++ /dev/null
@@ -1,6 +0,0 @@
-# g++ -Ofast  -std=c++17 -lc++ PrimeCPP.cpp -oPrimes.exe
-# gcc -Ofast -std=c++17 PrimeCPP.cpp -lc++ -oPrimes_gcc.exe
-# clang -Ofast -std=c++17 -lc++ PrimeCPP.cpp -oPrimes_clang.exe
-
-clang++ -march=native -mtune=native -pthread -Ofast -std=c++17 PrimeCPP_PAR.cpp -oprimes_par.exe
-./primes_par.exe -t 1