diff --git a/src/storm/utility/random.cpp b/src/storm/utility/random.cpp
index f13d403cd..9e2d0ae35 100644
--- a/src/storm/utility/random.cpp
+++ b/src/storm/utility/random.cpp
@@ -1,5 +1,7 @@
 #include "storm/utility/random.h"
 
+#include <limits>
+
 namespace storm {
     namespace utility {
         RandomProbabilityGenerator<double>::RandomProbabilityGenerator()
@@ -23,6 +25,28 @@ namespace storm {
             return std::uniform_int_distribution<uint64_t>(min, max)(engine);
         }
 
+        RandomProbabilityGenerator<RationalNumber>::RandomProbabilityGenerator()
+                : distribution(0, std::numeric_limits<uint64_t>::max())
+        {
+            std::random_device rd;
+            engine = std::mt19937(rd());
+        }
+
+        RandomProbabilityGenerator<RationalNumber>::RandomProbabilityGenerator(uint64_t seed)
+                : distribution(0, std::numeric_limits<uint64_t>::max()), engine(seed)
+        {
+
+        }
+
+        RationalNumber RandomProbabilityGenerator<RationalNumber>::random() {
+            return carl::rationalize<RationalNumber>(distribution(engine)) / carl::rationalize<RationalNumber>(std::numeric_limits<uint64_t>::max());
+
+        }
+
+        uint64_t RandomProbabilityGenerator<RationalNumber>::random_uint(uint64_t min, uint64_t max) {
+            return std::uniform_int_distribution<uint64_t>(min, max)(engine);
+        }
+
 
     }
 }
diff --git a/src/storm/utility/random.h b/src/storm/utility/random.h
index 93bfad20c..7e6e015be 100644
--- a/src/storm/utility/random.h
+++ b/src/storm/utility/random.h
@@ -1,4 +1,5 @@
 #include <random>
+#include "storm/adapters/RationalNumberAdapter.h"
 
 namespace storm {
     namespace utility {
@@ -26,6 +27,20 @@ namespace storm {
         };
 
 
+        template<>
+        class RandomProbabilityGenerator<storm::RationalNumber> {
+        public:
+            RandomProbabilityGenerator();
+            RandomProbabilityGenerator(uint64_t seed);
+            RationalNumber random();
+            uint64_t random_uint(uint64_t min, uint64_t max);
+        private:
+            std::uniform_int_distribution<uint64_t> distribution;
+            std::mt19937 engine;
+
+        };
+
+
 
     }
 }
\ No newline at end of file