diff --git a/SpecProject/src/SPSAnalysisStage.cpp b/SpecProject/src/SPSAnalysisStage.cpp
index 5411d60..31c6528 100644
--- a/SpecProject/src/SPSAnalysisStage.cpp
+++ b/SpecProject/src/SPSAnalysisStage.cpp
@@ -84,16 +84,20 @@ namespace Specter {
 			{
 				sabreFlag = true;
 				if (hit.longEnergy > iter->second.GetValue())
-					iter->second.SetValue(hit.longEnergy);
+					iter->second.SetValue(hit.longEnergy + RandomGenerator::GetUniformFraction());
 				continue;
 			}
 
+			//Note randomization of values. In general, we want to plot/calculate as floating point.
+			//Especially for histograms, care has to be taken to randomize the decimal to account for binning. 
+			//For timestamps from PSD, since we reduce accuracy by 3 orders of mag, no randomization needed.
+			//For timestamps from PHA, need randomization on interval from 0 to digitizer sampling period.
 			switch (hit.id)
 			{
 				case s_scintLeftID:
 				{
 					if (hit.longEnergy > scintLeft.GetValue())
-						scintLeft.SetValue(hit.longEnergy);
+						scintLeft.SetValue(hit.longEnergy + RandomGenerator::GetUniformFraction());
 					break;
 				}
 				case s_beamIntID:
@@ -104,7 +108,7 @@ namespace Specter {
 				case s_cathodeID:
 				{
 					if (hit.longEnergy > cathode.GetValue())
-						cathode.SetValue(hit.longEnergy);
+						cathode.SetValue(hit.longEnergy + RandomGenerator::GetUniformFraction());
 					break;
 				}
 				case s_delayFrontLeftID:
@@ -134,13 +138,13 @@ namespace Specter {
 				case s_anodeFrontID:
 				{
 					if (hit.longEnergy > anodeFront.GetValue())
-						anodeFront.SetValue(hit.longEnergy);
+						anodeFront.SetValue(hit.longEnergy + RandomGenerator::GetUniformFraction());
 					break;
 				}
 				case s_anodeBackID:
 				{
 					if (hit.longEnergy > anodeBack.GetValue())
-						anodeBack.SetValue(hit.longEnergy);
+						anodeBack.SetValue(hit.longEnergy + RandomGenerator::GetUniformFraction());
 					break;
 				}
 			}
@@ -148,6 +152,7 @@ namespace Specter {
 
 		//If you want to use parameters to calculate another parameter, you
 		//need to check that the parameter is valid (set in this event)!
+		//Note subsequent calculations no longer need randomization.
 		if(delayFLTime.IsValid() && delayFRTime.IsValid())
 			x1.SetValue((delayFLTime.GetValue() - delayFRTime.GetValue())*0.5*0.4762);
 
diff --git a/Specter/src/CMakeLists.txt b/Specter/src/CMakeLists.txt
index 5f939f5..74c4f09 100644
--- a/Specter/src/CMakeLists.txt
+++ b/Specter/src/CMakeLists.txt
@@ -105,6 +105,7 @@ target_sources(Specter PRIVATE
     Specter/Physics/Daqromancy/DYOnlineSource.cpp
     Specter/Utils/Functions.h
     Specter/Utils/Functions.cpp
+    Specter/Utils/RandomGenerator.h
 )
 
 #ImPlot sources
diff --git a/Specter/src/Specter.h b/Specter/src/Specter.h
index c8f59c8..18387e8 100644
--- a/Specter/src/Specter.h
+++ b/Specter/src/Specter.h
@@ -35,5 +35,6 @@
 #include "Specter/Utils/TestServerLayer.h"
 #include "Specter/Utils/Instrumentor.h"
 #include "Specter/Utils/Functions.h"
+#include "Specter/Utils/RandomGenerator.h"
 
 #endif
diff --git a/Specter/src/Specter/Utils/RandomGenerator.h b/Specter/src/Specter/Utils/RandomGenerator.h
new file mode 100644
index 0000000..7a03630
--- /dev/null
+++ b/Specter/src/Specter/Utils/RandomGenerator.h
@@ -0,0 +1,64 @@
+/*
+	RandomGenerator.h
+	Thread-safe implementation of stl random number generator library. A single Mersenne-Twister generator is created for
+	each thread. The paramters for the distributions are passed in to the function call, and a random number is calculated
+	for the requested distribution. Note that distributions are templated so that one can specify the type of distributions,
+	but most distributions only support a limited range of types. The valid types are commented for each case.
+
+	Oct 2022 -- GWM
+*/
+
+#ifndef RANDOM_GENERATOR_H
+#define RANDOM_GENERATOR_H
+
+#include <random>
+
+namespace Specter {
+
+	class RandomGenerator
+	{
+	public:
+
+		//Valid for float, double, long double
+		template<typename T>
+		static T GetUniformReal(T min, T max)
+		{
+			std::uniform_real_distribution<T> distribution(min, max);
+			return distribution(GetGenerator());
+		}
+
+		//Valid for any integer type (signed or unsigned)
+		template<typename T>
+		static T GetUniformInt(T min, T max)
+		{
+			std::uniform_int_distribution<T> distribution(min, max);
+			return distribution(GetGenerator());
+		}
+
+		//Valid for float, double, long double
+		template<typename T>
+		static T GetNormal(T mean, T sigma)
+		{
+			std::normal_distribution<T> distribution(mean, sigma);
+			return distribution(GetGenerator());
+		}
+
+		//This is the most common use case, so we eliminate recreation of distribution, templating. 
+		//For randomization of decimals in conversion from integer -> floating point for histograming
+		static double GetUniformFraction()
+		{
+			static std::uniform_real_distribution<double> distribution(0.0, 1.0);
+			return distribution(GetGenerator());
+		}
+
+	private:
+		static std::mt19937& GetGenerator()
+		{
+			static thread_local std::mt19937 generator((std::random_device())());
+			return generator;
+		}
+	};
+}
+
+
+#endif
\ No newline at end of file