diff --git a/src/storm/storage/jani/traverser/RewardModelInformation.cpp b/src/storm/storage/jani/traverser/RewardModelInformation.cpp
new file mode 100644
index 000000000..a89139f4f
--- /dev/null
+++ b/src/storm/storage/jani/traverser/RewardModelInformation.cpp
@@ -0,0 +1,100 @@
+#include "storm/storage/jani/traverser/RewardModelInformation.h"
+
+#include "storm/storage/expressions/Expression.h"
+#include "storm/storage/expressions/Variable.h"
+#include "storm/storage/jani/Model.h"
+
+namespace storm {
+    namespace jani {
+        
+        RewardModelInformation::RewardModelInformation(bool hasStateRewards, bool hasActionRewards, bool hasTransitionRewards) : stateRewards(hasStateRewards), actionRewards(hasActionRewards), transitionRewards(hasTransitionRewards) {
+            // Intentionally left empty
+        }
+        
+        RewardModelInformation::RewardModelInformation(Model const& model, std::string const& rewardModelNameIdentifier) : RewardModelInformation(model, model.getRewardModelExpression(rewardModelNameIdentifier)) {
+            // Intentionally left empty
+        }
+        
+        RewardModelInformation::RewardModelInformation(Model const& model, storm::expressions::Expression const& rewardModelExpression) : stateRewards(false), actionRewards(false), transitionRewards(false), destinationDependendRewards(false) {
+            auto variablesInRewardExpression = rewardExpression.getVariables();
+            std::map<storm::expressions::Variable, storm::expressions::Expression> initialSubstitution;
+            for (auto const& v : variablesInRewardExpression) {
+                STORM_LOG_ASSERT(model.hasGlobalVariable(v.getName()), "Unable to find global variable " << v.getName() << " occurring in a reward expression.");
+                auto const& janiVar = model.getGlobalVariable(v.getName());
+                if (janiVar.hasInitExpression()) {
+                    initialSubstitution.emplace(v, janiVar.getInitExpression());
+                }
+            }
+            auto initExpr = storm::jani::substituteJaniExpression(rewardExpression, initialSubstitution);
+            if (initExpr.containsVariables() || !storm::utility::isZero(initExpr.evaluateAsRational())) {
+                stateRewards = true;
+                actionRewards = true;
+                transitionRewards = true;
+            }
+            traverse(model, &variablesInRewardExpression);
+        }
+
+        void RewardModelInformation::traverse(Location const& location, boost::any const& data) {
+            auto const& vars = *boost::any_cast<std::set<storm::expressions::Variable>*>(data);
+            if (!hasStateRewards()) {
+                for (auto const& assignment : location.getAssignments().getTransientAssignments()) {
+                    storm::jani::Variable const& assignedVariable = assignment.lValueIsArrayAccess() ? assignment.getLValue().getArray() : assignment.getVariable();
+                    if (vars.count(assignedVariable.getExpressionVariable()) > 0) {
+                        stateRewards = true;
+                        break;
+                    }
+                }
+            }
+        }
+        
+        void RewardModelInformation::traverse(TemplateEdge const& templateEdge, boost::any const& data) {
+            auto const& vars = *boost::any_cast<std::set<storm::expressions::Variable>*>(data);
+            if (!hasActionRewards()) {
+                for (auto const& assignment : templateEdge.getAssignments().getTransientAssignments()) {
+                    storm::jani::Variable const& assignedVariable = assignment.lValueIsArrayAccess() ? assignment.getLValue().getArray() : assignment.getVariable();
+                    if (vars.count(assignedVariable.getExpressionVariable()) > 0) {
+                        actionRewards = true;
+                        break;
+                    }
+                }
+            }
+            for (auto const& dest : templateEdge.getDestinations()) {
+                traverse(dest, data);
+            }
+        }
+        
+        void RewardModelInformation::traverse(TemplateEdgeDestination const& templateEdgeDestination, boost::any const& data) {
+            auto const& vars = *boost::any_cast<std::set<storm::expressions::Variable>*>(data);
+            if (!hasTransitionRewards()) {
+                for (auto const& assignment : templateEdgeDestination.getOrderedAssignments().getTransientAssignments()) {
+                    storm::jani::Variable const& assignedVariable = assignment.lValueIsArrayAccess() ? assignment.getLValue().getArray() : assignment.getVariable();
+                    if (vars.count(assignedVariable.getExpressionVariable()) > 0) {
+                        transitionRewards = true;
+                        break;
+                    }
+                }
+            }
+        }
+        
+        RewardModelInformation RewardModelInformation::join(RewardModelInformation const& other) const {
+            return RewardModelInformation(this->hasStateRewards() || other.hasStateRewards(),
+                                          this->hasActionRewards() || other.hasActionRewards(),
+                                          this->hasTransitionRewards() || other.hasTransitionRewards());
+        }
+        
+        bool RewardModelInformation::hasStateRewards () const {
+            return stateRewards;
+        }
+        
+        bool RewardModelInformation::hasActionRewards () const {
+            return actionRewards;
+        }
+        
+        bool RewardModelInformation::hasTransitionRewards () const {
+            return transitionReward;
+        }
+        
+
+    }
+}
+
diff --git a/src/storm/storage/jani/traverser/RewardModelInformation.h b/src/storm/storage/jani/traverser/RewardModelInformation.h
new file mode 100644
index 000000000..c79f7a1dc
--- /dev/null
+++ b/src/storm/storage/jani/traverser/RewardModelInformation.h
@@ -0,0 +1,59 @@
+#pragma once
+
+
+#include <boost/any.hpp>
+
+#include "storm/storage/jani/traverser/JaniTraverser.h"
+
+namespace storm {
+    
+    namespace expressions {
+        class Variable;
+        class Expression;
+    }
+    
+    namespace jani {
+        
+        class Model;
+        
+        class RewardModelInformation : public ConstJaniTraverser {
+        public:
+            
+            RewardModelInformation(bool hasStateRewards, bool hasActionRewards, bool hasTransitionRewards);
+            RewardModelInformation(storm::jani::Model const& janiModel, std::string const& rewardModelNameIdentifier);
+            RewardModelInformation(storm::jani::Model const& janiModel, storm::expressions::Expression const& rewardModelExpression);
+            
+            virtual ~RewardModelInformation() = default;
+            using ConstJaniTraverser::traverse;
+            
+            virtual void traverse(Location const& location, boost::any const& data) override;
+            virtual void traverse(TemplateEdge const& templateEdge, boost::any const& data) override;
+            virtual void traverse(TemplateEdgeDestination const& TemplateEdgeDestination, boost::any const& data) override;
+            
+            /*!
+             * Returns the resulting information when joining the two reward models
+             */
+            RewardModelInformation join(RewardModelInformation const& other) const;
+            
+            /*!
+             * Returns true iff the given reward model has state rewards
+             */
+            bool hasStateRewards () const;
+            
+            /*!
+             * Returns true iff the given reward model has action rewards
+             */
+            bool hasActionRewards () const;
+            
+            /*!
+             * Returns true iff the given reward model has transition rewards
+             */
+            bool hasTransitionRewards () const;
+            
+            bool stateRewards;
+            bool actionRewards;
+            bool transitionRewards;
+        };
+    }
+}
+