diff --git a/src/storm/utility/Portfolio.cpp b/src/storm/utility/Portfolio.cpp
index 5ea49b720..c45f51d2b 100644
--- a/src/storm/utility/Portfolio.cpp
+++ b/src/storm/utility/Portfolio.cpp
@@ -3,21 +3,180 @@
 #include "storm/storage/SymbolicModelDescription.h"
 #include "storm/storage/jani/Property.h"
 
+#include "storm/logic/Formula.h"
+#include "storm/logic/FormulaInformation.h"
+
 #include "storm/utility/macros.h"
 #include "storm/exceptions/InvalidOperationException.h"
 
 namespace storm {
     namespace utility {
-        Portfolio::Portfolio() : engine(storm::utility::Engine::Unknown), bisimulation(false), exact(false) {
+        
+        namespace pfinternal {
+            enum class PropertyType{
+                Bounded,
+                Unbounded,
+                LongRun
+            };
+            
+            PropertyType getPropertyType(storm::jani::Property const& property) {
+                auto formulaInfo = property.getRawFormula()->info();
+                if (formulaInfo.containsBoundedUntilFormula() || formulaInfo.containsNextFormula() || formulaInfo.containsCumulativeRewardFormula()) {
+                    STORM_LOG_INFO("Assuming step or time bounded property:" << property);
+                    return PropertyType::Bounded;
+                } else if (formulaInfo.containsLongRunFormula()) {
+                    STORM_LOG_INFO("Assuming Long Run property:" << property);
+                    return PropertyType::LongRun;
+                } else {
+                    STORM_LOG_INFO("Unbounded property:" << property);
+                    return PropertyType::Unbounded;
+                }
+            }
+            
+            struct Features {
+                Features(storm::storage::SymbolicModelDescription const& modelDescription, storm::jani::Property const& property) {
+                    if (!modelDescription.isJaniModel()) {
+                        initialize(modelDescription.toJani().asJaniModel(), property);
+                    } else {
+                        initialize(modelDescription.asJaniModel(), property);
+                    }
+                }
+                
+                void initialize(storm::jani::Model const& model, storm::jani::Property const& property) {
+                    continuousTime = !model.isDiscreteTimeModel();
+                    nondeterminism = !model.isDeterministicModel();
+                    propertyType = getPropertyType(property);
+                    numVariables = model.getTotalNumberOfNonTransientVariables();
+                    numAutomata = model.getNumberOfAutomata();
+                    numEdges = model.getNumberOfEdges();
+                }
+                
+                bool continuousTime;
+                bool nondeterminism;
+                PropertyType propertyType;
+                uint64_t numVariables;
+                uint64_t numAutomata;
+                uint64_t numEdges;
+                uint64_t stateEstimate;
+            };
+        }
+        
+        Portfolio::Portfolio() : engine(storm::utility::Engine::Unknown), useBisimulation(false), useExact(false) {
             // Intentionally left empty
         }
         
         void Portfolio::predict(storm::storage::SymbolicModelDescription const& modelDescription, storm::jani::Property const& property) {
-        
+            typedef pfinternal::PropertyType PropertyType;
+            auto f = pfinternal::Features(modelDescription, property);
+            
+            { // Decision tree start
+                if (f.numEdges <= 618) {
+                    if (!f.continuousTime) {
+                        if (f.numVariables <= 3) {
+                            exact();
+                        } else { // f.numVariables > 3
+                            if (f.propertyType == PropertyType::Bounded) {
+                                if (f.numEdges <= 25) {
+                                    dd();
+                                } else { // f.numEdges > 25
+                                    ddbisim();
+                                }
+                            } else { // !(f.propertyType == PropertyType::Bounded)
+                                if (f.numEdges <= 46) {
+                                    if (f.numVariables <= 8) {
+                                        hybrid();
+                                    } else { // f.numVariables > 8
+                                        if (f.numAutomata <= 1) {
+                                            ddbisim();
+                                        } else { // f.numAutomata > 1
+                                            if (f.numVariables <= 18) {
+                                                if (f.numEdges <= 36) {
+                                                    if (f.numEdges <= 30) {
+                                                        if (f.numAutomata <= 9) {
+                                                            sparse();
+                                                        } else { // f.numAutomata > 9
+                                                            hybrid();
+                                                        }
+                                                    } else { // f.numEdges > 30
+                                                        dd();
+                                                    }
+                                                } else { // f.numEdges > 36
+                                                    ddbisim();
+                                                }
+                                            } else { // f.numVariables > 18
+                                                hybrid();
+                                            }
+                                        }
+                                    }
+                                } else { // f.numEdges > 46
+                                    if (!f.nondeterminism) {
+                                        if (f.numEdges <= 92) {
+                                            ddbisim();
+                                        } else { // f.numEdges > 92
+                                            dd();
+                                        }
+                                    } else { // f.nondeterminism
+                                        if (f.numVariables <= 51) {
+                                            if (f.numAutomata <= 6) {
+                                                if (f.numAutomata <= 3) {
+                                                    if (f.numEdges <= 85) {
+                                                        sparse();
+                                                    } else { // f.numEdges > 85
+                                                        hybrid();
+                                                    }
+                                                } else { // f.numAutomata > 3
+                                                    hybrid();
+                                                }
+                                            } else { // f.numAutomata > 6
+                                                if (f.numAutomata <= 9) {
+                                                    ddbisim();
+                                                } else { // f.numAutomata > 9
+                                                    hybrid();
+                                                }
+                                            }
+                                        } else { // f.numVariables > 51
+                                            sparse();
+                                        }
+                                    }
+                                }
+                            }
+                        }
+                    } else { // f.continuousTime
+                        if (!f.nondeterminism) {
+                            if (f.numAutomata <= 5) {
+                                hybrid();
+                            } else { // f.numAutomata > 5
+                                if (f.numVariables <= 8) {
+                                    sparse();
+                                } else { // f.numVariables > 8
+                                    if (f.numEdges <= 19) {
+                                        exact();
+                                    } else { // f.numEdges > 19
+                                        if (f.numVariables <= 21) {
+                                            hybrid();
+                                        } else { // f.numVariables > 21
+                                            sparse();
+                                        }
+                                    }
+                                }
+                            }
+                        } else { // f.nondeterminism
+                            sparse();
+                        }
+                    }
+                } else { // f.numEdges > 618
+                    sparse();
+                }
+            } // Decision tree end
+            
         }
         
         void Portfolio::predict(storm::storage::SymbolicModelDescription const& modelDescription, storm::jani::Property const& property, uint64_t stateEstimate) {
-        
+            typedef pfinternal::PropertyType PropertyType;
+            auto f = pfinternal::Features(modelDescription, property);
+            f.stateEstimate = stateEstimate;
+            // TODO: Actually make use of the estimate
+            predict(modelDescription, property);
         }
 
         storm::utility::Engine Portfolio::getEngine() const {
@@ -26,11 +185,41 @@ namespace storm {
         }
         
         bool Portfolio::enableBisimulation() const {
-            return bisimulation;
+            return useBisimulation;
         }
         
         bool Portfolio::enableExact() const {
-            return exact;
+            return useExact;
+        }
+        
+        void Portfolio::sparse() {
+            engine = storm::utility::Engine::Sparse;
+            useBisimulation = false;
+            useExact = false;
+        }
+        
+        void Portfolio::hybrid() {
+            engine = storm::utility::Engine::Hybrid;
+            useBisimulation = false;
+            useExact = false;
+        }
+        
+        void Portfolio::dd() {
+            engine = storm::utility::Engine::Dd;
+            useBisimulation = false;
+            useExact = false;
+        }
+        
+        void Portfolio::exact() {
+            engine = storm::utility::Engine::Sparse;
+            useBisimulation = false;
+            useExact = true;
+        }
+        
+        void Portfolio::ddbisim() {
+            engine = storm::utility::Engine::DdSparse;
+            useBisimulation = true;
+            useExact = false;
         }
         
     }
diff --git a/src/storm/utility/Portfolio.h b/src/storm/utility/Portfolio.h
index 17af90af7..8fceda6b8 100644
--- a/src/storm/utility/Portfolio.h
+++ b/src/storm/utility/Portfolio.h
@@ -34,9 +34,17 @@ namespace storm {
             bool enableExact() const;
             
         private:
+            
+            // some popular configs
+            void sparse();
+            void hybrid();
+            void dd();
+            void exact();
+            void ddbisim();
+            
             storm::utility::Engine engine;
-            bool bisimulation;
-            bool exact;
+            bool useBisimulation;
+            bool useExact;