diff --git a/src/storm/solver/GurobiLpSolver.cpp b/src/storm/solver/GurobiLpSolver.cpp
index 445491fc3..c91144952 100644
--- a/src/storm/solver/GurobiLpSolver.cpp
+++ b/src/storm/solver/GurobiLpSolver.cpp
@@ -345,9 +345,10 @@ namespace storm {
             double value = 0;
             int error = GRBgetdblattrelement(model, GRB_DBL_ATTR_X, variableIndexPair->second, &value);
             STORM_LOG_THROW(error == 0, storm::exceptions::InvalidStateException, "Unable to get Gurobi solution (" << GRBgeterrormsg(env) << ", error code " << error << ").");
-            STORM_LOG_THROW(std::abs(std::round(value) - value) <= storm::settings::getModule<storm::settings::modules::GurobiSettings>().getIntegerTolerance(), storm::exceptions::InvalidStateException, "Illegal value for integer variable in Gurobi solution (" << value << ").");
-            
-            return static_cast<int_fast64_t>(std::round(value));
+            double roundedValue = std::round(value);
+            double diff = std::abs(roundedValue - value);
+            STORM_LOG_ERROR_COND(diff <= storm::settings::getModule<storm::settings::modules::GurobiSettings>().getIntegerTolerance(), "Illegal value for integer variable in Gurobi solution (" << value << "). Difference to nearest int is " << diff);
+            return static_cast<int_fast64_t>(roundedValue);
         }
         
         template<typename ValueType>
@@ -366,10 +367,10 @@ namespace storm {
             STORM_LOG_THROW(error == 0, storm::exceptions::InvalidStateException, "Unable to get Gurobi solution (" << GRBgeterrormsg(env) << ", error code " << error << ").");
 
             if (value > 0.5) {
-                STORM_LOG_THROW(std::abs(value - 1.0) <= storm::settings::getModule<storm::settings::modules::GurobiSettings>().getIntegerTolerance(), storm::exceptions::InvalidStateException, "Illegal value for integer variable in Gurobi solution (" << value << ").");
+                STORM_LOG_ERROR_COND(std::abs(value - 1.0) <= storm::settings::getModule<storm::settings::modules::GurobiSettings>().getIntegerTolerance(), "Illegal value for integer variable in Gurobi solution (" << value << ").");
                 return true;
             } else {
-                STORM_LOG_THROW(std::abs(value) <= storm::settings::getModule<storm::settings::modules::GurobiSettings>().getIntegerTolerance(), storm::exceptions::InvalidStateException, "Illegal value for integer variable in Gurobi solution (" << value << ").");
+                STORM_LOG_ERROR_COND(std::abs(value) <= storm::settings::getModule<storm::settings::modules::GurobiSettings>().getIntegerTolerance(), "Illegal value for integer variable in Gurobi solution (" << value << ").");
                 return false;
             }
         }
@@ -499,9 +500,10 @@ namespace storm {
             STORM_LOG_THROW(error == 0, storm::exceptions::InvalidStateException, "Unable to set Gurobi solution index (" << GRBgeterrormsg(env) << ", error code " << error << ").");
             error = GRBgetdblattrelement(model, GRB_DBL_ATTR_Xn, variableIndexPair->second, &value);
             STORM_LOG_THROW(error == 0, storm::exceptions::InvalidStateException, "Unable to get Gurobi solution (" << GRBgeterrormsg(env) << ", error code " << error << ").");
-            STORM_LOG_THROW(std::abs(std::round(value) - value) <= storm::settings::getModule<storm::settings::modules::GurobiSettings>().getIntegerTolerance(), storm::exceptions::InvalidStateException, "Illegal value for integer variable in Gurobi solution (" << value << ").");
-            
-            return static_cast<int_fast64_t>(std::round(value));
+            double roundedValue = std::round(value);
+            double diff = std::abs(roundedValue - value);
+            STORM_LOG_ERROR_COND(diff <= storm::settings::getModule<storm::settings::modules::GurobiSettings>().getIntegerTolerance(), "Illegal value for integer variable in Gurobi solution (" << value << "). Difference to nearest int is " << diff);
+            return static_cast<int_fast64_t>(roundedValue);
         }
         
         template<typename ValueType>
@@ -523,10 +525,10 @@ namespace storm {
             STORM_LOG_THROW(error == 0, storm::exceptions::InvalidStateException, "Unable to get Gurobi solution (" << GRBgeterrormsg(env) << ", error code " << error << ").");
 
             if (value > 0.5) {
-                STORM_LOG_THROW(std::abs(value - 1) <= storm::settings::getModule<storm::settings::modules::GurobiSettings>().getIntegerTolerance(), storm::exceptions::InvalidStateException, "Illegal value for integer variable in Gurobi solution (" << value << ").");
+                STORM_LOG_ERROR_COND(std::abs(value - 1) <= storm::settings::getModule<storm::settings::modules::GurobiSettings>().getIntegerTolerance(), "Illegal value for integer variable in Gurobi solution (" << value << ").");
                 return true;
             } else {
-                STORM_LOG_THROW(std::abs(value) <= storm::settings::getModule<storm::settings::modules::GurobiSettings>().getIntegerTolerance(), storm::exceptions::InvalidStateException, "Illegal value for integer variable in Gurobi solution (" << value << ").");
+                STORM_LOG_ERROR_COND(std::abs(value) <= storm::settings::getModule<storm::settings::modules::GurobiSettings>().getIntegerTolerance(), "Illegal value for integer variable in Gurobi solution (" << value << ").");
                 return false;
             }
         }