diff --git a/ApplicationCode/FileInterface/RifEclipseOutputFileTools.cpp b/ApplicationCode/FileInterface/RifEclipseOutputFileTools.cpp
index a0e36cc2d7..2c77fd6355 100644
--- a/ApplicationCode/FileInterface/RifEclipseOutputFileTools.cpp
+++ b/ApplicationCode/FileInterface/RifEclipseOutputFileTools.cpp
@@ -43,32 +43,6 @@ RifEclipseOutputFileTools::~RifEclipseOutputFileTools()
 {
 }
 
-
-//--------------------------------------------------------------------------------------------------
-/// Get list of time step texts (dates)
-//--------------------------------------------------------------------------------------------------
-void RifEclipseOutputFileTools::timeStepsText(ecl_file_type* ecl_file, QStringList* timeSteps)
-{
-    CVF_ASSERT(timeSteps);
-    CVF_ASSERT(ecl_file);
-
-    QList<QDateTime> timeStepDates;
-    bool hasFractionOfDays = false;
-    RifEclipseOutputFileTools::timeSteps(ecl_file, &timeStepDates, &hasFractionOfDays);
-
-    QString formatString = "dd/MM/yyyy";
-    if (hasFractionOfDays)
-    {
-        formatString += "- hh:mm";
-    }
-
-    for (int i = 0; i < timeStepDates.size(); i++)
-    {
-        QString timeString = timeStepDates[i].toString(formatString);
-        timeSteps->push_back(timeString);
-    }
-}
-
 //--------------------------------------------------------------------------------------------------
 /// Get list of time step texts (dates)
 //--------------------------------------------------------------------------------------------------
@@ -99,8 +73,6 @@ void RifEclipseOutputFileTools::timeSteps(ecl_file_type* ecl_file, QList<QDateTi
         if (kwDOUBHEAD)
         {
             double dayValue = ecl_kw_iget_double(kwDOUBHEAD, DOUBHEAD_DAYS_INDEX);
-            qDebug() << dayValue;
-
             double floorDayValue = cvf::Math::floor(dayValue);
 
             if (dayValue - floorDayValue > delta)
diff --git a/ApplicationCode/FileInterface/RifEclipseOutputFileTools.h b/ApplicationCode/FileInterface/RifEclipseOutputFileTools.h
index 12ef4b90e3..b4644289de 100644
--- a/ApplicationCode/FileInterface/RifEclipseOutputFileTools.h
+++ b/ApplicationCode/FileInterface/RifEclipseOutputFileTools.h
@@ -46,7 +46,7 @@ public:
     static void         findKeywordsAndDataItemCounts(ecl_file_type* ecl_file, QStringList* keywords, std::vector<size_t>* keywordDataItemCounts);
     static bool         keywordData(ecl_file_type* ecl_file, const QString& keyword, size_t fileKeywordOccurrence, std::vector<double>* values);
 
-    static void         timeStepsText(ecl_file_type* ecl_file, QStringList* timeSteps);
+//    static void         timeStepsText(ecl_file_type* ecl_file, QStringList* timeSteps);
     static void         timeSteps(ecl_file_type* ecl_file, QList<QDateTime>* timeSteps, bool* detectedFractionOfDay = NULL);
 
     static bool         fileSet(const QString& fileName, QStringList* fileSet);
diff --git a/ApplicationCode/FileInterface/RifEclipseRestartDataAccess.h b/ApplicationCode/FileInterface/RifEclipseRestartDataAccess.h
index 7850608b9e..25cf515ee0 100644
--- a/ApplicationCode/FileInterface/RifEclipseRestartDataAccess.h
+++ b/ApplicationCode/FileInterface/RifEclipseRestartDataAccess.h
@@ -45,8 +45,7 @@ public:
     virtual bool                open(const QStringList& fileSet) = 0;
     virtual void                close() = 0;
 
-    virtual size_t              numTimeSteps() = 0;
-    virtual QStringList         timeStepsText() = 0;
+    virtual size_t              timeStepCount() = 0;
     virtual QList<QDateTime>    timeSteps() = 0;
 
     virtual void                resultNames(QStringList* resultNames, std::vector<size_t>* resultDataItemCounts) = 0;
diff --git a/ApplicationCode/FileInterface/RifEclipseRestartFilesetAccess.cpp b/ApplicationCode/FileInterface/RifEclipseRestartFilesetAccess.cpp
index 8cb009ac35..40b3e7a631 100644
--- a/ApplicationCode/FileInterface/RifEclipseRestartFilesetAccess.cpp
+++ b/ApplicationCode/FileInterface/RifEclipseRestartFilesetAccess.cpp
@@ -80,31 +80,11 @@ void RifEclipseRestartFilesetAccess::close()
 //--------------------------------------------------------------------------------------------------
 /// Get the number of time steps
 //--------------------------------------------------------------------------------------------------
-size_t RifEclipseRestartFilesetAccess::numTimeSteps()
+size_t RifEclipseRestartFilesetAccess::timeStepCount()
 {
     return m_ecl_files.size();
 }
 
-//--------------------------------------------------------------------------------------------------
-/// Get the time step texts
-//--------------------------------------------------------------------------------------------------
-QStringList RifEclipseRestartFilesetAccess::timeStepsText()
-{
-    QStringList timeSteps;
-
-    size_t numSteps = numTimeSteps();
-    size_t i;
-    for (i = 0; i < numSteps; i++)
-    {
-        QStringList stepText;
-        RifEclipseOutputFileTools::timeStepsText(m_ecl_files[i], &stepText);
-
-        timeSteps.append(stepText.size() == 1 ? stepText : QStringList(QString("Step %1").arg(i+1)));
-    }
-
-    return timeSteps;
-}
-
 //--------------------------------------------------------------------------------------------------
 /// Get the time steps
 //--------------------------------------------------------------------------------------------------
@@ -112,7 +92,7 @@ QList<QDateTime> RifEclipseRestartFilesetAccess::timeSteps()
 {
     QList<QDateTime> timeSteps;
 
-    size_t numSteps = numTimeSteps();
+    size_t numSteps = timeStepCount();
     size_t i;
     for (i = 0; i < numSteps; i++)
     {
@@ -138,14 +118,14 @@ QList<QDateTime> RifEclipseRestartFilesetAccess::timeSteps()
 //--------------------------------------------------------------------------------------------------
 void RifEclipseRestartFilesetAccess::resultNames(QStringList* resultNames, std::vector<size_t>* resultDataItemCounts)
 {
-    CVF_ASSERT(numTimeSteps() > 0);
+    CVF_ASSERT(timeStepCount() > 0);
 
     std::vector<size_t> valueCountForOneFile;
     RifEclipseOutputFileTools::findKeywordsAndDataItemCounts(m_ecl_files[0], resultNames, &valueCountForOneFile);
 
     for (size_t i = 0; i < valueCountForOneFile.size(); i++)
     {
-        resultDataItemCounts->push_back(valueCountForOneFile[i] * numTimeSteps());
+        resultDataItemCounts->push_back(valueCountForOneFile[i] * timeStepCount());
     }
 }
 
diff --git a/ApplicationCode/FileInterface/RifEclipseRestartFilesetAccess.h b/ApplicationCode/FileInterface/RifEclipseRestartFilesetAccess.h
index 7d0a429073..7e0b181a44 100644
--- a/ApplicationCode/FileInterface/RifEclipseRestartFilesetAccess.h
+++ b/ApplicationCode/FileInterface/RifEclipseRestartFilesetAccess.h
@@ -38,8 +38,7 @@ public:
     bool                        open(const QStringList& fileSet);
     void                        close();
 
-    size_t                      numTimeSteps();
-    QStringList                 timeStepsText();
+    size_t                      timeStepCount();
     QList<QDateTime>            timeSteps();
 
     void                        resultNames(QStringList* resultNames, std::vector<size_t>* resultDataItemCounts);
diff --git a/ApplicationCode/FileInterface/RifEclipseUnifiedRestartFileAccess.cpp b/ApplicationCode/FileInterface/RifEclipseUnifiedRestartFileAccess.cpp
index 4d1c6564b1..8fecb280e2 100644
--- a/ApplicationCode/FileInterface/RifEclipseUnifiedRestartFileAccess.cpp
+++ b/ApplicationCode/FileInterface/RifEclipseUnifiedRestartFileAccess.cpp
@@ -69,23 +69,9 @@ void RifEclipseUnifiedRestartFileAccess::close()
 //--------------------------------------------------------------------------------------------------
 /// Get the number of time steps
 //--------------------------------------------------------------------------------------------------
-size_t RifEclipseUnifiedRestartFileAccess::numTimeSteps()
+size_t RifEclipseUnifiedRestartFileAccess::timeStepCount()
 {
-    QStringList timeSteps = timeStepsText();
-    return timeSteps.size();
-}
-
-//--------------------------------------------------------------------------------------------------
-/// Get the time step texts
-//--------------------------------------------------------------------------------------------------
-QStringList RifEclipseUnifiedRestartFileAccess::timeStepsText()
-{
-    CVF_ASSERT(m_ecl_file != NULL);
-
-    QStringList timeSteps;
-    RifEclipseOutputFileTools::timeStepsText(m_ecl_file, &timeSteps);
-
-    return timeSteps;
+    return timeSteps().size();
 }
 
 //--------------------------------------------------------------------------------------------------
diff --git a/ApplicationCode/FileInterface/RifEclipseUnifiedRestartFileAccess.h b/ApplicationCode/FileInterface/RifEclipseUnifiedRestartFileAccess.h
index 2079a0e363..f8188db60e 100644
--- a/ApplicationCode/FileInterface/RifEclipseUnifiedRestartFileAccess.h
+++ b/ApplicationCode/FileInterface/RifEclipseUnifiedRestartFileAccess.h
@@ -40,8 +40,7 @@ public:
     bool                        open(const QStringList& fileSet);
     void                        close();
 
-    size_t                      numTimeSteps();
-    QStringList                 timeStepsText();
+    size_t                      timeStepCount();
     QList<QDateTime>            timeSteps();
 
     void                        resultNames(QStringList* resultNames, std::vector<size_t>* resultDataItemCounts);
diff --git a/ApplicationCode/FileInterface/RifReaderEclipseOutput.cpp b/ApplicationCode/FileInterface/RifReaderEclipseOutput.cpp
index b84d2ab7f9..b050e9afce 100644
--- a/ApplicationCode/FileInterface/RifReaderEclipseOutput.cpp
+++ b/ApplicationCode/FileInterface/RifReaderEclipseOutput.cpp
@@ -413,7 +413,7 @@ bool RifReaderEclipseOutput::buildMetaData(RigReservoir* reservoir)
         m_dynamicResultsAccess->resultNames(&resultNames, &resultNamesDataItemCounts);
 
         {
-            QStringList matrixResultNames = validKeywordsForPorosityModel(resultNames, resultNamesDataItemCounts, RifReaderInterface::MATRIX_RESULTS, m_dynamicResultsAccess->numTimeSteps());
+            QStringList matrixResultNames = validKeywordsForPorosityModel(resultNames, resultNamesDataItemCounts, RifReaderInterface::MATRIX_RESULTS, m_dynamicResultsAccess->timeStepCount());
 
             for (int i = 0; i < matrixResultNames.size(); ++i)
             {
@@ -423,7 +423,7 @@ bool RifReaderEclipseOutput::buildMetaData(RigReservoir* reservoir)
         }
 
         {
-            QStringList fractureResultNames = validKeywordsForPorosityModel(resultNames, resultNamesDataItemCounts, RifReaderInterface::FRACTURE_RESULTS, m_dynamicResultsAccess->numTimeSteps());
+            QStringList fractureResultNames = validKeywordsForPorosityModel(resultNames, resultNamesDataItemCounts, RifReaderInterface::FRACTURE_RESULTS, m_dynamicResultsAccess->timeStepCount());
 
             for (int i = 0; i < fractureResultNames.size(); ++i)
             {