diff --git a/opm/simulators/timestepping/ConvergenceReport.hpp b/opm/simulators/timestepping/ConvergenceReport.hpp
index d51ccd8d4..38692d9e2 100644
--- a/opm/simulators/timestepping/ConvergenceReport.hpp
+++ b/opm/simulators/timestepping/ConvergenceReport.hpp
@@ -191,6 +191,43 @@ namespace Opm
             std::string well_name_ {};
         };
 
+        class WellConvergenceMetric
+        {
+        public:
+            // Default constructor needed for object serialisation.  Don't
+            // use this for anything else.
+            WellConvergenceMetric() = default;
+
+            WellConvergenceMetric(WellFailure::Type t, Severity s, int phase, double value, const std::string& well_name)
+                : type_(t), severity_(s), phase_(phase), value_(value), well_name_(well_name)
+            {}
+
+            WellFailure::Type type() const { return type_; }
+            Severity severity() const { return severity_; }
+            int phase() const { return phase_; }
+            double value() const { return value_; }
+            const std::string& wellName() const { return well_name_; }
+
+            template <typename Serializer>
+            void serializeOp(Serializer& serializer)
+            {
+                serializer(this->type_);
+                serializer(this->severity_);
+                serializer(this->phase_);
+                serializer(this->value_);
+                serializer(this->well_name_);
+            }
+
+        private:
+            // Note to maintainers: If you change this list of data members,
+            // then please update serializeOp() accordingly.
+            WellFailure::Type type_ { WellFailure::Type::Invalid };
+            Severity severity_ { Severity::None };
+            int phase_ { -1 };
+            double value_ { 0.0 };
+            std::string well_name_ {};
+        };
+
         // ----------- Mutating member functions -----------
 
         ConvergenceReport()
@@ -231,6 +268,12 @@ namespace Opm
             this->res_convergence_.emplace_back(std::forward<Args>(args)...);
         }
 
+        template <typename... Args>
+        void setWellConvergenceMetric(Args&&... args)
+        {
+            this->well_convergence_.emplace_back(std::forward<Args>(args)...);
+        }
+
         void setWellGroupTargetsViolated(const bool wellGroupTargetsViolated)
         {
             wellGroupTargetsViolated_ = wellGroupTargetsViolated;
@@ -250,6 +293,7 @@ namespace Opm
             res_failures_.insert(res_failures_.end(), other.res_failures_.begin(), other.res_failures_.end());
             well_failures_.insert(well_failures_.end(), other.well_failures_.begin(), other.well_failures_.end());
             res_convergence_.insert(res_convergence_.end(), other.res_convergence_.begin(), other.res_convergence_.end());
+            well_convergence_.insert(well_convergence_.end(), other.well_convergence_.begin(), other.well_convergence_.end());
             assert(reservoirFailed() != res_failures_.empty());
             assert(wellFailed() != well_failures_.empty());
             wellGroupTargetsViolated_ = (wellGroupTargetsViolated_ || other.wellGroupTargetsViolated_);
@@ -316,6 +360,11 @@ namespace Opm
             return well_failures_;
         }
 
+        const std::vector<WellConvergenceMetric>& wellConvergence() const
+        {
+            return well_convergence_;
+        }
+
         const PenaltyCard& getPenaltyCard() const
         {
             return penaltyCard_;
@@ -360,6 +409,7 @@ namespace Opm
             serializer(this->res_failures_);
             serializer(this->well_failures_);
             serializer(this->res_convergence_);
+            serializer(this->well_convergence_);
             serializer(this->wellGroupTargetsViolated_);
             serializer(this->cnvPvSplit_);
             serializer(this->eligiblePoreVolume_);
@@ -375,6 +425,7 @@ namespace Opm
         std::vector<ReservoirFailure> res_failures_;
         std::vector<WellFailure> well_failures_;
         std::vector<ReservoirConvergenceMetric> res_convergence_;
+        std::vector<WellConvergenceMetric> well_convergence_;
         bool wellGroupTargetsViolated_;
         CnvPvSplit cnvPvSplit_{};
         double eligiblePoreVolume_{};
diff --git a/opm/simulators/wells/StandardWellEval.cpp b/opm/simulators/wells/StandardWellEval.cpp
index d29c59e47..5dab4b5d1 100644
--- a/opm/simulators/wells/StandardWellEval.cpp
+++ b/opm/simulators/wells/StandardWellEval.cpp
@@ -134,13 +134,20 @@ getWellConvergence(const WellState<Scalar>& well_state,
 
         if (std::isnan(well_flux_residual[compIdx])) {
             report.setWellFailed({type, CR::Severity::NotANumber, compIdx, baseif_.name()});
+            report.setWellConvergenceMetric(type, CR::Severity::NotANumber, compIdx, well_flux_residual[compIdx], baseif_.name());
         } else if (well_flux_residual[compIdx] > maxResidualAllowed) {
             report.setWellFailed({type, CR::Severity::TooLarge, compIdx, baseif_.name()});
+            report.setWellConvergenceMetric(type, CR::Severity::TooLarge, compIdx, well_flux_residual[compIdx], baseif_.name());
         } else if (!relax_tolerance && well_flux_residual[compIdx] > tol_wells) {
             report.setWellFailed({type, CR::Severity::Normal, compIdx, baseif_.name()});
+            report.setWellConvergenceMetric(type, CR::Severity::Normal, compIdx, well_flux_residual[compIdx], baseif_.name());
         } else if (well_flux_residual[compIdx] > relaxed_tolerance_flow) {
             report.setWellFailed({type, CR::Severity::Normal, compIdx, baseif_.name()});
+            report.setWellConvergenceMetric(type, CR::Severity::Normal, compIdx, well_flux_residual[compIdx], baseif_.name());
+        } else {
+            report.setWellConvergenceMetric(CR::WellFailure::Type::Invalid, CR::Severity::None, compIdx, well_flux_residual[compIdx], baseif_.name());
         }
+
     }
 
     WellConvergence(baseif_).