diff --git a/src/Microsoft.ML.AutoML/API/RankingExperiment.cs b/src/Microsoft.ML.AutoML/API/RankingExperiment.cs
index ea0ba735c4..f6e039c3be 100644
--- a/src/Microsoft.ML.AutoML/API/RankingExperiment.cs
+++ b/src/Microsoft.ML.AutoML/API/RankingExperiment.cs
@@ -26,10 +26,20 @@ public sealed class RankingExperimentSettings : ExperimentSettings
         /// The default value is a collection auto-populated with all possible trainers (all values of <see cref="RankingTrainer" />).
         /// </value>
         public ICollection<RankingTrainer> Trainers { get; }
+
+        /// <summary>
+        /// Maximum truncation level for computing (N)DCG
+        /// </summary>
+        /// <value>
+        /// The default value is 10.
+        /// </value>
+        public uint OptimizationMetricTruncationLevel { get; set; }
+
         public RankingExperimentSettings()
         {
             OptimizingMetric = RankingMetric.Ndcg;
             Trainers = Enum.GetValues(typeof(RankingTrainer)).OfType<RankingTrainer>().ToList();
+            OptimizationMetricTruncationLevel = 10;
         }
     }
     public enum RankingMetric
@@ -68,10 +78,11 @@ public static class RankingExperimentResultExtensions
         /// </summary>
         /// <param name="results">Enumeration of AutoML experiment run results.</param>
         /// <param name="metric">Metric to consider when selecting the best run.</param>
+        /// <param name="optimizationMetricTruncationLevel">Maximum truncation level for computing (N)DCG. Defaults to 10.</param>
         /// <returns>The best experiment run.</returns>
-        public static RunDetail<RankingMetrics> Best(this IEnumerable<RunDetail<RankingMetrics>> results, RankingMetric metric = RankingMetric.Ndcg)
+        public static RunDetail<RankingMetrics> Best(this IEnumerable<RunDetail<RankingMetrics>> results, RankingMetric metric = RankingMetric.Ndcg, uint optimizationMetricTruncationLevel = 10)
         {
-            var metricsAgent = new RankingMetricsAgent(null, metric);
+            var metricsAgent = new RankingMetricsAgent(null, metric, optimizationMetricTruncationLevel);
             var isMetricMaximizing = new OptimizingMetricInfo(metric).IsMaximizing;
             return BestResultUtil.GetBestRun(results, metricsAgent, isMetricMaximizing);
         }
@@ -81,10 +92,11 @@ public static RunDetail<RankingMetrics> Best(this IEnumerable<RunDetail<RankingM
         /// </summary>
         /// <param name="results">Enumeration of AutoML experiment cross validation run results.</param>
         /// <param name="metric">Metric to consider when selecting the best run.</param>
+        /// <param name="optimizationMetricTruncationLevel">Maximum truncation level for computing (N)DCG. Defaults to 10.</param>
         /// <returns>The best experiment run.</returns>
-        public static CrossValidationRunDetail<RankingMetrics> Best(this IEnumerable<CrossValidationRunDetail<RankingMetrics>> results, RankingMetric metric = RankingMetric.Ndcg)
+        public static CrossValidationRunDetail<RankingMetrics> Best(this IEnumerable<CrossValidationRunDetail<RankingMetrics>> results, RankingMetric metric = RankingMetric.Ndcg, uint optimizationMetricTruncationLevel = 10)
         {
-            var metricsAgent = new RankingMetricsAgent(null, metric);
+            var metricsAgent = new RankingMetricsAgent(null, metric, optimizationMetricTruncationLevel);
             var isMetricMaximizing = new OptimizingMetricInfo(metric).IsMaximizing;
             return BestResultUtil.GetBestRun(results, metricsAgent, isMetricMaximizing);
         }
@@ -103,7 +115,7 @@ public sealed class RankingExperiment : ExperimentBase<RankingMetrics, RankingEx
     {
         internal RankingExperiment(MLContext context, RankingExperimentSettings settings)
             : base(context,
-                  new RankingMetricsAgent(context, settings.OptimizingMetric),
+                  new RankingMetricsAgent(context, settings.OptimizingMetric, settings.OptimizationMetricTruncationLevel),
                   new OptimizingMetricInfo(settings.OptimizingMetric),
                   settings,
                   TaskKind.Ranking,
diff --git a/src/Microsoft.ML.AutoML/Experiment/MetricsAgents/RankingMetricsAgent.cs b/src/Microsoft.ML.AutoML/Experiment/MetricsAgents/RankingMetricsAgent.cs
index 0544a6b638..4abb8d57fb 100644
--- a/src/Microsoft.ML.AutoML/Experiment/MetricsAgents/RankingMetricsAgent.cs
+++ b/src/Microsoft.ML.AutoML/Experiment/MetricsAgents/RankingMetricsAgent.cs
@@ -2,7 +2,9 @@
 // The .NET Foundation licenses this file to you under the MIT license.
 // See the LICENSE file in the project root for more information.
 
+using System;
 using Microsoft.ML.Data;
+using Microsoft.ML.Runtime;
 
 namespace Microsoft.ML.AutoML
 {
@@ -10,11 +12,20 @@ internal class RankingMetricsAgent : IMetricsAgent<RankingMetrics>
     {
         private readonly MLContext _mlContext;
         private readonly RankingMetric _optimizingMetric;
+        private readonly uint _dcgTruncationLevel;
 
-        public RankingMetricsAgent(MLContext mlContext, RankingMetric optimizingMetric)
+        public RankingMetricsAgent(MLContext mlContext, RankingMetric metric, uint optimizationMetricTruncationLevel)
         {
             _mlContext = mlContext;
-            _optimizingMetric = optimizingMetric;
+            _optimizingMetric = metric;
+
+            if (optimizationMetricTruncationLevel <= 0)
+                throw _mlContext.ExceptUserArg(nameof(optimizationMetricTruncationLevel), "DCG Truncation Level must be greater than 0");
+
+            // We want to make sure we always report metrics for at least 10 results (e.g. NDCG@10) to the user.
+            // Producing extra results adds no measurable performance impact, so we report at least 2x of the
+            // user's requested optimization truncation level.
+            _dcgTruncationLevel = optimizationMetricTruncationLevel;
         }
 
         // Optimizing metric used: NDCG@10 and DCG@10
@@ -28,11 +39,9 @@ public double GetScore(RankingMetrics metrics)
             switch (_optimizingMetric)
             {
                 case RankingMetric.Ndcg:
-                    return (metrics.NormalizedDiscountedCumulativeGains.Count >= 10) ? metrics.NormalizedDiscountedCumulativeGains[9] :
-                        metrics.NormalizedDiscountedCumulativeGains[metrics.NormalizedDiscountedCumulativeGains.Count - 1];
+                    return metrics.NormalizedDiscountedCumulativeGains[Math.Min(metrics.NormalizedDiscountedCumulativeGains.Count, (int)_dcgTruncationLevel) - 1];
                 case RankingMetric.Dcg:
-                    return (metrics.DiscountedCumulativeGains.Count >= 10) ? metrics.DiscountedCumulativeGains[9] :
-                        metrics.DiscountedCumulativeGains[metrics.DiscountedCumulativeGains.Count-1];
+                    return metrics.DiscountedCumulativeGains[Math.Min(metrics.DiscountedCumulativeGains.Count, (int)_dcgTruncationLevel) - 1];
                 default:
                     throw MetricsAgentUtil.BuildMetricNotSupportedException(_optimizingMetric);
             }
@@ -59,7 +68,12 @@ public bool IsModelPerfect(double score)
 
         public RankingMetrics EvaluateMetrics(IDataView data, string labelColumn, string groupIdColumn)
         {
-            return _mlContext.Ranking.Evaluate(data, labelColumn, groupIdColumn);
+            var rankingEvalOptions = new RankingEvaluatorOptions
+            {
+                DcgTruncationLevel = Math.Max(10, 2 * (int)_dcgTruncationLevel)
+            };
+
+            return _mlContext.Ranking.Evaluate(data, rankingEvalOptions, labelColumn, groupIdColumn);
         }
     }
 }
diff --git a/src/Microsoft.ML.AutoML/Utils/BestResultUtil.cs b/src/Microsoft.ML.AutoML/Utils/BestResultUtil.cs
index b31aef191a..f1de5c1baf 100644
--- a/src/Microsoft.ML.AutoML/Utils/BestResultUtil.cs
+++ b/src/Microsoft.ML.AutoML/Utils/BestResultUtil.cs
@@ -35,9 +35,9 @@ public static RunDetail<MulticlassClassificationMetrics> GetBestRun(IEnumerable<
         }
 
         public static RunDetail<RankingMetrics> GetBestRun(IEnumerable<RunDetail<RankingMetrics>> results,
-            RankingMetric metric)
+            RankingMetric metric, uint dcgTruncationLevel)
         {
-            var metricsAgent = new RankingMetricsAgent(null, metric);
+            var metricsAgent = new RankingMetricsAgent(null, metric, dcgTruncationLevel);
 
             var metricInfo = new OptimizingMetricInfo(metric);
             return GetBestRun(results, metricsAgent, metricInfo.IsMaximizing);
diff --git a/src/Microsoft.ML.Data/Evaluators/RankingEvaluator.cs b/src/Microsoft.ML.Data/Evaluators/RankingEvaluator.cs
index 5d6fa8135d..876c449b34 100644
--- a/src/Microsoft.ML.Data/Evaluators/RankingEvaluator.cs
+++ b/src/Microsoft.ML.Data/Evaluators/RankingEvaluator.cs
@@ -35,7 +35,7 @@ public sealed class RankingEvaluatorOptions
         /// Maximum truncation level for computing (N)DCG
         /// </value>
         [Argument(ArgumentType.AtMostOnce, HelpText = "Maximum truncation level for computing (N)DCG", ShortName = "t")]
-        public int DcgTruncationLevel = 3;
+        public int DcgTruncationLevel = 10;
 
         /// <value>
         /// Label relevance gains
@@ -858,7 +858,7 @@ public sealed class Arguments : ArgumentsBase
             public string GroupIdColumn;
 
             [Argument(ArgumentType.AtMostOnce, HelpText = "Maximum truncation level for computing (N)DCG", ShortName = "t")]
-            public int DcgTruncationLevel = 3;
+            public int DcgTruncationLevel = 10;
 
             [Argument(ArgumentType.AtMostOnce, HelpText = "Label relevance gains", ShortName = "gains")]
             public string LabelGains = "0,3,7,15,31";
diff --git a/test/BaselineOutput/Common/Command/CommandCrossValidationKeyLabelWithFloatKeyValues-out.txt b/test/BaselineOutput/Common/Command/CommandCrossValidationKeyLabelWithFloatKeyValues-out.txt
index 3608e165c9..2a75042d84 100644
--- a/test/BaselineOutput/Common/Command/CommandCrossValidationKeyLabelWithFloatKeyValues-out.txt
+++ b/test/BaselineOutput/Common/Command/CommandCrossValidationKeyLabelWithFloatKeyValues-out.txt
@@ -4,7 +4,7 @@ Making per-feature arrays
 Changing data from row-wise to column-wise
 Processed 40 instances
 Binning and forming Feature objects
-Reserved memory for tree learner: 10764 bytes
+Reserved memory for tree learner: %Number% bytes
 Starting to train ...
 Not training a calibrator because it is not needed.
 Not adding a normalizer.
@@ -12,30 +12,72 @@ Making per-feature arrays
 Changing data from row-wise to column-wise
 Processed 32 instances
 Binning and forming Feature objects
-Reserved memory for tree learner: 6396 bytes
+Reserved memory for tree learner: %Number% bytes
 Starting to train ...
 Not training a calibrator because it is not needed.
 NDCG@1:             0.000000
 NDCG@2:             0.000000
 NDCG@3:             0.000000
+NDCG@4:             0.000000
+NDCG@5:             0.000000
+NDCG@6:             0.000000
+NDCG@7:             0.000000
+NDCG@8:             0.000000
+NDCG@9:             0.000000
+NDCG@10:            0.000000
 DCG@1:              0.000000
 DCG@2:              0.000000
 DCG@3:              0.000000
+DCG@4:              0.000000
+DCG@5:              0.000000
+DCG@6:              0.000000
+DCG@7:              0.000000
+DCG@8:              0.000000
+DCG@9:              0.000000
+DCG@10:             0.000000
 NDCG@1:             0.000000
 NDCG@2:             0.000000
 NDCG@3:             0.000000
+NDCG@4:             0.000000
+NDCG@5:             0.000000
+NDCG@6:             0.000000
+NDCG@7:             0.000000
+NDCG@8:             0.000000
+NDCG@9:             0.000000
+NDCG@10:            0.000000
 DCG@1:              0.000000
 DCG@2:              0.000000
 DCG@3:              0.000000
+DCG@4:              0.000000
+DCG@5:              0.000000
+DCG@6:              0.000000
+DCG@7:              0.000000
+DCG@8:              0.000000
+DCG@9:              0.000000
+DCG@10:             0.000000
 
 OVERALL RESULTS
 ---------------------------------------
 NDCG@1:             0.000000 (0.0000)
 NDCG@2:             0.000000 (0.0000)
 NDCG@3:             0.000000 (0.0000)
+NDCG@4:             0.000000 (0.0000)
+NDCG@5:             0.000000 (0.0000)
+NDCG@6:             0.000000 (0.0000)
+NDCG@7:             0.000000 (0.0000)
+NDCG@8:             0.000000 (0.0000)
+NDCG@9:             0.000000 (0.0000)
+NDCG@10:            0.000000 (0.0000)
 DCG@1:              0.000000 (0.0000)
 DCG@2:              0.000000 (0.0000)
 DCG@3:              0.000000 (0.0000)
+DCG@4:              0.000000 (0.0000)
+DCG@5:              0.000000 (0.0000)
+DCG@6:              0.000000 (0.0000)
+DCG@7:              0.000000 (0.0000)
+DCG@8:              0.000000 (0.0000)
+DCG@9:              0.000000 (0.0000)
+DCG@10:             0.000000 (0.0000)
 
 ---------------------------------------
 Physical memory usage(MB): %Number%
diff --git a/test/BaselineOutput/Common/Command/CommandTrainRanking-3-metrics.txt b/test/BaselineOutput/Common/Command/CommandTrainRanking-3-metrics.txt
index fa50c4435e..225a8ac776 100644
--- a/test/BaselineOutput/Common/Command/CommandTrainRanking-3-metrics.txt
+++ b/test/BaselineOutput/Common/Command/CommandTrainRanking-3-metrics.txt
@@ -1,501 +1,501 @@
-Instance	GroupId	Label	Score	NDCG@1	NDCG@2	NDCG@3	DCG@1	DCG@2	DCG@3	MaxDCG@1	MaxDCG@2	MaxDCG@3
-0	0	0	-3.498793	0	0	0	0	0	0	0	0	0
-1	0	0	0.682792664	0	0	0	0	0	0	0	0	0
-2	1	1	-0.5412219	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-3	0	1	3.84662747	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-4	2	0	-3.44287348	0	0	0	0	0	0	0	0	0
-5	0	0	0.8124549	0	0	0	0	0	0	0	0	0
-6	2	0	0.988711	0	0	0	0	0	0	0	0	0
-7	3	1	-2.341114	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-8	0	0	-3.44828677	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-9	0	0	-2.86315536	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-10	0	1	3.84662747	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-11	4	0	1.11263466	0	0	0	0	0	0	0	0	0
-12	0	0	-3.59119225	0	0	0	0	0	0	0	0	0
-13	2	0	-0.261621028	0	0	0	0	0	0	0	0	0
-14	0	1	-0.21242407	1	1	1	4.3280851226668897	7.0588028025474019	7.0588028025474019	4.3280851226668897	7.0588028025474019	7.0588028025474019
-15	0	1	1.90193081	1	1	1	4.3280851226668897	7.0588028025474019	7.0588028025474019	4.3280851226668897	7.0588028025474019	7.0588028025474019
-16	5	0	-3.5966053	0	0	0	0	0	0	0	0	0
-17	0	0	-1.77760243	0	0.38685280723454163	0.69342640361727081	0	2.7307176798805122	4.894760241213957	4.3280851226668897	7.0588028025474019	7.0588028025474019
-18	0	0	-3.015818	0	0.38685280723454163	0.69342640361727081	0	2.7307176798805122	4.894760241213957	4.3280851226668897	7.0588028025474019	7.0588028025474019
-19	0	1	0.221866757	0	0.38685280723454163	0.69342640361727081	0	2.7307176798805122	4.894760241213957	4.3280851226668897	7.0588028025474019	7.0588028025474019
-20	0	1	0.255944818	0	0.38685280723454163	0.69342640361727081	0	2.7307176798805122	4.894760241213957	4.3280851226668897	7.0588028025474019	7.0588028025474019
-21	0	0	0.821669161	0	0.38685280723454163	0.69342640361727081	0	2.7307176798805122	4.894760241213957	4.3280851226668897	7.0588028025474019	7.0588028025474019
-22	2	0	-2.10148764	0	0	0	0	0	0	0	0	0
-23	0	0	-3.350474	0	0	0	0	0	0	0	0	0
-24	0	0	-3.90653753	0	0	0	0	0	0	0	0	0
-25	3	1	3.84662747	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-26	0	0	-3.498793	0	0	0	0	0	0	0	0	0
-27	0	0	-3.57888579	0	0	0	0	0	0	0	0	0
-28	0	0	-2.86006522	0	0	0	0	0	0	0	0	0
-29	3	0	0.682792664	0	0	0	0	0	0	0	0	0
-30	5	1	3.84662747	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-31	3	0	0.629524946	0	0	0	0	0	0	0	0	0
-32	3	0	-3.87705517	0	0	0	0	0	0	0	0	0
-33	1	0	-3.350474	0	0	0	0	0	0	0	0	0
-34	0	0	-3.59119225	0	0	0	0	0	0	0	0	0
-35	2	0	-0.407363772	0	0	0	0	0	0	0	0	0
-36	1	1	1.70428145	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-37	0	0	-3.498793	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-38	0	0	-3.498793	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-39	0	0	-3.498793	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-40	0	1	2.09496927	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-41	6	1	-1.0987854	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-42	0	0	1.6549865	0	0	0	0	0	0	0	0	0
-43	0	0	-2.87437129	0	0	0	0	0	0	0	0	0
-44	5	0	-3.430567	0	0	0	0	0	0	0	0	0
-45	0	1	-0.225667357	0	0	0.5	0	0	2.1640425613334449	4.3280851226668897	4.3280851226668897	4.3280851226668897
-46	0	0	0.8879723	0	0	0.5	0	0	2.1640425613334449	4.3280851226668897	4.3280851226668897	4.3280851226668897
-47	0	0	1.25097883	0	0	0.5	0	0	2.1640425613334449	4.3280851226668897	4.3280851226668897	4.3280851226668897
-48	0	0	-0.710678756	0	0	0.5	0	0	2.1640425613334449	4.3280851226668897	4.3280851226668897	4.3280851226668897
-49	6	0	1.95283723	0	0	0	0	0	0	0	0	0
-50	0	0	-3.59119225	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-51	0	0	1.6549865	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-52	0	0	-4.01512575	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-53	0	1	3.84662747	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-54	0	0	0.629524946	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-55	0	0	-3.430567	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-56	0	0	-0.973613	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-57	1	1	1.59899592	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-58	6	1	3.84662747	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-59	0	0	1.35205162	0	0	0	0	0	0	0	0	0
-60	0	0	1.34387577	0	0	0	0	0	0	0	0	0
-61	0	0	-0.9246641	0	0	0	0	0	0	0	0	0
-62	0	0	-3.44287348	0	0	0	0	0	0	0	0	0
-63	0	0	1.35205162	0	0	0	0	0	0	0	0	0
-64	1	0	-1.1698823	0	0	0	0	0	0	0	0	0
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+487	0	0	-3.00471854	1	1	1	1	1	1	1	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
+488	0	0	-3.87705517	1	1	1	1	1	1	1	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
+489	0	0	-3.44828677	1	1	1	1	1	1	1	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
+490	0	0	1.2236464	1	1	1	1	1	1	1	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
+491	0	0	-3.29971361	1	1	1	1	1	1	1	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
+492	0	0	1.02485073	1	1	1	1	1	1	1	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
+493	0	0	-2.62804937	1	1	1	1	1	1	1	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
+494	5	0	0.8879723	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
+495	0	0	-0.261621028	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
+496	0	0	-3.430567	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
+497	0	0	0.682792664	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
+498	0	0	-2.75606227	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
+499	5	0	-0.261621028	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
diff --git a/test/BaselineOutput/Common/Command/CommandTrainRanking-3-out.txt b/test/BaselineOutput/Common/Command/CommandTrainRanking-3-out.txt
index 8737b21eac..ec32924110 100644
--- a/test/BaselineOutput/Common/Command/CommandTrainRanking-3-out.txt
+++ b/test/BaselineOutput/Common/Command/CommandTrainRanking-3-out.txt
@@ -1,17 +1,45 @@
 NDCG@1:             0.313492
 NDCG@2:             0.328916
 NDCG@3:             0.342168
+NDCG@4:             0.342168
+NDCG@5:             0.343530
+NDCG@6:             0.343158
+NDCG@7:             0.343158
+NDCG@8:             0.343537
+NDCG@9:             0.344631
+NDCG@10:            0.344631
 DCG@1:              1.356820
 DCG@2:              1.562708
 DCG@3:              1.657170
+DCG@4:              1.664567
+DCG@5:              1.677855
+DCG@6:              1.677855
+DCG@7:              1.677855
+DCG@8:              1.683273
+DCG@9:              1.693614
+DCG@10:             1.693614
 
 OVERALL RESULTS
 ---------------------------------------
 NDCG@1:             0.313492 (0.0000)
 NDCG@2:             0.328916 (0.0000)
 NDCG@3:             0.342168 (0.0000)
+NDCG@4:             0.342168 (0.0000)
+NDCG@5:             0.343530 (0.0000)
+NDCG@6:             0.343158 (0.0000)
+NDCG@7:             0.343158 (0.0000)
+NDCG@8:             0.343537 (0.0000)
+NDCG@9:             0.344631 (0.0000)
+NDCG@10:            0.344631 (0.0000)
 DCG@1:              1.356820 (0.0000)
 DCG@2:              1.562708 (0.0000)
 DCG@3:              1.657170 (0.0000)
+DCG@4:              1.664567 (0.0000)
+DCG@5:              1.677855 (0.0000)
+DCG@6:              1.677855 (0.0000)
+DCG@7:              1.677855 (0.0000)
+DCG@8:              1.683273 (0.0000)
+DCG@9:              1.693614 (0.0000)
+DCG@10:             1.693614 (0.0000)
 
 ---------------------------------------
diff --git a/test/BaselineOutput/Common/Command/CommandTrainRanking-4-out.txt b/test/BaselineOutput/Common/Command/CommandTrainRanking-4-out.txt
index 8737b21eac..ec32924110 100644
--- a/test/BaselineOutput/Common/Command/CommandTrainRanking-4-out.txt
+++ b/test/BaselineOutput/Common/Command/CommandTrainRanking-4-out.txt
@@ -1,17 +1,45 @@
 NDCG@1:             0.313492
 NDCG@2:             0.328916
 NDCG@3:             0.342168
+NDCG@4:             0.342168
+NDCG@5:             0.343530
+NDCG@6:             0.343158
+NDCG@7:             0.343158
+NDCG@8:             0.343537
+NDCG@9:             0.344631
+NDCG@10:            0.344631
 DCG@1:              1.356820
 DCG@2:              1.562708
 DCG@3:              1.657170
+DCG@4:              1.664567
+DCG@5:              1.677855
+DCG@6:              1.677855
+DCG@7:              1.677855
+DCG@8:              1.683273
+DCG@9:              1.693614
+DCG@10:             1.693614
 
 OVERALL RESULTS
 ---------------------------------------
 NDCG@1:             0.313492 (0.0000)
 NDCG@2:             0.328916 (0.0000)
 NDCG@3:             0.342168 (0.0000)
+NDCG@4:             0.342168 (0.0000)
+NDCG@5:             0.343530 (0.0000)
+NDCG@6:             0.343158 (0.0000)
+NDCG@7:             0.343158 (0.0000)
+NDCG@8:             0.343537 (0.0000)
+NDCG@9:             0.344631 (0.0000)
+NDCG@10:            0.344631 (0.0000)
 DCG@1:              1.356820 (0.0000)
 DCG@2:              1.562708 (0.0000)
 DCG@3:              1.657170 (0.0000)
+DCG@4:              1.664567 (0.0000)
+DCG@5:              1.677855 (0.0000)
+DCG@6:              1.677855 (0.0000)
+DCG@7:              1.677855 (0.0000)
+DCG@8:              1.683273 (0.0000)
+DCG@9:              1.693614 (0.0000)
+DCG@10:             1.693614 (0.0000)
 
 ---------------------------------------
diff --git a/test/BaselineOutput/Common/Command/CommandTrainRanking-5-out.txt b/test/BaselineOutput/Common/Command/CommandTrainRanking-5-out.txt
index 385bda1fad..85e011737f 100644
--- a/test/BaselineOutput/Common/Command/CommandTrainRanking-5-out.txt
+++ b/test/BaselineOutput/Common/Command/CommandTrainRanking-5-out.txt
@@ -11,18 +11,46 @@ Not training a calibrator because it is not needed.
 NDCG@1:             0.313492
 NDCG@2:             0.328916
 NDCG@3:             0.342168
+NDCG@4:             0.342168
+NDCG@5:             0.343530
+NDCG@6:             0.343158
+NDCG@7:             0.343158
+NDCG@8:             0.343537
+NDCG@9:             0.344631
+NDCG@10:            0.344631
 DCG@1:              1.356820
 DCG@2:              1.562708
 DCG@3:              1.657170
+DCG@4:              1.664567
+DCG@5:              1.677855
+DCG@6:              1.677855
+DCG@7:              1.677855
+DCG@8:              1.683273
+DCG@9:              1.693614
+DCG@10:             1.693614
 
 OVERALL RESULTS
 ---------------------------------------
 NDCG@1:             0.313492 (0.0000)
 NDCG@2:             0.328916 (0.0000)
 NDCG@3:             0.342168 (0.0000)
+NDCG@4:             0.342168 (0.0000)
+NDCG@5:             0.343530 (0.0000)
+NDCG@6:             0.343158 (0.0000)
+NDCG@7:             0.343158 (0.0000)
+NDCG@8:             0.343537 (0.0000)
+NDCG@9:             0.344631 (0.0000)
+NDCG@10:            0.344631 (0.0000)
 DCG@1:              1.356820 (0.0000)
 DCG@2:              1.562708 (0.0000)
 DCG@3:              1.657170 (0.0000)
+DCG@4:              1.664567 (0.0000)
+DCG@5:              1.677855 (0.0000)
+DCG@6:              1.677855 (0.0000)
+DCG@7:              1.677855 (0.0000)
+DCG@8:              1.683273 (0.0000)
+DCG@9:              1.693614 (0.0000)
+DCG@10:             1.693614 (0.0000)
 
 ---------------------------------------
 Physical memory usage(MB): %Number%
diff --git a/test/BaselineOutput/Common/Command/CommandTrainRanking-gsummary2.txt b/test/BaselineOutput/Common/Command/CommandTrainRanking-gsummary2.txt
index 139f4dcd37..0f7a7f26a2 100644
--- a/test/BaselineOutput/Common/Command/CommandTrainRanking-gsummary2.txt
+++ b/test/BaselineOutput/Common/Command/CommandTrainRanking-gsummary2.txt
@@ -1,253 +1,253 @@
-GroupId	NDCG@1	NDCG@2	NDCG@3	DCG@1	DCG@2	DCG@3	MaxDCG@1	MaxDCG@2	MaxDCG@3
-0	0	0	0	0	0	0	0	0	0
-1	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-0	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-2	0	0	0	0	0	0	0	0	0
-0	0	0	0	0	0	0	0	0	0
-2	0	0	0	0	0	0	0	0	0
-3	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-0	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-4	0	0	0	0	0	0	0	0	0
-0	0	0	0	0	0	0	0	0	0
-2	0	0	0	0	0	0	0	0	0
-0	1	1	1	4.3280851226668897	7.0588028025474019	7.0588028025474019	4.3280851226668897	7.0588028025474019	7.0588028025474019
-5	0	0	0	0	0	0	0	0	0
-0	0	0.38685280723454163	0.69342640361727081	0	2.7307176798805122	4.894760241213957	4.3280851226668897	7.0588028025474019	7.0588028025474019
-2	0	0	0	0	0	0	0	0	0
-0	0	0	0	0	0	0	0	0	0
-3	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-0	0	0	0	0	0	0	0	0	0
-3	0	0	0	0	0	0	0	0	0
-5	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-3	0	0	0	0	0	0	0	0	0
-1	0	0	0	0	0	0	0	0	0
-0	0	0	0	0	0	0	0	0	0
-2	0	0	0	0	0	0	0	0	0
-1	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-0	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-6	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-0	0	0	0	0	0	0	0	0	0
-5	0	0	0	0	0	0	0	0	0
-0	0	0	0.5	0	0	2.1640425613334449	4.3280851226668897	4.3280851226668897	4.3280851226668897
-6	0	0	0	0	0	0	0	0	0
-0	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-1	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-6	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-0	0	0	0	0	0	0	0	0	0
-1	0	0	0	0	0	0	0	0	0
-0	0	0	0	0	0	0	0	0	0
-6	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-0	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-2	0	0	0	0	0	0	0	0	0
-0	0	0	0	0	0	0	0	0	0
-6	0	0	0	0	0	0	0	0	0
-0	0	0	0	0	0	0	0	0	0
-6	0	0	0	0	0	0	0	0	0
-0	0	0	0	0	0	0	0	0	0
-6	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-3	0	0	0	0	0	0	0	0	0
-0	0	0	0	0	0	0	0	0	0
-4	0	0	0	0	0	0	0	0	0
-0	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-4	0	0	0	0	0	0	0	0	0
-2	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-0	0	0	0	0	0	0	0	0	0
-4	0	0	0	0	0	0	0	0	0
-0	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-4	0	0	0	0	0	0	0	0	0
-0	0	0.63092975357145753	0.63092975357145753	0	2.7307176798805122	2.7307176798805122	4.3280851226668897	4.3280851226668897	4.3280851226668897
-2	0	0	0	0	0	0	0	0	0
-0	0	0	0	0	0	0	0	0	0
-3	0	0	0	0	0	0	0	0	0
-1	0	0	0	0	0	0	0	0	0
-0	0	0	0	0	0	0	0	0	0
-1	0	0	0	0	0	0	0	0	0
-0	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
-2	0	0	0	0	0	0	0	0	0
-0	0	0.63092975357145753	0.63092975357145753	0	2.7307176798805122	2.7307176798805122	4.3280851226668897	4.3280851226668897	4.3280851226668897
-1	0	0	0	0	0	0	0	0	0
-0	0	0	0	0	0	0	0	0	0
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+5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
+0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
+3	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
+5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
+4	1	1	1	1	1	1	1	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
+0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
+2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
+5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
+0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
+4	1	1	1	1	1	1	1	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
+0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
+3	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
+0	1	1	1	1	1	1	1	1	1	1	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897	4.3280851226668897
+5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
+0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
+5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
diff --git a/test/BaselineOutput/Common/Command/CommandTrainRanking-summary1.txt b/test/BaselineOutput/Common/Command/CommandTrainRanking-summary1.txt
index 48231c28cf..7dbf05b85c 100644
--- a/test/BaselineOutput/Common/Command/CommandTrainRanking-summary1.txt
+++ b/test/BaselineOutput/Common/Command/CommandTrainRanking-summary1.txt
@@ -1,8 +1,8 @@
 #@ TextLoader{
 #@   header+
 #@   sep=tab
-#@   col=NDCG:R8:0-2
-#@   col=DCG:R8:3-5
+#@   col=NDCG:R8:0-9
+#@   col=DCG:R8:10-19
 #@ }
-NDCG@1	NDCG@2	NDCG@3	DCG@1	DCG@2	DCG@3
-0.313492063492063	0.328916188916143	0.34216794121097	1.3568203360741444	1.5627077801921194	1.6571699554884201
+NDCG@1	NDCG@2	NDCG@3	NDCG@4	NDCG@5	NDCG@6	NDCG@7	NDCG@8	NDCG@9	NDCG@10	DCG@1	DCG@2	DCG@3	DCG@4	DCG@5	DCG@6	DCG@7	DCG@8	DCG@9	DCG@10
+0.31349206349206349	0.32891618891614288	0.34216794121096977	0.34216794121096977	0.34352980767139141	0.34315819390095437	0.34315819390095437	0.34353700514337288	0.34463092617513091	0.34463092617513091	1.3568203360741444	1.5627077801921194	1.6571699554884201	1.6645667999474634	1.6778551481986836	1.6778551481986836	1.6778551481986836	1.6832732388333671	1.6936135836405872	1.6936135836405872
diff --git a/test/BaselineOutput/Common/EntryPoints/core_manifest.json b/test/BaselineOutput/Common/EntryPoints/core_manifest.json
index ba9cffb88a..429ff6bb78 100644
--- a/test/BaselineOutput/Common/EntryPoints/core_manifest.json
+++ b/test/BaselineOutput/Common/EntryPoints/core_manifest.json
@@ -2783,7 +2783,7 @@
           "Required": false,
           "SortOrder": 150.0,
           "IsNullable": false,
-          "Default": 3
+          "Default": 10
         },
         {
           "Name": "LabelGains",
@@ -30844,4 +30844,4 @@
       ]
     }
   ]
-}
+}
\ No newline at end of file
diff --git a/test/Microsoft.ML.AutoML.Tests/AutoFitTests.cs b/test/Microsoft.ML.AutoML.Tests/AutoFitTests.cs
index 14771bb329..d652829119 100644
--- a/test/Microsoft.ML.AutoML.Tests/AutoFitTests.cs
+++ b/test/Microsoft.ML.AutoML.Tests/AutoFitTests.cs
@@ -173,8 +173,13 @@ public void AutoFitRankingTest()
             trainDataView = mlContext.Data.SkipRows(trainDataView, 500);
 
             // STEP 2: Run AutoML experiment
+            var settings = new RankingExperimentSettings()
+            {
+                MaxExperimentTimeInSeconds = 5,
+                OptimizationMetricTruncationLevel = 3
+            };
             var experiment = mlContext.Auto()
-                .CreateRankingExperiment(5);
+                .CreateRankingExperiment(settings);
 
             ExperimentResult<RankingMetrics>[] experimentResults =
             {
@@ -198,6 +203,9 @@ public void AutoFitRankingTest()
             for (int i = 0; i < experimentResults.Length; i++)
             {
                 RunDetail<RankingMetrics> bestRun = experimentResults[i].BestRun;
+                // The user requested 3, but we always return at least 10.
+                Assert.Equal(10, bestRun.ValidationMetrics.DiscountedCumulativeGains.Count);
+                Assert.Equal(10, bestRun.ValidationMetrics.NormalizedDiscountedCumulativeGains.Count);
                 Assert.True(experimentResults[i].RunDetails.Count() > 0);
                 Assert.NotNull(bestRun.ValidationMetrics);
                 Assert.True(bestRun.ValidationMetrics.NormalizedDiscountedCumulativeGains.Last() > 0.4);
diff --git a/test/Microsoft.ML.AutoML.Tests/MetricsAgentsTests.cs b/test/Microsoft.ML.AutoML.Tests/MetricsAgentsTests.cs
index 72b8d33bee..69e70f0465 100644
--- a/test/Microsoft.ML.AutoML.Tests/MetricsAgentsTests.cs
+++ b/test/Microsoft.ML.AutoML.Tests/MetricsAgentsTests.cs
@@ -127,14 +127,14 @@ public void RankingMetricsGetScoreTest()
             double[] ndcg = { 0.2, 0.3, 0.4 };
             double[] dcg = { 0.2, 0.3, 0.4 };
             var metrics = MetricsUtil.CreateRankingMetrics(dcg, ndcg);
-            Assert.Equal(0.4, GetScore(metrics, RankingMetric.Dcg));
-            Assert.Equal(0.4, GetScore(metrics, RankingMetric.Ndcg));
+            Assert.Equal(0.4, GetScore(metrics, RankingMetric.Dcg, 3));
+            Assert.Equal(0.4, GetScore(metrics, RankingMetric.Ndcg, 3));
 
             double[] largeNdcg = { 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.85, 0.9, 0.95 };
             double[] largeDcg = { 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.85, 0.9, 0.95 };
             metrics = MetricsUtil.CreateRankingMetrics(largeDcg, largeNdcg);
-            Assert.Equal(0.9, GetScore(metrics, RankingMetric.Dcg));
-            Assert.Equal(0.9, GetScore(metrics, RankingMetric.Ndcg));
+            Assert.Equal(0.3, GetScore(metrics, RankingMetric.Dcg, 3));
+            Assert.Equal(0.3, GetScore(metrics, RankingMetric.Ndcg, 3));
         }
 
         [Fact]
@@ -143,8 +143,8 @@ public void RankingMetricsNonPerfectTest()
             double[] ndcg = { 0.2, 0.3, 0.4 };
             double[] dcg = { 0.2, 0.3, 0.4 };
             var metrics = MetricsUtil.CreateRankingMetrics(dcg, ndcg);
-            Assert.False(IsPerfectModel(metrics, RankingMetric.Dcg));
-            Assert.False(IsPerfectModel(metrics, RankingMetric.Ndcg));
+            Assert.False(IsPerfectModel(metrics, RankingMetric.Dcg, 3));
+            Assert.False(IsPerfectModel(metrics, RankingMetric.Ndcg, 3));
         }
 
         [Fact]
@@ -153,8 +153,8 @@ public void RankingMetricsPerfectTest()
             double[] ndcg = { 0.2, 0.3, 1 };
             double[] dcg = { 0.2, 0.3, 1 };
             var metrics = MetricsUtil.CreateRankingMetrics(dcg, ndcg);
-            Assert.False(IsPerfectModel(metrics, RankingMetric.Dcg)); //REVIEW: No true Perfect model
-            Assert.True(IsPerfectModel(metrics, RankingMetric.Ndcg));
+            Assert.False(IsPerfectModel(metrics, RankingMetric.Dcg, 3)); //REVIEW: No true Perfect model
+            Assert.True(IsPerfectModel(metrics, RankingMetric.Ndcg, 3));
         }
 
         [Fact]
@@ -162,7 +162,7 @@ public void ThrowNotSupportedMetricException()
         {
             var ex = MetricsAgentUtil.BuildMetricNotSupportedException(BinaryClassificationMetric.Accuracy);
             Assert.Equal(typeof(NotSupportedException), ex.GetType());
-        }        
+        }
 
         private static double GetScore(BinaryClassificationMetrics metrics, BinaryClassificationMetric metric)
         {
@@ -179,9 +179,9 @@ private static double GetScore(RegressionMetrics metrics, RegressionMetric metri
             return new RegressionMetricsAgent(null, metric).GetScore(metrics);
         }
 
-        private static double GetScore(RankingMetrics metrics, RankingMetric metric)
+        private static double GetScore(RankingMetrics metrics, RankingMetric metric, uint dcgTruncationLevel)
         {
-            return new RankingMetricsAgent(null, metric).GetScore(metrics);
+            return new RankingMetricsAgent(null, metric, dcgTruncationLevel).GetScore(metrics);
         }
 
         private static bool IsPerfectModel(BinaryClassificationMetrics metrics, BinaryClassificationMetric metric)
@@ -202,9 +202,9 @@ private static bool IsPerfectModel(RegressionMetrics metrics, RegressionMetric m
             return IsPerfectModel(metricsAgent, metrics);
         }
 
-        private static bool IsPerfectModel(RankingMetrics metrics, RankingMetric metric)
+        private static bool IsPerfectModel(RankingMetrics metrics, RankingMetric metric, uint dcgTruncationLevel)
         {
-            var metricsAgent = new RankingMetricsAgent(null, metric);
+            var metricsAgent = new RankingMetricsAgent(null, metric, dcgTruncationLevel);
             return IsPerfectModel(metricsAgent, metrics);
         }
 
diff --git a/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs b/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs
index 4bca373ad7..c58531fa0d 100644
--- a/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs
+++ b/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs
@@ -6888,10 +6888,17 @@ void RankingWithColumnIdEntryPoint()
 
                 // Since we used a toy dataset, we won't worry much about comparing actual
                 // Double values of the result. Simply check that we get results.
-                Assert.Equal(3, ndcgArray.Length);
+                Assert.Equal(10, ndcgArray.Length);
                 Assert.True(ndcgArray[0] > 0);
                 Assert.True(ndcgArray[1] > 0);
-                Assert.True(ndcgArray[2] > 0);
+                Assert.True(ndcgArray[2] > 0);                
+                Assert.True(ndcgArray[3] > 0);
+                Assert.True(ndcgArray[4] > 0);
+                Assert.True(ndcgArray[5] > 0);                
+                Assert.True(ndcgArray[6] > 0);
+                Assert.True(ndcgArray[7] > 0);
+                Assert.True(ndcgArray[8] > 0);
+                Assert.True(ndcgArray[9] > 0);
             }
         }
     }
diff --git a/test/Microsoft.ML.Tests/PermutationFeatureImportanceTests.cs b/test/Microsoft.ML.Tests/PermutationFeatureImportanceTests.cs
index 7b5772eb01..1e901550e7 100644
--- a/test/Microsoft.ML.Tests/PermutationFeatureImportanceTests.cs
+++ b/test/Microsoft.ML.Tests/PermutationFeatureImportanceTests.cs
@@ -469,6 +469,10 @@ public void TestPfiRankingOnDenseFeatures(bool saveModel)
 
                 var loadedModel = ML.Model.Load(modelAndSchemaPath, out var schema);
                 var castedModel = loadedModel as RankingPredictionTransformer<FastTreeRankingModelParameters>;
+
+                // Saving and Loading the model cause the internal random state to change, so we reset the seed
+                // here so help the tests pass.
+                ML = new MLContext(0);
                 pfi = ML.Ranking.PermutationFeatureImportance(castedModel, data);
             }
             else