diff --git a/test/e2e/framework/metrics_util.go b/test/e2e/framework/metrics_util.go
index 66a6d30ee47..f21379552e4 100644
--- a/test/e2e/framework/metrics_util.go
+++ b/test/e2e/framework/metrics_util.go
@@ -134,9 +134,10 @@ var InterestingKubeletMetrics = []string{
 
 // Dashboard metrics
 type LatencyMetric struct {
-	Perc50 time.Duration `json:"Perc50"`
-	Perc90 time.Duration `json:"Perc90"`
-	Perc99 time.Duration `json:"Perc99"`
+	Perc50  time.Duration `json:"Perc50"`
+	Perc90  time.Duration `json:"Perc90"`
+	Perc99  time.Duration `json:"Perc99"`
+	Perc100 time.Duration `json:"Perc100"`
 }
 
 type PodStartupLatency struct {
@@ -450,7 +451,8 @@ func ExtractLatencyMetrics(latencies []PodLatencyData) LatencyMetric {
 	perc50 := latencies[int(math.Ceil(float64(length*50)/100))-1].Latency
 	perc90 := latencies[int(math.Ceil(float64(length*90)/100))-1].Latency
 	perc99 := latencies[int(math.Ceil(float64(length*99)/100))-1].Latency
-	return LatencyMetric{Perc50: perc50, Perc90: perc90, Perc99: perc99}
+	perc100 := latencies[length-1].Latency
+	return LatencyMetric{Perc50: perc50, Perc90: perc90, Perc99: perc99, Perc100: perc100}
 }
 
 // LogSuspiciousLatency logs metrics/docker errors from all nodes that had slow startup times
diff --git a/test/e2e_node/benchmark_util.go b/test/e2e_node/benchmark_util.go
index eb404ec0ecc..919e79e94ee 100644
--- a/test/e2e_node/benchmark_util.go
+++ b/test/e2e_node/benchmark_util.go
@@ -27,7 +27,7 @@ import (
 )
 
 const (
-	// TODO(coufon): be consistent with perf_util.go version (not exposed)
+	// TODO(coufon): be consistent with perf_util.go version
 	currentTimeSeriesVersion = "v1"
 	TimeSeriesTag            = "[Result:TimeSeries]"
 	TimeSeriesEnd            = "[Finish:TimeSeries]"
@@ -35,8 +35,8 @@ const (
 
 type NodeTimeSeries struct {
 	// value in OperationData is an array of timestamps
-	OperationData map[string][]int64         `json:"op_data,omitempty"`
-	ResourceData  map[string]*ResourceSeries `json:"resource_data,omitempty"`
+	OperationData map[string][]int64         `json:"op_series,omitempty"`
+	ResourceData  map[string]*ResourceSeries `json:"resource_series,omitempty"`
 	Labels        map[string]string          `json:"labels"`
 	Version       string                     `json:"version"`
 }
@@ -85,14 +85,15 @@ func getLatencyPerfData(latency framework.LatencyMetric, testName string) *perft
 		DataItems: []perftype.DataItem{
 			{
 				Data: map[string]float64{
-					"Perc50": float64(latency.Perc50) / 1000000,
-					"Perc90": float64(latency.Perc90) / 1000000,
-					"Perc99": float64(latency.Perc99) / 1000000,
+					"Perc50":  float64(latency.Perc50) / 1000000,
+					"Perc90":  float64(latency.Perc90) / 1000000,
+					"Perc99":  float64(latency.Perc99) / 1000000,
+					"Perc100": float64(latency.Perc100) / 1000000,
 				},
 				Unit: "ms",
 				Labels: map[string]string{
 					"datatype":    "latency",
-					"latencytype": "test-e2e",
+					"latencytype": "create-pod",
 				},
 			},
 		},
diff --git a/test/e2e_node/density_test.go b/test/e2e_node/density_test.go
index 83f44012a60..b9472eddd72 100644
--- a/test/e2e_node/density_test.go
+++ b/test/e2e_node/density_test.go
@@ -372,7 +372,7 @@ func runDensitySeqTest(f *framework.Framework, rc *ResourceCollector, testArg de
 	rc.Start()
 	defer rc.Stop()
 
-	// create pods sequentially (back-to-back)
+	// Create pods sequentially (back-to-back). e2eLags have been sorted.
 	batchlag, e2eLags := createBatchPodSequential(f, testPods)
 
 	// Log throughput data.
diff --git a/test/e2e_node/resource_collector.go b/test/e2e_node/resource_collector.go
index 9d3a396646a..79285831742 100644
--- a/test/e2e_node/resource_collector.go
+++ b/test/e2e_node/resource_collector.go
@@ -206,7 +206,7 @@ func (r resourceUsageByCPU) Swap(i, j int)      { r[i], r[j] = r[j], r[i] }
 func (r resourceUsageByCPU) Less(i, j int) bool { return r[i].CPUUsageInCores < r[j].CPUUsageInCores }
 
 // The percentiles to report.
-var percentiles = [...]float64{0.05, 0.20, 0.50, 0.70, 0.90, 0.95, 0.99}
+var percentiles = [...]float64{0.50, 0.90, 0.95, 0.99, 1.00}
 
 // GetBasicCPUStats returns the percentiles the cpu usage in cores for
 // containerName. This method examines all data currently in the buffer.