diff --git a/Makefile b/Makefile
index b12ada5..f20217c 100644
--- a/Makefile
+++ b/Makefile
@@ -46,7 +46,7 @@ coverage: get test
 	$(GOTEST) -race -coverprofile=coverage.txt -covermode=atomic .
 
 flow-test: build-race
-	./$(BIN_NAME) -n 100000 -query "CREATE(n)" -query-ratio 1 -query "MATCH (n) RETURN n LIMIT 1" -query-ratio 2
+	./$(BIN_NAME) -n 100000 -query "CREATE(n)" -query-ratio 0.33 -query "MATCH (n) RETURN n LIMIT 1" -query-ratio 0.67
 
 release:
 	$(GOGET) github.com/mitchellh/gox
diff --git a/cli.go b/cli.go
index dac6941..2f9270e 100644
--- a/cli.go
+++ b/cli.go
@@ -20,7 +20,7 @@ func (i *arrayStringParameters) Set(value string) error {
 	return nil
 }
 
-func printFinalSummary(queries []string, queryRates []int, totalMessages uint64, duration time.Duration) {
+func printFinalSummary(queries []string, queryRates []float64, totalMessages uint64, duration time.Duration) {
 	writer := os.Stdout
 	messageRate := float64(totalMessages) / float64(duration.Seconds())
 
diff --git a/multi-query.go b/multi-query.go
index 594b358..c4a6939 100644
--- a/multi-query.go
+++ b/multi-query.go
@@ -15,9 +15,9 @@ func sample(cdf []float32) int {
 	return bucket
 }
 
-func prepareCommandsDistribution(cmds []string, cmdRates []int) (int, []float32) {
-	var totalRates int = 0
+func prepareCommandsDistribution(cmds []string, cmdRates []float64) (int, []float32) {
 	var totalDifferentCommands = len(cmds)
+	var totalRateSum = 0.0
 	var err error
 	for i, rawCmdString := range benchmarkQueries {
 		cmds[i] = rawCmdString
@@ -25,12 +25,16 @@ func prepareCommandsDistribution(cmds []string, cmdRates []int) (int, []float32)
 			cmdRates[i] = 1
 
 		} else {
-			cmdRates[i], err = strconv.Atoi(benchmarkQueryRates[i])
+			cmdRates[i], err = strconv.ParseFloat(benchmarkQueryRates[i], 64)
 			if err != nil {
 				log.Fatalf("Error while converting query-rate param %s: %v", benchmarkQueryRates[i], err)
 			}
 		}
-		totalRates += cmdRates[i]
+		totalRateSum += cmdRates[i]
+	}
+	// probability density function
+	if totalRateSum != 1.0 {
+		log.Fatalf("Total ratio should be 1.0 ( currently is %f )", totalRateSum)
 	}
 	// probability density function
 	if len(benchmarkQueryRates) > 0 && (len(benchmarkQueryRates) != len(benchmarkQueries)) {
@@ -39,7 +43,7 @@ func prepareCommandsDistribution(cmds []string, cmdRates []int) (int, []float32)
 	pdf := make([]float32, len(benchmarkQueries))
 	cdf := make([]float32, len(benchmarkQueries))
 	for i := 0; i < len(cmdRates); i++ {
-		pdf[i] = float32(cmdRates[i]) / float32(totalRates)
+		pdf[i] = float32(cmdRates[i])
 		cdf[i] = 0
 	}
 	// get cdf
diff --git a/redisgraph-bechmark-go.go b/redisgraph-bechmark-go.go
index d388f62..55a4a84 100644
--- a/redisgraph-bechmark-go.go
+++ b/redisgraph-bechmark-go.go
@@ -65,7 +65,7 @@ func main() {
 		fmt.Printf("Running in loop until you hit Ctrl+C\n")
 	}
 	queries := make([]string, len(benchmarkQueries))
-	cmdRates := make([]int, len(benchmarkQueries))
+	cmdRates := make([]float64, len(benchmarkQueries))
 	totalDifferentCommands, cdf := prepareCommandsDistribution(queries, cmdRates)
 
 	createRequiredGlobalStructs(totalDifferentCommands)
@@ -113,8 +113,8 @@ func main() {
 	testResult.FillDurationInfo(startTime, endTime, duration)
 	testResult.BenchmarkFullyRun = totalCommands == *numberRequests
 	testResult.IssuedCommands = totalCommands
-	testResult.OverallGraphInternalQuantiles = GetOverallQuantiles(queries, serverSide_PerQuery_GraphInternalTime_OverallLatencies, serverSide_AllQueries_GraphInternalTime_OverallLatencies)
-	testResult.OverallClientQuantiles = GetOverallQuantiles(queries, clientSide_PerQuery_OverallLatencies, clientSide_AllQueries_OverallLatencies)
+	testResult.OverallGraphInternalLatencies = GetOverallLatencies(queries, serverSide_PerQuery_GraphInternalTime_OverallLatencies, serverSide_AllQueries_GraphInternalTime_OverallLatencies)
+	testResult.OverallClientLatencies = GetOverallLatencies(queries, clientSide_PerQuery_OverallLatencies, clientSide_AllQueries_OverallLatencies)
 	testResult.OverallQueryRates = GetOverallRatesMap(duration, queries, clientSide_PerQuery_OverallLatencies, clientSide_AllQueries_OverallLatencies)
 	testResult.Totals = GetTotalsMap(queries, clientSide_PerQuery_OverallLatencies, clientSide_AllQueries_OverallLatencies, errorsPerQuery, totalNodesCreatedPerQuery, totalNodesDeletedPerQuery, totalLabelsAddedPerQuery, totalPropertiesSetPerQuery, totalRelationshipsCreatedPerQuery, totalRelationshipsDeletedPerQuery)
 
diff --git a/test_result.go b/test_result.go
index 3cd000a..3cd5d78 100644
--- a/test_result.go
+++ b/test_result.go
@@ -58,10 +58,10 @@ type TestResult struct {
 	OverallQueryRates map[string]interface{} `json:"OverallQueryRates"`
 
 	// Overall Client Quantiles
-	OverallClientQuantiles map[string]interface{} `json:"OverallClientQuantiles"`
+	OverallClientLatencies map[string]interface{} `json:"OverallClientLatencies"`
 
 	// Overall Graph Internal Quantiles
-	OverallGraphInternalQuantiles map[string]interface{} `json:"OverallGraphInternalQuantiles"`
+	OverallGraphInternalLatencies map[string]interface{} `json:"OverallGraphInternalLatencies"`
 
 	// Per second ( tick ) client stats
 	ClientRunTimeStats map[int64]interface{} `json:"ClientRunTimeStats"`
@@ -165,7 +165,7 @@ func calculateRateMetrics(current, prev int64, took time.Duration) (rate float64
 	return
 }
 
-func generateQuantileMap(hist *hdrhistogram.Histogram) (int64, map[string]float64) {
+func generateLatenciesMap(hist *hdrhistogram.Histogram) (int64, map[string]float64) {
 	ops := hist.TotalCount()
 	q0 := 0.0
 	q50 := 0.0
@@ -173,6 +173,7 @@ func generateQuantileMap(hist *hdrhistogram.Histogram) (int64, map[string]float6
 	q99 := 0.0
 	q999 := 0.0
 	q100 := 0.0
+	average := 0.0
 	if ops > 0 {
 		q0 = float64(hist.ValueAtQuantile(0.0)) / 10e2
 		q50 = float64(hist.ValueAtQuantile(50.0)) / 10e2
@@ -180,19 +181,20 @@ func generateQuantileMap(hist *hdrhistogram.Histogram) (int64, map[string]float6
 		q99 = float64(hist.ValueAtQuantile(99.0)) / 10e2
 		q999 = float64(hist.ValueAtQuantile(99.90)) / 10e2
 		q100 = float64(hist.ValueAtQuantile(100.0)) / 10e2
+		average = (hist.Mean() / float64(1000.0))
 	}
 
-	mp := map[string]float64{"q0": q0, "q50": q50, "q95": q95, "q99": q99, "q999": q999, "q100": q100}
+	mp := map[string]float64{"q0": q0, "q50": q50, "q95": q95, "q99": q99, "q999": q999, "q100": q100, "avg": average}
 	return ops, mp
 }
 
-func GetOverallQuantiles(cmds []string, perQueryHistograms []*hdrhistogram.Histogram, totalsHistogram *hdrhistogram.Histogram) map[string]interface{} {
+func GetOverallLatencies(cmds []string, perQueryHistograms []*hdrhistogram.Histogram, totalsHistogram *hdrhistogram.Histogram) map[string]interface{} {
 	perQueryQuantileMap := map[string]interface{}{}
 	for i, query := range cmds {
-		_, quantileMap := generateQuantileMap(perQueryHistograms[i])
+		_, quantileMap := generateLatenciesMap(perQueryHistograms[i])
 		perQueryQuantileMap[query] = quantileMap
 	}
-	_, totalMap := generateQuantileMap(totalsHistogram)
+	_, totalMap := generateLatenciesMap(totalsHistogram)
 	perQueryQuantileMap["Total"] = totalMap
 	return perQueryQuantileMap
 }