diff --git a/model/option.go b/model/option.go
index c749b231..030f0b54 100644
--- a/model/option.go
+++ b/model/option.go
@@ -83,15 +83,35 @@ func InitOptionMap() {
 
 func loadOptionsFromDatabase() {
 	options, _ := AllOption()
+	var oldModelRatio string
+	var oldCompletionRatio string
 	for _, option := range options {
 		if option.Key == "ModelRatio" {
+			oldModelRatio = option.Value
 			option.Value = billingratio.AddNewMissingRatio(option.Value)
 		}
+		if option.Key == "CompletionRatio" {
+			oldCompletionRatio = option.Value
+		}
 		err := updateOptionMap(option.Key, option.Value)
 		if err != nil {
 			logger.SysError("failed to update option map: " + err.Error())
 		}
 	}
+	for _, option := range options {
+		if option.Key == "Ratio" {
+			option.Value = billingratio.AddOldRatio(oldModelRatio, oldCompletionRatio)
+			err := updateOptionMap(option.Key, option.Value)
+			if err != nil {
+				logger.SysError("failed to update option map: " + err.Error())
+			}
+			err = UpdateOption(option.Key, option.Value)
+			if err != nil {
+				logger.SysError("failed to update option map: " + err.Error())
+			}
+			logger.SysLog("ratio merged")
+		}
+	}
 }
 
 func SyncOptions(frequency int) {
diff --git a/relay/billing/ratio/model.go b/relay/billing/ratio/model.go
index 80dad948..da795490 100644
--- a/relay/billing/ratio/model.go
+++ b/relay/billing/ratio/model.go
@@ -3,6 +3,7 @@ package ratio
 import (
 	"encoding/json"
 	"fmt"
+	"strconv"
 	"strings"
 
 	"github.com/songquanpeng/one-api/common/logger"
@@ -394,6 +395,58 @@ func AddNewMissingRatio(oldRatio string) string {
 	return string(jsonBytes)
 }
 
+func AddOldRatio(oldRatio string, oldCompletionRatio string) string {
+	modelRatio := make(map[string]float64)
+	if oldRatio != "" {
+		err := json.Unmarshal([]byte(oldRatio), &modelRatio)
+		if err != nil {
+			logger.SysError("error unmarshalling old ratio: " + err.Error())
+			return oldRatio
+		}
+	}
+
+	completionRatio := make(map[string]float64)
+	if oldCompletionRatio != "" {
+		err := json.Unmarshal([]byte(oldCompletionRatio), &completionRatio)
+		if err != nil {
+			logger.SysError("error unmarshalling old completion ratio: " + err.Error())
+			return oldCompletionRatio
+		}
+	}
+
+	newRatio := make(map[string]Ratio)
+
+	for k, v := range DefaultRatio {
+		if _, ok := newRatio[k]; !ok {
+			newRatio[k] = v
+		}
+	}
+
+	for k, v := range modelRatio {
+		if _, ok := DefaultRatio[k]; ok {
+			continue
+		}
+		modelName, channelType := SplitModelName(k)
+		ratio := Ratio{}
+		ratio.Input = v
+
+		if val, ok := completionRatio[k]; ok {
+			ratio.Output = v * val
+		} else {
+			ratio.Output = v * GetCompletionRatio(modelName, channelType)
+		}
+
+		newRatio[k] = ratio
+	}
+
+	jsonBytes, err := json.Marshal(newRatio)
+	if err != nil {
+		logger.SysError("error marshalling new ratio: " + err.Error())
+		return oldRatio
+	}
+	return string(jsonBytes)
+}
+
 func ModelRatio2JSONString() string {
 	jsonBytes, err := json.Marshal(ModelRatio)
 	if err != nil {
@@ -444,6 +497,18 @@ func UpdateCompletionRatioByJSONString(jsonStr string) error {
 	return json.Unmarshal([]byte(jsonStr), &CompletionRatio)
 }
 
+func SplitModelName(name string) (string, int) {
+	model := strings.Split(name, "(")
+	modelName := model[0]
+	channelType := 0
+	if len(model) > 1 {
+		if v, err := strconv.Atoi(model[1]); err == nil {
+			channelType = v
+		}
+	}
+	return modelName, channelType
+}
+
 func GetCompletionRatio(name string, channelType int) float64 {
 	if strings.HasPrefix(name, "qwen-") && strings.HasSuffix(name, "-internet") {
 		name = strings.TrimSuffix(name, "-internet")