diff --git a/common/init.go b/common/init.go
index cf62f408e..6d2c3572b 100644
--- a/common/init.go
+++ b/common/init.go
@@ -137,7 +137,6 @@ func initConstantEnv() {
 	constant.GetMediaTokenNotStream = GetEnvOrDefaultBool("GET_MEDIA_TOKEN_NOT_STREAM", false)
 	constant.UpdateTask = GetEnvOrDefaultBool("UPDATE_TASK", true)
 	constant.AzureDefaultAPIVersion = GetEnvOrDefaultString("AZURE_DEFAULT_API_VERSION", "2025-04-01-preview")
-	constant.GeminiVisionMaxImageNum = GetEnvOrDefault("GEMINI_VISION_MAX_IMAGE_NUM", 16)
 	constant.NotifyLimitCount = GetEnvOrDefault("NOTIFY_LIMIT_COUNT", 2)
 	constant.NotificationLimitDurationMinute = GetEnvOrDefault("NOTIFICATION_LIMIT_DURATION_MINUTE", 10)
 	// GenerateDefaultToken 是否生成初始令牌，默认关闭。
diff --git a/constant/env.go b/constant/env.go
index 873427a7c..957f68669 100644
--- a/constant/env.go
+++ b/constant/env.go
@@ -11,7 +11,6 @@ var GetMediaTokenNotStream bool
 var UpdateTask bool
 var MaxRequestBodyMB int
 var AzureDefaultAPIVersion string
-var GeminiVisionMaxImageNum int
 var NotifyLimitCount int
 var NotificationLimitDurationMinute int
 var GenerateDefaultToken bool
diff --git a/relay/channel/gemini/relay-gemini.go b/relay/channel/gemini/relay-gemini.go
index f4a5be1af..715371c29 100644
--- a/relay/channel/gemini/relay-gemini.go
+++ b/relay/channel/gemini/relay-gemini.go
@@ -466,7 +466,6 @@ func CovertOpenAI2Gemini(c *gin.Context, textRequest dto.GeneralOpenAIRequest, i
 		}
 
 		openaiContent := message.ParseContent()
-		imageNum := 0
 		for _, part := range openaiContent {
 			if part.Type == dto.ContentTypeText {
 				if part.Text == "" {
@@ -507,10 +506,6 @@ func CovertOpenAI2Gemini(c *gin.Context, textRequest dto.GeneralOpenAIRequest, i
 					}
 					// 提取 data URL (从 "](" 后面开始，到 ")" 之前)
 					dataUrl := text[bracketIdx+2 : closeIdx]
-					imageNum += 1
-					if constant.GeminiVisionMaxImageNum != -1 && imageNum > constant.GeminiVisionMaxImageNum {
-						return nil, fmt.Errorf("too many images in the message, max allowed is %d", constant.GeminiVisionMaxImageNum)
-					}
 					format, base64String, err := service.DecodeBase64FileData(dataUrl)
 					if err != nil {
 						return nil, fmt.Errorf("decode markdown base64 image data failed: %s", err.Error())
@@ -535,11 +530,6 @@ func CovertOpenAI2Gemini(c *gin.Context, textRequest dto.GeneralOpenAIRequest, i
 					})
 				}
 			} else if part.Type == dto.ContentTypeImageURL {
-				imageNum += 1
-
-				if constant.GeminiVisionMaxImageNum != -1 && imageNum > constant.GeminiVisionMaxImageNum {
-					return nil, fmt.Errorf("too many images in the message, max allowed is %d", constant.GeminiVisionMaxImageNum)
-				}
 				// 使用统一的文件服务获取图片数据
 				var source *types.FileSource
 				imageUrl := part.GetImageMedia().Url