diff --git a/relay/compatible_handler.go b/relay/compatible_handler.go
index 6c36f83d2..1a534f588 100644
--- a/relay/compatible_handler.go
+++ b/relay/compatible_handler.go
@@ -335,6 +335,7 @@ func postConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, usage
 
 	var audioInputQuota decimal.Decimal
 	var audioInputPrice float64
+	isClaudeUsageSemantic := relayInfo.ChannelType == constant.ChannelTypeAnthropic
 	if !relayInfo.PriceData.UsePrice {
 		baseTokens := dPromptTokens
 		// 减去 cached tokens
@@ -342,14 +343,14 @@ func postConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, usage
 		// OpenAI/OpenRouter 等 API 的 prompt_tokens 包含缓存 tokens，需要减去
 		var cachedTokensWithRatio decimal.Decimal
 		if !dCacheTokens.IsZero() {
-			if relayInfo.ChannelType != constant.ChannelTypeAnthropic {
+			if !isClaudeUsageSemantic {
 				baseTokens = baseTokens.Sub(dCacheTokens)
 			}
 			cachedTokensWithRatio = dCacheTokens.Mul(dCacheRatio)
 		}
 		var dCachedCreationTokensWithRatio decimal.Decimal
 		if !dCachedCreationTokens.IsZero() {
-			if relayInfo.ChannelType != constant.ChannelTypeAnthropic {
+			if !isClaudeUsageSemantic {
 				baseTokens = baseTokens.Sub(dCachedCreationTokens)
 			}
 			dCachedCreationTokensWithRatio = dCachedCreationTokens.Mul(dCachedCreationRatio)
@@ -459,6 +460,11 @@ func postConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, usage
 	}
 	logContent := strings.Join(extraContent, ", ")
 	other := service.GenerateTextOtherInfo(ctx, relayInfo, modelRatio, groupRatio, completionRatio, cacheTokens, cacheRatio, modelPrice, relayInfo.PriceData.GroupRatioInfo.GroupSpecialRatio)
+	// For chat-based calls to the Claude model, tagging is required. Using Claude's rendering logs, the two approaches handle input rendering differently.
+	if isClaudeUsageSemantic {
+		other["claude"] = true
+		other["usage_semantic"] = "anthropic"
+	}
 	if imageTokens != 0 {
 		other["image"] = true
 		other["image_ratio"] = imageRatio