diff --git a/src/main/kotlin/kr/co/vividnext/sodalive/admin/calculate/AdminCalculateQueryRepository.kt b/src/main/kotlin/kr/co/vividnext/sodalive/admin/calculate/AdminCalculateQueryRepository.kt
index d6aa125..499da25 100644
--- a/src/main/kotlin/kr/co/vividnext/sodalive/admin/calculate/AdminCalculateQueryRepository.kt
+++ b/src/main/kotlin/kr/co/vividnext/sodalive/admin/calculate/AdminCalculateQueryRepository.kt
@@ -71,8 +71,8 @@ class AdminCalculateQueryRepository(private val queryFactory: JPAQueryFactory) {
                     .and(order.createdAt.goe(startDate))
                     .and(order.createdAt.loe(endDate))
             )
-            .groupBy(audioContent.id, order.type, order.createdAt, order.can)
-            .orderBy(member.id.desc(), orderFormattedDate.desc())
+            .groupBy(audioContent.id, order.type, orderFormattedDate, order.can)
+            .orderBy(member.id.desc(), orderFormattedDate.desc(), audioContent.id.asc())
             .fetch()
     }
 
diff --git a/src/main/kotlin/kr/co/vividnext/sodalive/admin/calculate/AdminCalculateService.kt b/src/main/kotlin/kr/co/vividnext/sodalive/admin/calculate/AdminCalculateService.kt
index fdaa535..6fd3d8c 100644
--- a/src/main/kotlin/kr/co/vividnext/sodalive/admin/calculate/AdminCalculateService.kt
+++ b/src/main/kotlin/kr/co/vividnext/sodalive/admin/calculate/AdminCalculateService.kt
@@ -2,7 +2,9 @@ package kr.co.vividnext.sodalive.admin.calculate
 
 import kr.co.vividnext.sodalive.can.use.CanUsage
 import kr.co.vividnext.sodalive.content.order.OrderType
+import org.springframework.cache.annotation.Cacheable
 import org.springframework.stereotype.Service
+import org.springframework.transaction.annotation.Transactional
 import java.time.LocalDate
 import java.time.ZoneId
 import java.time.format.DateTimeFormatter
@@ -72,6 +74,11 @@ class AdminCalculateService(private val repository: AdminCalculateQueryRepositor
             .toList()
     }
 
+    @Transactional(readOnly = true)
+    @Cacheable(
+        cacheNames = ["cache_ttl_3_hours"],
+        key = "'calculateContent:' + " + "#startDateStr + ':' + #endDateStr"
+    )
     fun getCalculateContentList(startDateStr: String, endDateStr: String): List<GetCalculateContentResponse> {
         val dateTimeFormatter = DateTimeFormatter.ofPattern("yyyy-MM-dd")
         val startDate = LocalDate.parse(startDateStr, dateTimeFormatter).atTime(0, 0, 0)
diff --git a/src/main/kotlin/kr/co/vividnext/sodalive/configs/RedisConfig.kt b/src/main/kotlin/kr/co/vividnext/sodalive/configs/RedisConfig.kt
index ef18036..5b0ec53 100644
--- a/src/main/kotlin/kr/co/vividnext/sodalive/configs/RedisConfig.kt
+++ b/src/main/kotlin/kr/co/vividnext/sodalive/configs/RedisConfig.kt
@@ -64,6 +64,14 @@ class RedisConfig(
                     GenericJackson2JsonRedisSerializer()
                 )
             )
+        cacheConfigMap["cache_ttl_3_hours"] = RedisCacheConfiguration.defaultCacheConfig()
+            .entryTtl(Duration.ofHours(3))
+            .serializeKeysWith(RedisSerializationContext.SerializationPair.fromSerializer(StringRedisSerializer()))
+            .serializeValuesWith(
+                RedisSerializationContext.SerializationPair.fromSerializer(
+                    GenericJackson2JsonRedisSerializer()
+                )
+            )
 
         return RedisCacheManager.builder(redisConnectionFactory)
             .cacheDefaults(defaultCacheConfig)