diff --git a/engine/servers/qdrant-billion-scale/docker-compose.yaml b/engine/servers/qdrant-billion-scale/docker-compose.yaml
index 723a76b68..e2c654382 100644
--- a/engine/servers/qdrant-billion-scale/docker-compose.yaml
+++ b/engine/servers/qdrant-billion-scale/docker-compose.yaml
@@ -2,7 +2,7 @@ version: '3.7'
 
 services:
   qdrant_bench:
-    image: qdrant/qdrant:${QDRANT_VERSION:-v1.11.0}
+    image: qdrant/qdrant:${QDRANT_VERSION:-v1.16.0}
     ports:
       - "6333:6333"
       - "6334:6334"
diff --git a/engine/servers/qdrant-cluster-mode/docker-compose.yaml b/engine/servers/qdrant-cluster-mode/docker-compose.yaml
index cd3adf26e..23464a545 100644
--- a/engine/servers/qdrant-cluster-mode/docker-compose.yaml
+++ b/engine/servers/qdrant-cluster-mode/docker-compose.yaml
@@ -2,7 +2,7 @@ version: "3.7"
 
 services:
   qdrant-node-0:
-    image: qdrant/qdrant:${QDRANT_VERSION:-v1.11.0}
+    image: qdrant/qdrant:${QDRANT_VERSION:-v1.16.0}
     environment:
       - QDRANT__SERVICE__GRPC_PORT=6334
       - QDRANT__CLUSTER__ENABLED=true
@@ -18,7 +18,7 @@ services:
 
 
   qdrant-node-1:
-    image: qdrant/qdrant:${QDRANT_VERSION:-v1.11.0}
+    image: qdrant/qdrant:${QDRANT_VERSION:-v1.16.0}
     environment:
       - QDRANT__SERVICE__GRPC_PORT=6334
       - QDRANT__CLUSTER__ENABLED=true
@@ -36,7 +36,7 @@ services:
 
 
   qdrant-node-2:
-    image: qdrant/qdrant:${QDRANT_VERSION:-v1.11.0}
+    image: qdrant/qdrant:${QDRANT_VERSION:-v1.16.0}
     environment:
       - QDRANT__SERVICE__GRPC_PORT=6334
       - QDRANT__CLUSTER__ENABLED=true
diff --git a/engine/servers/qdrant-limit-ram/docker-compose.yaml b/engine/servers/qdrant-limit-ram/docker-compose.yaml
index c839d59cd..7c6392555 100644
--- a/engine/servers/qdrant-limit-ram/docker-compose.yaml
+++ b/engine/servers/qdrant-limit-ram/docker-compose.yaml
@@ -2,7 +2,7 @@ version: '3.7'
 
 services:
   qdrant_bench:
-    image: qdrant/qdrant:${QDRANT_VERSION:-v1.11.0}
+    image: qdrant/qdrant:${QDRANT_VERSION:-v1.16.0}
     ports:
       - "6333:6333"
       - "6334:6334"
diff --git a/engine/servers/qdrant-single-node/docker-compose-limit-cpu.yaml.yml b/engine/servers/qdrant-single-node/docker-compose-limit-cpu.yaml.yml
index 9c19bb063..ad530cb59 100644
--- a/engine/servers/qdrant-single-node/docker-compose-limit-cpu.yaml.yml
+++ b/engine/servers/qdrant-single-node/docker-compose-limit-cpu.yaml.yml
@@ -2,7 +2,7 @@ version: '3.7'
 
 services:
   qdrant_bench:
-    image: qdrant/qdrant:${QDRANT_VERSION:-v1.11.0}
+    image: qdrant/qdrant:${QDRANT_VERSION:-v1.16.0}
     network_mode: host
     logging:
       driver: "json-file"
diff --git a/engine/servers/qdrant-single-node/docker-compose.yaml b/engine/servers/qdrant-single-node/docker-compose.yaml
index 3264127bb..d074a0b90 100644
--- a/engine/servers/qdrant-single-node/docker-compose.yaml
+++ b/engine/servers/qdrant-single-node/docker-compose.yaml
@@ -2,7 +2,7 @@ version: '3.7'
 
 services:
   qdrant_bench:
-    image: ${CONTAINER_REGISTRY:-docker.io}/qdrant/qdrant:${QDRANT_VERSION:-v1.11.0}
+    image: ${CONTAINER_REGISTRY:-docker.io}/qdrant/qdrant:${QDRANT_VERSION:-v1.16.0}
     ports:
       - "6333:6333"
       - "6334:6334"