diff --git a/src/ai/backend/manager/api/ratelimit.py b/src/ai/backend/manager/api/ratelimit.py
index f6bebc471e0..a18285f5ac0 100644
--- a/src/ai/backend/manager/api/ratelimit.py
+++ b/src/ai/backend/manager/api/ratelimit.py
@@ -50,15 +50,15 @@
 
 if id_type == "ip" then
     local rate_limit = tonumber(ARGV[3])
-    local score_threshold = rate_limit * 0.8
+    local suspicious_ips_maxsize = tonumber(ARGV[4])
+    local suspicious_ips_threshold_ratio = tonumber(ARGV[5])
 
-    -- Add IP to suspicious_ips only if count is greater than score_threshold
-    if rolling_count >= score_threshold then
+    -- Add the IP address to "suspicious_ips" only if rolling_count is greater than the threshold
+    if rolling_count >= rate_limit * suspicious_ips_threshold_ratio then
         redis.call('ZADD', 'suspicious_ips', rolling_count, id_value)
 
-        local max_size = 1000
         local current_size = redis.call('ZCARD', 'suspicious_ips')
-        if current_size > max_size then
+        if current_size > suspicious_ips_maxsize then
             redis.call('ZREMRANGEBYRANK', 'suspicious_ips', 0, 0)
         end
     end
@@ -103,23 +103,34 @@ async def rlim_middleware(
         return response
     else:
         root_ctx: RootContext = app["_root.context"]
-        rate_limit = root_ctx.shared_config["anonymous_ratelimit"]
+        anonymous_ratelimiter = root_ctx.shared_config["anonymous_ratelimiter"]
 
         ip_address = get_client_ip(request)
 
-        if not ip_address or rate_limit is None:
+        if not ip_address or anonymous_ratelimiter is None:
             # No checks for rate limiting.
             response = await handler(request)
             # Arbitrary number for indicating no rate limiting.
             response.headers["X-RateLimit-Limit"] = "1000"
             response.headers["X-RateLimit-Remaining"] = "1000"
         else:
+            rate_limit, suspicious_ips_maxsize, suspicious_ips_threshold_ratio = (
+                anonymous_ratelimiter["rlimit"],
+                anonymous_ratelimiter["suspicious_ips_maxsize"],
+                anonymous_ratelimiter["suspicious_ips_threshold_ratio"],
+            )
             ret = await redis_helper.execute_script(
                 rr,
                 "ratelimit",
                 _rlim_script,
                 ["ip", ip_address],
-                [str(now), str(_rlim_window), str(rate_limit)],
+                [
+                    str(now),
+                    str(_rlim_window),
+                    str(rate_limit),
+                    str(suspicious_ips_maxsize),
+                    str(suspicious_ips_threshold_ratio),
+                ],
             )
             if ret is None:
                 remaining = rate_limit
diff --git a/src/ai/backend/manager/config.py b/src/ai/backend/manager/config.py
index 2b47a8463e2..83f41738889 100644
--- a/src/ai/backend/manager/config.py
+++ b/src/ai/backend/manager/config.py
@@ -456,7 +456,12 @@ def container_registry_serialize(v: dict[str, Any]) -> dict[str, str]:
         },
     ).allow_extra("*"),
     t.Key("roundrobin_states", default=None): t.Null | tx.RoundRobinStatesJSONString,
-    t.Key("anonymous_ratelimit", default=None): t.Null | t.ToInt,
+    t.Key("anonymous_ratelimiter", default=None): t.Null
+    | t.Dict({
+        t.Key("rlimit"): t.ToInt(),
+        t.Key("suspicious_ips_maxsize", default=1000): t.Null | t.ToInt(),
+        t.Key("suspicious_ips_threshold_ratio", default=0.8): t.Null | t.ToFloat(),
+    }),
 }).allow_extra("*")
 
 _volume_defaults: dict[str, Any] = {