diff --git a/misc/python/materialize/parallel_workload/database.py b/misc/python/materialize/parallel_workload/database.py
index fe5154f1fc6d7..36977612bae70 100644
--- a/misc/python/materialize/parallel_workload/database.py
+++ b/misc/python/materialize/parallel_workload/database.py
@@ -54,36 +54,36 @@
 from materialize.parallel_workload.expression import ExprKind, expression
 from materialize.parallel_workload.settings import Complexity, Scenario
 
-MAX_COLUMNS = 5
-MAX_INCLUDE_HEADERS = 5
-MAX_ROWS = 50
-MAX_CLUSTERS = 4
-MAX_CLUSTER_REPLICAS = 2
-MAX_DBS = 5
-MAX_SCHEMAS = 5
-MAX_TABLES = 5
-MAX_VIEWS = 15
-MAX_INDEXES = 15
-MAX_ROLES = 15
-MAX_WEBHOOK_SOURCES = 5
-MAX_KAFKA_SOURCES = 5
-MAX_MYSQL_SOURCES = 5
-MAX_SQL_SERVER_SOURCES = 5
-MAX_POSTGRES_SOURCES = 5
-MAX_KAFKA_SINKS = 5
-
-MAX_INITIAL_DBS = 1
-MAX_INITIAL_SCHEMAS = 1
-MAX_INITIAL_CLUSTERS = 2
-MAX_INITIAL_TABLES = 2
-MAX_INITIAL_VIEWS = 2
-MAX_INITIAL_ROLES = 1
-MAX_INITIAL_WEBHOOK_SOURCES = 1
-MAX_INITIAL_KAFKA_SOURCES = 1
-MAX_INITIAL_MYSQL_SOURCES = 1
-MAX_INITIAL_SQL_SERVER_SOURCES = 1
-MAX_INITIAL_POSTGRES_SOURCES = 1
-MAX_INITIAL_KAFKA_SINKS = 1
+MAX_COLUMNS = 50
+MAX_INCLUDE_HEADERS = 50
+MAX_ROWS = 500
+MAX_CLUSTERS = 40
+MAX_CLUSTER_REPLICAS = 20
+MAX_DBS = 50
+MAX_SCHEMAS = 50
+MAX_TABLES = 50
+MAX_VIEWS = 150
+MAX_INDEXES = 150
+MAX_ROLES = 150
+MAX_WEBHOOK_SOURCES = 50
+MAX_KAFKA_SOURCES = 50
+MAX_MYSQL_SOURCES = 50
+MAX_SQL_SERVER_SOURCES = 50
+MAX_POSTGRES_SOURCES = 50
+MAX_KAFKA_SINKS = 50
+
+MAX_INITIAL_DBS = 10
+MAX_INITIAL_SCHEMAS = 10
+MAX_INITIAL_CLUSTERS = 20
+MAX_INITIAL_TABLES = 20
+MAX_INITIAL_VIEWS = 20
+MAX_INITIAL_ROLES = 10
+MAX_INITIAL_WEBHOOK_SOURCES = 10
+MAX_INITIAL_KAFKA_SOURCES = 10
+MAX_INITIAL_MYSQL_SOURCES = 10
+MAX_INITIAL_SQL_SERVER_SOURCES = 10
+MAX_INITIAL_POSTGRES_SOURCES = 10
+MAX_INITIAL_KAFKA_SINKS = 10
 
 
 class BodyFormat(Enum):