diff --git a/gnosis/eth/contract_common.py b/gnosis/eth/contract_common.py
index c3d33e0f8..4b347fb68 100644
--- a/gnosis/eth/contract_common.py
+++ b/gnosis/eth/contract_common.py
@@ -46,7 +46,6 @@ def deploy_contract_with_deploy_function(
         gas: Optional[int] = None,
         gas_price: Optional[int] = None,
         nonce: Optional[int] = None,
-        gas_increment: Optional[int] = None,
     ):
 
         tx_parameters = ContractCommon.configure_tx_parameters(
@@ -56,9 +55,6 @@ def deploy_contract_with_deploy_function(
         contract_address = deploy_function.call(tx_parameters)
 
         tx = deploy_function.build_transaction(tx_parameters)
-        # Adjust gas
-        if gas_increment:
-            tx["gas"] = tx["gas"] + gas_increment
 
         tx_hash = ethereum_client.send_unsigned_transaction(
             tx, private_key=deployer_account.key
diff --git a/gnosis/safe/proxy_factory.py b/gnosis/safe/proxy_factory.py
index 44e8ad339..a845340a9 100644
--- a/gnosis/safe/proxy_factory.py
+++ b/gnosis/safe/proxy_factory.py
@@ -109,7 +109,6 @@ def deploy_proxy_contract_with_nonce(
             gas,
             gas_price,
             nonce,
-            gas_increment=50000,
         )
 
     @cache