diff --git a/ax/storage/botorch_modular_registry.py b/ax/storage/botorch_modular_registry.py
index 1d9e6322dd9..7dcc00c2cbc 100644
--- a/ax/storage/botorch_modular_registry.py
+++ b/ax/storage/botorch_modular_registry.py
@@ -47,6 +47,7 @@
     qExpectedHypervolumeImprovement,
     qNoisyExpectedHypervolumeImprovement,
 )
+from botorch.acquisition.multi_objective.parego import qLogNParEGO
 from botorch.acquisition.preference import AnalyticExpectedUtilityOfBestOption
 from botorch.models import SaasFullyBayesianSingleTaskGP
 from botorch.models.contextual import LCEAGP
@@ -144,6 +145,7 @@
     qLogNoisyExpectedImprovement: "qLogNoisyExpectedImprovement",
     qLogExpectedHypervolumeImprovement: "qLogExpectedHypervolumeImprovement",
     qLogNoisyExpectedHypervolumeImprovement: "qLogNoisyExpectedHypervolumeImprovement",
+    qLogNParEGO: "qLogNParEGO",
 }