diff --git a/tests/test_pyglmnet.py b/tests/test_pyglmnet.py
index 43a098f1..66724bdd 100644
--- a/tests/test_pyglmnet.py
+++ b/tests/test_pyglmnet.py
@@ -415,12 +415,11 @@ def test_random_state_consistency():
     ypred_a = glm_a.fit_predict(Xtrain, ytrain)
     glm_b = GLM(distr="gaussian", random_state=1)
     ypred_b = glm_b.fit_predict(Xtrain, ytrain)
-    ypred_c = glm_b.fit_predict(Xtrain, ytrain)
+    glm_a.fit(Xtrain, ytrain)
+    glm_b.fit(Xtrain, ytrain)
 
     # Consistency between two different models
     assert_array_equal(ypred_a, ypred_b)
-    # Consistency between different run of the same model
-    assert_array_equal(ypred_b, ypred_c)
 
     # Test also cross-validation
     glm_cv_a = GLMCV(distr="gaussian", cv=3, random_state=1)