diff --git a/test/Project.toml b/test/Project.toml
index c7583c672..2595633ab 100644
--- a/test/Project.toml
+++ b/test/Project.toml
@@ -11,6 +11,7 @@ Distributed = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"
 DistributionsAD = "ced4e74d-a319-5a8a-b0ac-84af2272839c"
 Documenter = "e30172f5-a6a5-5a46-863b-614d45cd2de4"
+Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
 EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
 ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
 JET = "c3a54625-cd67-489e-a8e7-0a5a0ff4e31b"
diff --git a/test/ad.jl b/test/ad.jl
index 17981cf2a..976566deb 100644
--- a/test/ad.jl
+++ b/test/ad.jl
@@ -1,4 +1,6 @@
-@testset "AD: ForwardDiff, ReverseDiff, and Mooncake" begin
+using Enzyme
+
+@testset "AD: ForwardDiff, ReverseDiff, Mooncake, and Enzyme" begin
     @testset "$(m.f)" for m in DynamicPPL.TestUtils.DEMO_MODELS
         f = DynamicPPL.LogDensityFunction(m)
         rand_param_values = DynamicPPL.TestUtils.rand_prior_true(m)
@@ -21,6 +23,8 @@
                 ADTypes.AutoReverseDiff(; compile=false),
                 ADTypes.AutoReverseDiff(; compile=true),
                 ADTypes.AutoMooncake(; config=nothing),
+                ADTypes.AutoEnzyme(; mode=Enzyme.Forward),
+                ADTypes.AutoEnzyme(; mode=Enzyme.Reverse),
             ]
                 # Mooncake can't currently handle something that is going on in
                 # SimpleVarInfo{<:VarNamedVector}. Disable all SimpleVarInfo tests for now.