diff --git a/lib/NonlinearSolveBase/Project.toml b/lib/NonlinearSolveBase/Project.toml
index 4cc10a6be..2f5404dc7 100644
--- a/lib/NonlinearSolveBase/Project.toml
+++ b/lib/NonlinearSolveBase/Project.toml
@@ -1,7 +1,7 @@
 name = "NonlinearSolveBase"
 uuid = "be0214bd-f91f-a760-ac4e-3421ce2b2da0"
 authors = ["Avik Pal <avikpal@mit.edu> and contributors"]
-version = "1.3.3"
+version = "1.4.0"
 
 [deps]
 ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
@@ -13,7 +13,6 @@ ConcreteStructs = "2569d6c7-a4a2-43d3-a901-331e8e4be471"
 DifferentiationInterface = "a0c0ee7d-e4b9-4e03-894e-1c5f64a51d63"
 EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
 FastClosures = "9aa1b823-49e4-5ca5-8b0f-3971ec8bab6a"
-FunctionProperties = "f62d2435-5019-4c03-9749-2d4c77af0cbc"
 LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 Markdown = "d6f4376e-aef5-505a-96c1-9c027394607a"
 MaybeInplace = "bb5d69b7-63fc-4a16-80bd-7e42200c7bdb"
@@ -60,7 +59,6 @@ EnzymeCore = "0.8"
 ExplicitImports = "1.10.1"
 FastClosures = "0.3"
 ForwardDiff = "0.10.36"
-FunctionProperties = "0.1.2"
 InteractiveUtils = "<0.0.1, 1"
 LineSearch = "0.1.4"
 LinearAlgebra = "1.10"
diff --git a/lib/NonlinearSolveBase/src/NonlinearSolveBase.jl b/lib/NonlinearSolveBase/src/NonlinearSolveBase.jl
index df65e1fed..f45ba9242 100644
--- a/lib/NonlinearSolveBase/src/NonlinearSolveBase.jl
+++ b/lib/NonlinearSolveBase/src/NonlinearSolveBase.jl
@@ -14,7 +14,6 @@ using StaticArraysCore: StaticArray, SMatrix, SArray, MArray
 
 using CommonSolve: CommonSolve, init
 using EnzymeCore: EnzymeCore
-using FunctionProperties: hasbranching
 using MaybeInplace: @bb
 using RecursiveArrayTools: AbstractVectorOfArray, ArrayPartition
 using SciMLBase: SciMLBase, ReturnCode, AbstractODEIntegrator, AbstractNonlinearProblem,
diff --git a/lib/NonlinearSolveBase/src/autodiff.jl b/lib/NonlinearSolveBase/src/autodiff.jl
index c92a3e27d..5f9843e9a 100644
--- a/lib/NonlinearSolveBase/src/autodiff.jl
+++ b/lib/NonlinearSolveBase/src/autodiff.jl
@@ -3,26 +3,13 @@
 
 # Ordering is important here. We want to select the first one that is compatible with the
 # problem.
-# XXX: Remove this once Enzyme is properly supported on Julia 1.11+
-@static if VERSION ≥ v"1.11-"
-    const ReverseADs = (
-        ADTypes.AutoZygote(),
-        ADTypes.AutoTracker(),
-        ADTypes.AutoReverseDiff(; compile = true),
-        ADTypes.AutoReverseDiff(),
-        ADTypes.AutoEnzyme(; mode = EnzymeCore.Reverse),
-        ADTypes.AutoFiniteDiff()
-    )
-else
-    const ReverseADs = (
-        ADTypes.AutoEnzyme(; mode = EnzymeCore.Reverse),
-        ADTypes.AutoZygote(),
-        ADTypes.AutoTracker(),
-        ADTypes.AutoReverseDiff(; compile = true),
-        ADTypes.AutoReverseDiff(),
-        ADTypes.AutoFiniteDiff()
-    )
-end
+const ReverseADs = (
+    ADTypes.AutoEnzyme(; mode = EnzymeCore.Reverse),
+    ADTypes.AutoZygote(),
+    ADTypes.AutoTracker(),
+    ADTypes.AutoReverseDiff(),
+    ADTypes.AutoFiniteDiff()
+)
 
 const ForwardADs = (
     ADTypes.AutoPolyesterForwardDiff(),
@@ -116,14 +103,6 @@ function incompatible_backend_and_problem(
 end
 
 additional_incompatible_backend_check(::AbstractNonlinearProblem, ::AbstractADType) = false
-function additional_incompatible_backend_check(prob::AbstractNonlinearProblem,
-        ::ADTypes.AutoReverseDiff{true})
-    if SciMLBase.isinplace(prob)
-        fu = prob.f.resid_prototype === nothing ? zero(prob.u0) : prob.f.resid_prototype
-        return hasbranching(prob.f, fu, prob.u0, prob.p)
-    end
-    return hasbranching(prob.f, prob.u0, prob.p)
-end
 function additional_incompatible_backend_check(
         prob::AbstractNonlinearProblem, ::ADTypes.AutoPolyesterForwardDiff)
     prob.u0 isa SArray && return true # promotes to a mutable array