diff --git a/benchmarks/cross-library/README.md b/benchmarks/cross-library/README.md
index 4c02f6232..c49ea6143 100644
--- a/benchmarks/cross-library/README.md
+++ b/benchmarks/cross-library/README.md
@@ -6,7 +6,7 @@ of, on two workloads:
 | library | language | entry point used |
 |---|---|---|
 | **`ppvm`** (this repo) | Rust | `PauliSum<config::fxhash::Byte<N, f64, CoefficientThreshold>>` |
-| [PauliPropagation.jl][pp] | Julia | `propagate(PauliRotation(...), psum; min_abs_coeff)` |
+| [PauliPropagation.jl][pp] | Julia | `propagate!(PauliRotation(...), cache; min_abs_coeff)` on a `VectorPauliSum` |
 | [PauliStrings.jl][ps] | Julia | `trotter_step!(O, gates; truncation, truncate_every)` |
 | [pauli-prop][qk] (Qiskit) | Rust-accelerated Python | `propagate_through_circuit(op, qc, max_terms, atol, frame="h")` |
 | [monoprop][mp] (Algorithmiq) | C++ with Python bindings | `PauliPropagator.from_circuit(circuit, op, cutoff, lower_atol)` |
diff --git a/julia-benchmarks/Manifest.toml b/julia-benchmarks/Manifest.toml
index 63e0085e2..83281b4a3 100644
--- a/julia-benchmarks/Manifest.toml
+++ b/julia-benchmarks/Manifest.toml
@@ -881,10 +881,10 @@ uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
 version = "2.8.5"
 
 [[deps.PauliPropagation]]
-deps = ["AcceleratedKernels", "BitIntegers", "Bits", "JSON", "LinearAlgebra", "PlotGraphviz", "ProfileCanvas", "Random", "StatsBase", "Test", "UUIDs"]
-git-tree-sha1 = "25a5e6eebc97b9680e16ab7e80dfb1969d828e24"
+deps = ["AcceleratedKernels", "Bits", "JSON", "LinearAlgebra", "PlotGraphviz", "ProfileCanvas", "Random", "StatsBase", "Test", "UUIDs"]
+git-tree-sha1 = "4052d508451de246865d67228aba34ca184e8c67"
 uuid = "293282d5-3c99-4fb6-92d0-fd3280a19750"
-version = "0.8.1"
+version = "0.9.0"
 
     [deps.PauliPropagation.extensions]
     PauliPropagationCUDA = "CUDA"
diff --git a/julia-benchmarks/benches/xbench_pp.jl b/julia-benchmarks/benches/xbench_pp.jl
index 1735f1ff5..6ba192e0a 100644
--- a/julia-benchmarks/benches/xbench_pp.jl
+++ b/julia-benchmarks/benches/xbench_pp.jl
@@ -10,7 +10,6 @@
 #     julia --project=@. -t1 benches/xbench_pp.jl
 
 using PauliPropagation
-import PauliPropagation.Performance
 using Printf
 
 const MODEL = get(ENV, "MODEL", "tfim")
@@ -36,23 +35,23 @@ end
 function trotter_step!(cache, n::Int)
     if MODEL == "tfim"
         for i in 1:n
-            Performance.propagate!(PauliRotation([:X], [i], THETA_SITE), cache; min_abs_coeff = ATOL)
+            propagate!(PauliRotation([:X], [i], THETA_SITE), cache; min_abs_coeff = ATOL)
         end
         for i in 1:(n - 1)
-            Performance.propagate!(
+            propagate!(
                 PauliRotation([:Z, :Z], [i, i + 1], THETA_BOND), cache; min_abs_coeff = ATOL
             )
         end
     else
         for i in 1:(n - 1)
             for axes in ([:X, :X], [:Y, :Y], [:Z, :Z])
-                Performance.propagate!(
+                propagate!(
                     PauliRotation(axes, [i, i + 1], THETA_BOND), cache; min_abs_coeff = ATOL
                 )
             end
         end
         for i in 1:n
-            Performance.propagate!(PauliRotation([:Z], [i], THETA_SITE), cache; min_abs_coeff = ATOL)
+            propagate!(PauliRotation([:Z], [i], THETA_SITE), cache; min_abs_coeff = ATOL)
         end
     end
     return cache