diff --git a/conda/environments/bench_ann_cuda-118_arch-aarch64.yaml b/conda/environments/bench_ann_cuda-118_arch-aarch64.yaml
deleted file mode 100644
index 39c6d2488..000000000
--- a/conda/environments/bench_ann_cuda-118_arch-aarch64.yaml
+++ /dev/null
@@ -1,44 +0,0 @@
-# This file is generated by `rapids-dependency-file-generator`.
-# To make changes, edit ../../dependencies.yaml and run `rapids-dependency-file-generator`.
-channels:
-- rapidsai
-- rapidsai-nightly
-- dask/label/dev
-- conda-forge
-- nvidia
-dependencies:
-- benchmark>=1.8.2
-- c-compiler
-- clang-tools=16.0.6
-- clang==16.0.6
-- cmake>=3.26.4
-- cuda-nvtx=11.8
-- cuda-profiler-api=11.8.86
-- cuda-version=11.8
-- cudatoolkit
-- cxx-compiler
-- cython>=3.0.0
-- gcc_linux-aarch64=11.*
-- glog>=0.6.0
-- h5py>=3.8.0
-- hnswlib=0.7.0
-- libcublas-dev=11.11.3.6
-- libcublas=11.11.3.6
-- libcurand-dev=10.3.0.86
-- libcurand=10.3.0.86
-- libcusolver-dev=11.4.1.48
-- libcusolver=11.4.1.48
-- libcusparse-dev=11.7.5.86
-- libcusparse=11.7.5.86
-- matplotlib
-- nccl>=2.9.9
-- ninja
-- nlohmann_json>=3.11.2
-- nvcc_linux-aarch64=11.8
-- openblas
-- pandas
-- pyyaml
-- rmm==24.2.*
-- scikit-build>=0.13.1
-- sysroot_linux-aarch64==2.17
-name: bench_ann_cuda-118_arch-aarch64
diff --git a/conda/environments/bench_ann_cuda-118_arch-x86_64.yaml b/conda/environments/bench_ann_cuda-118_arch-x86_64.yaml
deleted file mode 100644
index e0f46085d..000000000
--- a/conda/environments/bench_ann_cuda-118_arch-x86_64.yaml
+++ /dev/null
@@ -1,44 +0,0 @@
-# This file is generated by `rapids-dependency-file-generator`.
-# To make changes, edit ../../dependencies.yaml and run `rapids-dependency-file-generator`.
-channels:
-- rapidsai
-- rapidsai-nightly
-- dask/label/dev
-- conda-forge
-- nvidia
-dependencies:
-- benchmark>=1.8.2
-- c-compiler
-- clang-tools=16.0.6
-- clang==16.0.6
-- cmake>=3.26.4
-- cuda-nvtx=11.8
-- cuda-profiler-api=11.8.86
-- cuda-version=11.8
-- cudatoolkit
-- cxx-compiler
-- cython>=3.0.0
-- gcc_linux-64=11.*
-- glog>=0.6.0
-- h5py>=3.8.0
-- hnswlib=0.7.0
-- libcublas-dev=11.11.3.6
-- libcublas=11.11.3.6
-- libcurand-dev=10.3.0.86
-- libcurand=10.3.0.86
-- libcusolver-dev=11.4.1.48
-- libcusolver=11.4.1.48
-- libcusparse-dev=11.7.5.86
-- libcusparse=11.7.5.86
-- matplotlib
-- nccl>=2.9.9
-- ninja
-- nlohmann_json>=3.11.2
-- nvcc_linux-64=11.8
-- openblas
-- pandas
-- pyyaml
-- rmm==24.2.*
-- scikit-build>=0.13.1
-- sysroot_linux-64==2.17
-name: bench_ann_cuda-118_arch-x86_64
diff --git a/conda/environments/bench_ann_cuda-120_arch-aarch64.yaml b/conda/environments/bench_ann_cuda-120_arch-aarch64.yaml
deleted file mode 100644
index 2c69bc532..000000000
--- a/conda/environments/bench_ann_cuda-120_arch-aarch64.yaml
+++ /dev/null
@@ -1,40 +0,0 @@
-# This file is generated by `rapids-dependency-file-generator`.
-# To make changes, edit ../../dependencies.yaml and run `rapids-dependency-file-generator`.
-channels:
-- rapidsai
-- rapidsai-nightly
-- dask/label/dev
-- conda-forge
-- nvidia
-dependencies:
-- benchmark>=1.8.2
-- c-compiler
-- clang-tools=16.0.6
-- clang==16.0.6
-- cmake>=3.26.4
-- cuda-cudart-dev
-- cuda-nvcc
-- cuda-nvtx-dev
-- cuda-profiler-api
-- cuda-version=12.0
-- cxx-compiler
-- cython>=3.0.0
-- gcc_linux-aarch64=11.*
-- glog>=0.6.0
-- h5py>=3.8.0
-- hnswlib=0.7.0
-- libcublas-dev
-- libcurand-dev
-- libcusolver-dev
-- libcusparse-dev
-- matplotlib
-- nccl>=2.9.9
-- ninja
-- nlohmann_json>=3.11.2
-- openblas
-- pandas
-- pyyaml
-- rmm==24.2.*
-- scikit-build>=0.13.1
-- sysroot_linux-aarch64==2.17
-name: bench_ann_cuda-120_arch-aarch64
diff --git a/conda/environments/bench_ann_cuda-120_arch-x86_64.yaml b/conda/environments/bench_ann_cuda-120_arch-x86_64.yaml
deleted file mode 100644
index 4f4b0d501..000000000
--- a/conda/environments/bench_ann_cuda-120_arch-x86_64.yaml
+++ /dev/null
@@ -1,40 +0,0 @@
-# This file is generated by `rapids-dependency-file-generator`.
-# To make changes, edit ../../dependencies.yaml and run `rapids-dependency-file-generator`.
-channels:
-- rapidsai
-- rapidsai-nightly
-- dask/label/dev
-- conda-forge
-- nvidia
-dependencies:
-- benchmark>=1.8.2
-- c-compiler
-- clang-tools=16.0.6
-- clang==16.0.6
-- cmake>=3.26.4
-- cuda-cudart-dev
-- cuda-nvcc
-- cuda-nvtx-dev
-- cuda-profiler-api
-- cuda-version=12.0
-- cxx-compiler
-- cython>=3.0.0
-- gcc_linux-64=11.*
-- glog>=0.6.0
-- h5py>=3.8.0
-- hnswlib=0.7.0
-- libcublas-dev
-- libcurand-dev
-- libcusolver-dev
-- libcusparse-dev
-- matplotlib
-- nccl>=2.9.9
-- ninja
-- nlohmann_json>=3.11.2
-- openblas
-- pandas
-- pyyaml
-- rmm==24.2.*
-- scikit-build>=0.13.1
-- sysroot_linux-64==2.17
-name: bench_ann_cuda-120_arch-x86_64
diff --git a/dependencies.yaml b/dependencies.yaml
index 7d6c318d6..22b3d0002 100644
--- a/dependencies.yaml
+++ b/dependencies.yaml
@@ -18,17 +18,6 @@ files:
       - test_python_common
       - test_cuvs
       - cupy
-  bench_ann:
-    output: conda
-    matrix:
-      cuda: ["11.8", "12.0"]
-      arch: [x86_64, aarch64]
-    includes:
-      - build
-      - develop
-      - cudatoolkit
-      - nn_bench
-      - nn_bench_python
   test_cpp:
     output: none
     includes:
@@ -81,20 +70,6 @@ files:
       - test_python_common
       - test_cuvs
       - cupy
-  py_build_cuvs_bench:
-    output: pyproject
-    pyproject_dir: python/cuvs-bench
-    extras:
-      table: build-system
-    includes:
-      - build_wheels
-  py_run_cuvs_bench:
-    output: pyproject
-    pyproject_dir: python/cuvs-bench
-    extras:
-      table: project
-    includes:
-      - nn_bench_python
 channels:
   - rapidsai
   - rapidsai-nightly
@@ -194,25 +169,6 @@ dependencies:
         packages:
           - clang==16.0.6
           - clang-tools=16.0.6
-  nn_bench:
-    common:
-      - output_types: [conda, pyproject, requirements]
-        packages:
-          - hnswlib=0.7.0
-          - nlohmann_json>=3.11.2
-          - glog>=0.6.0
-          - h5py>=3.8.0
-          - benchmark>=1.8.2
-          - openblas
-          - *rmm_conda
-  nn_bench_python:
-    common:
-      - output_types: [conda]
-        packages:
-          - matplotlib
-          - pandas
-          - pyyaml
-          - pandas
 
   cudatoolkit:
     specific: