diff --git a/pyproject.toml b/pyproject.toml
index aa34f7cca..400393761 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -30,6 +30,8 @@ dev = [
   "flaky>=3.7.0",
   "requests>=2.32.0",
   "flask-socketio>=5",
+  "tqdm",
+  "pytest-benchmark",
 ]
 
 [project.optional-dependencies]
diff --git a/uv.lock b/uv.lock
index 0ebadbe0b..e00e2b9e0 100644
--- a/uv.lock
+++ b/uv.lock
@@ -415,11 +415,13 @@ dev = [
     { name = "flaky" },
     { name = "flask-socketio" },
     { name = "pytest" },
+    { name = "pytest-benchmark" },
     { name = "pytest-custom-exit-code" },
     { name = "pytest-test-groups" },
     { name = "pytest-timeout" },
     { name = "pytest-xdist" },
     { name = "requests" },
+    { name = "tqdm" },
 ]
 
 [package.metadata]
@@ -444,11 +446,13 @@ dev = [
     { name = "flaky", specifier = ">=3.7.0" },
     { name = "flask-socketio", specifier = ">=5" },
     { name = "pytest", specifier = ">=8.0.0" },
+    { name = "pytest-benchmark" },
     { name = "pytest-custom-exit-code", specifier = "==0.3.0" },
     { name = "pytest-test-groups", specifier = ">=1.2.0" },
     { name = "pytest-timeout", specifier = ">=2.4.0" },
     { name = "pytest-xdist", specifier = ">=3.6.0" },
     { name = "requests", specifier = ">=2.32.0" },
+    { name = "tqdm" },
 ]
 
 [[package]]
@@ -1244,6 +1248,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/ad/53/73196ebc19d6fbfc22427b982fbc98698b7b9c361e5e7707e3a3247cf06d/psycopg2_binary-2.9.10-cp39-cp39-win_amd64.whl", hash = "sha256:30e34c4e97964805f715206c7b789d54a78b70f3ff19fbe590104b71c45600e5", size = 1163958, upload-time = "2024-10-16T11:24:51.882Z" },
 ]
 
+[[package]]
+name = "py-cpuinfo"
+version = "9.0.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/37/a8/d832f7293ebb21690860d2e01d8115e5ff6f2ae8bbdc953f0eb0fa4bd2c7/py-cpuinfo-9.0.0.tar.gz", hash = "sha256:3cdbbf3fac90dc6f118bfd64384f309edeadd902d7c8fb17f02ffa1fc3f49690", size = 104716, upload-time = "2022-10-25T20:38:06.303Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/e0/a9/023730ba63db1e494a271cb018dcd361bd2c917ba7004c3e49d5daf795a2/py_cpuinfo-9.0.0-py3-none-any.whl", hash = "sha256:859625bc251f64e21f077d099d4162689c762b5d6a4c3c97553d56241c9674d5", size = 22335, upload-time = "2022-10-25T20:38:27.636Z" },
+]
+
 [[package]]
 name = "pycodestyle"
 version = "2.14.0"
@@ -1506,6 +1519,19 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/a8/a4/20da314d277121d6534b3a980b29035dcd51e6744bd79075a6ce8fa4eb8d/pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79", size = 365750, upload-time = "2025-09-04T14:34:20.226Z" },
 ]
 
+[[package]]
+name = "pytest-benchmark"
+version = "5.2.3"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "py-cpuinfo" },
+    { name = "pytest" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/24/34/9f732b76456d64faffbef6232f1f9dbec7a7c4999ff46282fa418bd1af66/pytest_benchmark-5.2.3.tar.gz", hash = "sha256:deb7317998a23c650fd4ff76e1230066a76cb45dcece0aca5607143c619e7779", size = 341340, upload-time = "2025-11-09T18:48:43.215Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/33/29/e756e715a48959f1c0045342088d7ca9762a2f509b945f362a316e9412b7/pytest_benchmark-5.2.3-py3-none-any.whl", hash = "sha256:bc839726ad20e99aaa0d11a127445457b4219bdb9e80a1afc4b51da7f96b0803", size = 45255, upload-time = "2025-11-09T18:48:39.765Z" },
+]
+
 [[package]]
 name = "pytest-custom-exit-code"
 version = "0.3.0"
@@ -1840,6 +1866,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/6e/c2/61d3e0f47e2b74ef40a68b9e6ad5984f6241a942f7cd3bbfbdbd03861ea9/tomli-2.2.1-py3-none-any.whl", hash = "sha256:cb55c73c5f4408779d0cf3eef9f762b9c9f147a77de7b258bef0a5628adc85cc", size = 14257, upload-time = "2024-11-27T22:38:35.385Z" },
 ]
 
+[[package]]
+name = "tqdm"
+version = "4.67.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "colorama", marker = "sys_platform == 'win32'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/a8/4b/29b4ef32e036bb34e4ab51796dd745cdba7ed47ad142a9f4a1eb8e0c744d/tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2", size = 169737, upload-time = "2024-11-24T20:12:22.481Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/d0/30/dc54f88dd4a2b5dc8a0279bdd7270e735851848b762aeb1c1184ed1f6b14/tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2", size = 78540, upload-time = "2024-11-24T20:12:19.698Z" },
+]
+
 [[package]]
 name = "types-protobuf"
 version = "6.32.1.20250918"