diff --git a/.buildkite/it/pipeline.yml b/.buildkite/it/pipeline.yml
index 2c089a851..360944d2b 100644
--- a/.buildkite/it/pipeline.yml
+++ b/.buildkite/it/pipeline.yml
@@ -4,7 +4,8 @@ agents:
   machineType: "n1-standard-8"
 
 steps:
-  - label: "Run 3.9 integration tests :test_tube:"
-    command: bash .buildkite/it/run.sh 3.9
-  - label: "Run 3.12 integration tests :test_tube:"
-    command: bash .buildkite/it/run.sh 3.12
+  - label: "Run 3.10 integration tests :test_tube:"
+    command: bash .buildkite/it/run.sh 3.10
+
+  - label: "Run 3.13 integration tests :test_tube:"
+    command: bash .buildkite/it/run.sh 3.13
diff --git a/.buildkite/it/run.sh b/.buildkite/it/run.sh
index 2f4b2e85a..06fcccfde 100644
--- a/.buildkite/it/run.sh
+++ b/.buildkite/it/run.sh
@@ -1,6 +1,6 @@
 #!/usr/bin/env bash
 
-set -eo pipefail
+set -exo pipefail
 
 source .buildkite/retry.sh
 
@@ -24,16 +24,25 @@ cat /proc/cpuinfo
 
 echo "--- System dependencies"
 
-PYTHON_VERSION="$1"
+export PY_VERSION="$1"
 retry 5 sudo add-apt-repository --yes ppa:deadsnakes/ppa
 retry 5 sudo apt-get update
 retry 5 sudo apt-get install -y \
-    "python${PYTHON_VERSION}" "python${PYTHON_VERSION}-dev" "python${PYTHON_VERSION}-venv" \
+    "python${PY_VERSION}" "python${PY_VERSION}-dev" "python${PY_VERSION}-venv" \
     git make jq docker \
     openjdk-21-jdk-headless openjdk-11-jdk-headless
 export JAVA11_HOME=/usr/lib/jvm/java-11-openjdk-amd64
 export JAVA21_HOME=/usr/lib/jvm/java-21-openjdk-amd64
 
+echo "--- Install UV"
+
+curl -LsSf https://astral.sh/uv/install.sh | sh
+source "${HOME}/.local/bin/env"
+
+echo "--- Create virtual environment"
+
+make venv
+
 echo "--- Run IT test :pytest:"
 
 export RALLY_HOME=$HOME
@@ -45,12 +54,8 @@ export THESPLOG_THRESHOLD="INFO"
 export TERM=dumb
 export LC_ALL=en_US.UTF-8
 
-"python${PYTHON_VERSION}" -m venv .venv
-source .venv/bin/activate
-
-pip install nox
-
 trap upload_logs ERR
-nox -s "it-${PYTHON_VERSION}"
+
+make it
 
 upload_logs
diff --git a/.buildkite/it/run_serverless.sh b/.buildkite/it/run_serverless.sh
index 0c34c8a8b..11a2ee540 100644
--- a/.buildkite/it/run_serverless.sh
+++ b/.buildkite/it/run_serverless.sh
@@ -1,6 +1,6 @@
 #!/usr/bin/env bash
 
-set -eo pipefail
+set -exo pipefail
 
 source .buildkite/retry.sh
 
@@ -17,7 +17,7 @@ export DEBIAN_FRONTEND=noninteractive
 sudo mkdir -p /etc/needrestart
 echo "\$nrconf{restart} = 'a';" | sudo tee -a /etc/needrestart/needrestart.conf > /dev/null
 
-PYTHON_VERSION="$1"
+export PY_VERSION="$1"
 TEST_NAME="$2"
 
 echo "--- System dependencies"
@@ -25,14 +25,18 @@ echo "--- System dependencies"
 retry 5 sudo add-apt-repository --yes ppa:deadsnakes/ppa
 retry 5 sudo apt-get update
 retry 5 sudo apt-get install -y \
-    "python${PYTHON_VERSION}" "python${PYTHON_VERSION}-dev" "python${PYTHON_VERSION}-venv" \
-    dnsutils  # provides nslookup
+    "python${PY_VERSION}" "python${PY_VERSION}-dev" "python${PY_VERSION}-venv" \
+    make \
+    dnsutils # provides nslookup
 
-echo "--- Python modules"
+echo "--- Install UV"
 
-"python${PYTHON_VERSION}" -m venv .venv
-source .venv/bin/activate
-pip install nox
+curl -LsSf https://astral.sh/uv/install.sh | sh
+source "${HOME}/.local/bin/env"
+
+echo "--- Create virtual environment"
+
+make venv
 
 echo "--- Run IT serverless test \"$TEST_NAME\" :pytest:"
 
@@ -45,12 +49,13 @@ export THESPLOG_THRESHOLD="INFO"
 
 trap upload_logs ERR
 
+
 case $TEST_NAME in
     "user")
-        nox -s it_serverless
+        make -s it_serverless
         ;;
     "operator")
-        nox -s it_serverless -- --operator
+        make -s it_serverless "ARGS=--operator"
         ;;
     *)
         echo "Unknown test type."
diff --git a/.buildkite/it/serverless-pipeline.yml b/.buildkite/it/serverless-pipeline.yml
index 6026329b8..36f9b0767 100644
--- a/.buildkite/it/serverless-pipeline.yml
+++ b/.buildkite/it/serverless-pipeline.yml
@@ -23,10 +23,10 @@ steps:
       - elastic/vault-secrets#v0.0.2: *vault-base_url
       - elastic/vault-secrets#v0.0.2: *vault-get_credentials_endpoint
       - elastic/vault-secrets#v0.0.2: *vault-api_key
-    command: bash .buildkite/it/run_serverless.sh 3.12 user
+    command: bash .buildkite/it/run_serverless.sh 3.13 user
   - label: "Run IT serverless tests with operator privileges"
     plugins:
       - elastic/vault-secrets#v0.0.2: *vault-base_url
       - elastic/vault-secrets#v0.0.2: *vault-get_credentials_endpoint
       - elastic/vault-secrets#v0.0.2: *vault-api_key
-    command: bash .buildkite/it/run_serverless.sh 3.12 operator
+    command: bash .buildkite/it/run_serverless.sh 3.13 operator
diff --git a/.ci/variables.json b/.ci/variables.json
index 6c98a89e4..f8445a788 100644
--- a/.ci/variables.json
+++ b/.ci/variables.json
@@ -1,10 +1,10 @@
 {
   "python_versions": {
-    "PY39": "3.9.16",
-    "PY310": "3.10.10",
-    "PY311": "3.11.7",
-    "PY312": "3.12.2",
-    "MIN_PY_VER": "3.9.16",
-    "DEFAULT_PY_VER": "3.12.2"
+    "PY310": "3.10.18",
+    "PY311": "3.11.13",
+    "PY312": "3.12.11",
+    "PY313": "3.13.7",
+    "MIN_PY_VER": "3.10.0",
+    "DEFAULT_PY_VER": "3.13.7"
   }
 }
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 3bd7aad5c..4fb42da50 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -22,7 +22,7 @@ jobs:
       - uses: actions/checkout@v4
       - uses: actions/setup-python@v4
         with:
-          python-version: "3.12"
+          python-version: "3.13"
           cache: pip
           cache-dependency-path: pyproject.toml
       - name: "Install dependencies"
@@ -39,7 +39,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ["3.9", "3.10", "3.11", "3.12"]
+        python-version: ["3.10", "3.11", "3.12", "3.13"]
         os:
           - macos-13
           - ubuntu-latest
@@ -53,10 +53,10 @@ jobs:
           python-version: ${{ matrix.python-version }}
           cache: pip
           cache-dependency-path: pyproject.toml
-      - name: "Install dependencies"
-        run: python -m pip install --upgrade nox
+      - name: "Install UV"
+        run: curl -LsSf https://astral.sh/uv/install.sh | sh
       - name: "Run tests"
-        run: nox -s test-${{matrix.python-version}}
+        run: make test-${{matrix.python-version}}
       - uses: elastic/es-perf-github-status@v2
         if: ${{ failure() && ( github.event_name == 'schedule' || ( github.event_name == 'push' && github.ref_name == env.DEFAULT_BRANCH ) ) }}
         with:
@@ -71,7 +71,7 @@ jobs:
       - uses: actions/checkout@v4
       - uses: actions/setup-python@v4
         with:
-          python-version: "3.12"
+          python-version: "3.13"
           cache: pip
           cache-dependency-path: pyproject.toml
       - uses: actions/setup-java@v4
@@ -80,10 +80,10 @@ jobs:
           java-version: "21"
       - run: echo "JAVA21_HOME=$JAVA_HOME_21_X64" >> $GITHUB_ENV
       - run: echo "JAVA11_HOME=$JAVA_HOME_11_X64" >> $GITHUB_ENV
-      - name: "Install dependencies"
-        run: python -m pip install --upgrade nox
+      - name: "Install UV"
+        run: curl -LsSf https://astral.sh/uv/install.sh | sh
       - name: "Run tests"
-        run: nox -s rally_tracks_compat
+        run: make it_tracks_compat
         timeout-minutes: 120
         env:
           # elastic/endpoint fetches assets from GitHub, authenticate to avoid
diff --git a/.pylintrc b/.pylintrc
index a23ec39a2..dd1632b22 100644
--- a/.pylintrc
+++ b/.pylintrc
@@ -99,6 +99,7 @@ disable=raw-checker-failed,
         redefined-outer-name,
         consider-using-f-string,  # pyupgrade will cover that
         use-implicit-booleaness-not-comparison,
+        too-many-positional-arguments,
 
 
 # Enable the message, report, category or checker with the given id(s). You can
diff --git a/Makefile b/Makefile
index 66671cbc3..a1c88729f 100644
--- a/Makefile
+++ b/Makefile
@@ -16,105 +16,211 @@
 # under the License.
 
 SHELL := /bin/bash
+
 # We assume an active virtualenv for development
-VIRTUAL_ENV ?= .venv
+VIRTUAL_ENV := $(or $(VIRTUAL_ENV),.venv$(if $(PY_VERSION),-$(PY_VERSION)))
 VENV_ACTIVATE_FILE := $(VIRTUAL_ENV)/bin/activate
-VE_MISSING_HELP := "\033[0;31mIMPORTANT\033[0m: Couldn't find $(PWD)/$(VIRTUAL_ENV); have you executed make install?\033[0m\n"
+VENV_ACTIVATE := source $(VENV_ACTIVATE_FILE)
 
 PY_VERSION := $(shell jq -r '.python_versions.DEFAULT_PY_VER' .ci/variables.json)
+export UV_PYTHON := $(PY_VERSION)
+export UV_PROJECT_ENVIRONMENT := $(VIRTUAL_ENV)
 
-.PHONY: install \
-	check-venv \
-	reinstall \
-	check-uv \
-	venv-destroy \
+PRE_COMMIT_HOOK_PATH := .git/hooks/pre-commit
+
+LOG_CI_LEVEL := INFO
+
+# --- Global goals ---
+
+all: lint test it
+
+clean: clean-others clean-docs
+
+check-all: all
+
+.PHONY: \
+	all \
 	clean \
+	check-all \
+	uv \
 	uv-add \
 	uv-lock \
-	nondocs-clean \
-	docs-clean \
-	python-caches-clean \
+	venv \
+	clean-venv \
+	install_pytest_rally_plugin \
+	install \
+	reinstall \
+	venv-destroy \
+	clean-others \
+	clean-pycache \
 	lint \
 	format \
+	pre-commit \
+	install-pre-commit \
 	docs \
 	serve-docs \
+	clean-docs \
 	test \
+	test-all \
+	test-3.10 \
+	test-3.11 \
+	test-3.12 \
+	test-3.13 \
 	it \
-	check-all \
+	it_serverless \
+	it_tracks_compat \
 	benchmark \
 	release-checks \
-	release
+	release \
+	sh
 
-install: check-uv
-	uv sync --python $(PY_VERSION) --locked --extra=develop
+# --- uv goals ---
 
-reinstall: venv-destroy install
-
-check-venv:
-	@if [[ ! -f $(VENV_ACTIVATE_FILE) ]]; then \
-		printf $(VE_MISSING_HELP); \
-	fi
-
-check-uv:
+# It checks uv is installed.
+uv:
 	@if [[ ! -x $$(command -v uv) ]]; then \
-		printf "Please install uv by running the following outside of a virtual env: [ curl -LsSf https://astral.sh/uv/install.sh | sh ]\n"; \
+		printf "Please install uv by running the following outside of a virtual environment (https://docs.astral.sh/uv/getting-started/installation/)"; \
 	fi
 
-venv-destroy:
-	@echo "Removing virtual environment $(VIRTUAL_ENV)"
-	rm -rf $(VIRTUAL_ENV)
-
-clean: nondocs-clean docs-clean
-
+# It adds a list of packages to the project.
 uv-add:
 ifndef ARGS
 	$(error Missing arguments. Use make uv-add ARGS="...")
 endif
-	uv add --python $(PY_VERSION) $$ARGS
+	uv add $$ARGS
 
+# It updates the uv lock file.
 uv-lock:
-	uv lock --python $(PY_VERSION)
+	uv lock
 
-nondocs-clean:
-	rm -rf .benchmarks .eggs .nox .rally_it .cache build dist esrally.egg-info logs junit-py*.xml NOTICE.txt
 
-docs-clean:
-	cd docs && $(MAKE) clean
+# --- venv goals ---
+
+# It creates the project virtual environment.
+venv: uv $(VENV_ACTIVATE_FILE)
+
+$(VENV_ACTIVATE_FILE):
+	uv venv --allow-existing --seed
+	uv sync --locked --extra=develop
+
+# It delete the project virtual environment from disk.
+clean-venv:
+	rm -fR '$(VIRTUAL_ENV)'
+
+# It installs the Rally PyTest plugin.
+install_pytest_rally_plugin: venv
+	$(VENV_ACTIVATE); uv pip install 'pytest-rally @ git+https://github.com/elastic/pytest-rally.git'
+
+# Old legacy alias goals
+install: venv
+
+reinstall: clean-venv
+	$(MAKE) venv
+
+venv-destroy: clean-venv
+
+
+# --- Other goals ---
+
+# It delete many temporary files types.
+clean-others: clean-pycache
+	rm -rf .benchmarks .eggs .nox .rally_it .cache build dist esrally.egg-info logs junit-py*.xml NOTICE.txt
 
 # Avoid conflicts between .pyc/pycache related files created by local Python interpreters and other interpreters in Docker
-python-caches-clean:
+clean-pycache:
 	-@find . -name "__pycache__" -prune -exec rm -rf -- \{\} \;
 
-lint: check-uv
-	uv run --python=$(PY_VERSION) pre-commit run --all-files
 
-# pre-commit run also formats files, but let's keep `make format` for convenience
+# --- Linter goals ---
+
+# It run all linters on all files using pre-commit.
+lint: venv
+	uv run -- pre-commit run --all-files
+
+# It run all linters on changed files using pre-commit.
+pre-commit: venv
+	uv run -- pre-commit run
+
+# It install a pre-commit hook in the project .git dir so modified files are checked before creating every commit.
+install-pre-commit: $(PRE_COMMIT_HOOK_PATH)
+
+$(PRE_COMMIT_HOOK_PATH):
+	mkdir -p $(dir $@)
+	echo '#!/usr/bin/env $(SHELL)' > '$@'
+	echo 'make pre-commit' >> '$@'
+	chmod ugo+x '$@'
+
+# pre-commit run also formats files, but let's keep `make format` for convenience.
 format: lint
 
-docs: check-venv
-	@. $(VENV_ACTIVATE_FILE); cd docs && $(MAKE) html
 
-serve-docs: check-venv
-	@. $(VENV_ACTIVATE_FILE); cd docs && $(MAKE) serve
+# --- Doc goals ---
+
+# It build project documentation.
+docs: venv
+	$(VENV_ACTIVATE); $(MAKE) -C docs/ html
+
+serve-docs: venv
+	$(VENV_ACTIVATE); $(MAKE) -C docs/ serve
+
+# It cleans project documentation.
+clean-docs: venv
+	$(VENV_ACTIVATE); $(MAKE) -C docs/ clean
+
+
+# --- Unit tests goals ---
+
+# It runs unit tests using the default python interpreter version.
+test: venv
+	uv run -- pytest -s $(or $(ARGS), tests/)
+
+# It runs unit tests using all supported python versions.
+test-all: test-3.10 test-3.11 test-3.12 test-3.13
+
+# It runs unit tests using Python 3.10.
+test-3.10:
+	$(MAKE) test PY_VERSION=3.10
+
+# It runs unit tests using Python 3.11.
+test-3.11:
+	$(MAKE) test PY_VERSION=3.11
+
+# It runs unit tests using Python 3.12.
+test-3.12:
+	$(MAKE) test PY_VERSION=3.12
+
+# It runs unit tests using Python 3.13.
+test-3.13:
+	$(MAKE) test PY_VERSION=3.13
+
+
+# --- Integration tests goals ---
+
+# It runs integration tests.
+it: venv
+	$(MAKE) test ARGS=it/
 
-test: check-venv
-	. $(VENV_ACTIVATE_FILE); nox -s test-3.9
-	. $(VENV_ACTIVATE_FILE); nox -s test-3.12
+# It runs serverless integration tests.
+it_serverless: install_pytest_rally_plugin
+	uv run -- pytest -s --log-cli-level=$(LOG_CI_LEVEL) --track-repository-test-directory=it_serverless it/track_repo_compatibility $(ARGS)
 
-# checks min and max python versions
-it: check-venv python-caches-clean
-	. $(VENV_ACTIVATE_FILE); nox -s it-3.9
-	. $(VENV_ACTIVATE_FILE); nox -s it-3.12
+# It runs rally_tracks_compat integration tests.
+it_tracks_compat: install_pytest_rally_plugin
+	uv run -- pytest -s --log-cli-level=$(LOG_CI_LEVEL) it/track_repo_compatibility $(ARGS)
 
-check-all: lint test it
+# It runs benchmark tests.
+benchmark: venv
+	$(MAKE) test ARGS=benchmarks/
 
-benchmark: check-venv
-	uv run --python=$(PY_VERSION) pytest benchmarks/
+# --- Release goals ---
 
-release-checks: check-venv
-	. $(VENV_ACTIVATE_FILE); ./release-checks.sh $(release_version) $(next_version)
+release-checks: venv
+	$(VENV_ACTIVATE); ./release-checks.sh $(release_version) $(next_version)
 
 # usage: e.g. make release release_version=0.9.2 next_version=0.9.3
-release: check-venv release-checks clean docs lint test it
-	. $(VENV_ACTIVATE_FILE); ./release.sh $(release_version) $(next_version)
+release: venv release-checks clean docs lint test it
+	$(VENV_ACTIVATE); ./release.sh $(release_version) $(next_version)
 
+# This is a shortcut for creating a shell running inside the project virtual environment.
+sh:
+	$(VENV_ACTIVATE); sh
diff --git a/README.md b/README.md
index fc08f618f..615c3a3b6 100644
--- a/README.md
+++ b/README.md
@@ -24,7 +24,7 @@ Rally is developed for Unix and is actively tested on Linux and macOS. Rally sup
 
 **Note**: If you actively develop on Elasticsearch, we recommend that you [install Rally in development mode](https://esrally.readthedocs.io/en/latest/developing.html#installation-instructions-for-development) instead as Elasticsearch is fast moving and Rally always adapts accordingly to the latest main version.
 
-Install Python 3.9+ including `pip3`, git 1.9+ and an [appropriate JDK to run Elasticsearch](https://www.elastic.co/support/matrix#matrix_jvm). Be sure that `JAVA_HOME` points to that JDK. Then run the following command, optionally prefixed by `sudo` if necessary:
+Install Python 3.10+ including `pip3`, git 1.9+ and an [appropriate JDK to run Elasticsearch](https://www.elastic.co/support/matrix#matrix_jvm). Be sure that `JAVA_HOME` points to that JDK. Then run the following command, optionally prefixed by `sudo` if necessary:
 
     pip3 install esrally
 
diff --git a/docker/Dockerfiles/dev/Dockerfile b/docker/Dockerfiles/dev/Dockerfile
index 1ac2e6dbc..15c4ebfba 100644
--- a/docker/Dockerfiles/dev/Dockerfile
+++ b/docker/Dockerfiles/dev/Dockerfile
@@ -34,7 +34,7 @@ RUN chgrp 0 /entrypoint.sh && \
 RUN mkdir -p /rally/.rally && \
     chown -R 1000:0 /rally/
 
-COPY --from=ghcr.io/astral-sh/uv:0.7.12 /uv /uvx /bin/
+COPY --from=ghcr.io/astral-sh/uv:0.8.22 /uv /uvx /bin/
 
 USER 1000
 
diff --git a/docker/Dockerfiles/release/Dockerfile b/docker/Dockerfiles/release/Dockerfile
index 5dccae2e5..82c12301d 100644
--- a/docker/Dockerfiles/release/Dockerfile
+++ b/docker/Dockerfiles/release/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.elastic.co/wolfi/python:3.12.3-dev AS builder
+FROM docker.elastic.co/wolfi/python:3.13.7-dev AS builder
 ARG RALLY_VERSION
 ARG RALLY_LICENSE
 
@@ -36,7 +36,7 @@ RUN chgrp 0 /entrypoint.sh && \
 RUN mkdir -p /rally/.rally && \
     chown -R 1000:0 /rally/
 
-COPY --from=ghcr.io/astral-sh/uv:0.7.12 /uv /uvx /bin/
+COPY --from=ghcr.io/astral-sh/uv:0.8.22 /uv /uvx /bin/
 
 USER 1000
 
diff --git a/docs/install.rst b/docs/install.rst
index e75c9b663..7e1376c42 100644
--- a/docs/install.rst
+++ b/docs/install.rst
@@ -18,7 +18,7 @@ Rally does not support Windows and is only actively tested on macOS and Linux. I
 Python
 ~~~~~~
 
-* Python 3.9-3.12 available as ``python3`` on the path. Verify with: ``python3 --version``.
+* Python (from version 3.10.x to version 3.13.x) available as ``python3`` on the system executable path. Please verify with: ``python3 --version``.
 * Python3 header files (included in the Python3 development package).
 * ``pip3`` available on the path. Verify with ``pip3 --version``.
 
diff --git a/docs/migrate.rst b/docs/migrate.rst
index 72e08bbfe..3009bf923 100644
--- a/docs/migrate.rst
+++ b/docs/migrate.rst
@@ -4,10 +4,10 @@ Migration Guide
 Migrating to Rally 2.12.0
 -------------------------
 
-Minimum Python version is 3.9.0
-^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+Minimum Python version is 3.10.0
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
-Rally 2.12.0 requires Python 3.9.0 or above. Check the :ref:`updated installation instructions <install_python>` for more details.
+Rally 2.12.0 requires Python 3.10.0 or above. Check the :ref:`updated installation instructions <install_python>` for more details.
 
 The metrics store keeps existing index templates
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
diff --git a/docs/quickstart.rst b/docs/quickstart.rst
index 0e8989e4a..bdcaab3f5 100644
--- a/docs/quickstart.rst
+++ b/docs/quickstart.rst
@@ -6,7 +6,7 @@ Rally is developed for Unix and is actively tested on Linux and macOS. Rally sup
 Install
 -------
 
-Install Python 3.9+ including ``pip3``, git 1.9+ and an `appropriate JDK to run Elasticsearch <https://www.elastic.co/support/matrix#matrix_jvm>`_ Be sure that ``JAVA_HOME`` points to that JDK. Then run the following command, optionally prefixed by ``sudo`` if necessary::
+Install Python 3.10+ including ``pip3``, git 1.9+ and an `appropriate JDK to run Elasticsearch <https://www.elastic.co/support/matrix#matrix_jvm>`_ Be sure that ``JAVA_HOME`` points to that JDK. Then run the following command, optionally prefixed by ``sudo`` if necessary::
 
     pip3 install esrally
 
diff --git a/esrally/__init__.py b/esrally/__init__.py
index 1de7a4a2b..7ab247450 100644
--- a/esrally/__init__.py
+++ b/esrally/__init__.py
@@ -17,7 +17,9 @@
 
 import os
 import sys
+import typing
 import urllib
+from collections.abc import Sequence
 
 from ._version import __version__
 
@@ -72,9 +74,20 @@
 '''
 
 
-def check_python_version():
-    if sys.version_info < (3, 9):
-        raise RuntimeError("Rally requires at least Python 3.9 but you are using:\n\nPython %s" % str(sys.version))
+class Version(typing.NamedTuple):
+    major: int
+    minor: int
+
+    def __str__(self) -> str:
+        return f"{self.major}.{self.minor}"
+
+
+MIN_PYTHON_VERSION = Version(3, 10)
+
+
+def check_python_version() -> None:
+    if MIN_PYTHON_VERSION > sys.version_info:
+        raise RuntimeError(f"Expecting Python version >= {MIN_PYTHON_VERSION}, got {sys.version_info}")
 
 
 def doc_link(path=None):
diff --git a/esrally/actor.py b/esrally/actor.py
index 626831297..cb4a28ea7 100644
--- a/esrally/actor.py
+++ b/esrally/actor.py
@@ -14,8 +14,6 @@
 # KIND, either express or implied.  See the License for the
 # specific language governing permissions and limitations
 # under the License.
-from __future__ import annotations
-
 import logging
 import socket
 import traceback
diff --git a/esrally/log.py b/esrally/log.py
index ca6ddc095..0f0274aff 100644
--- a/esrally/log.py
+++ b/esrally/log.py
@@ -109,38 +109,31 @@ def log_config_path():
     return os.path.join(paths.rally_confdir(), "logging.json")
 
 
-def add_missing_loggers_to_config():
-    """
-    Ensures that any missing top level loggers in resources/logging.json are
-    appended to an existing log configuration
-    """
-
-    def _missing_loggers(source, target):
-        """
-        Returns any top-level loggers present in 'source', but not in 'target'
-        :return: A dict of all loggers present in 'source', but not in 'target'
-        """
-        missing_loggers = {}
-        for logger in source:
-            if logger in source and logger in target:
-                continue
-            else:
-                missing_loggers[logger] = source[logger]
-        return missing_loggers
-
-    source_path = io.normalize_path(os.path.join(os.path.dirname(__file__), "resources", "logging.json"))
-
-    with open(log_config_path(), encoding="UTF-8") as target:
-        with open(source_path, encoding="UTF-8") as src:
-            template = json.load(src)
-            existing_logging_config = json.load(target)
-            if missing_loggers := _missing_loggers(source=template["loggers"], target=existing_logging_config["loggers"]):
-                existing_logging_config["loggers"].update(missing_loggers)
-                updated_config = json.dumps(existing_logging_config, indent=2)
+CONFIG_PATH = log_config_path()
+TEMPLATE_PATH = io.normalize_path(os.path.join(os.path.dirname(__file__), "resources", "logging.json"))
+
+
+def add_missing_loggers_to_config(
+    *,
+    config_path: str = CONFIG_PATH,
+    template_path: str = TEMPLATE_PATH,
+):
+    """It appends any missing top level loggers found in resources/logging.json to current log configuration."""
+
+    with open(template_path, encoding="UTF-8") as fd:
+        missing_loggers: dict[str, typing.Any] = json.load(fd)["loggers"]
+
+    with open(config_path, encoding="UTF-8") as fd:
+        config: dict[str, typing.Any] = json.load(fd)
+
+    config_loggers = config.setdefault("loggers", {})
+    for found_logger in config_loggers:
+        missing_loggers.pop(found_logger, None)
 
     if missing_loggers:
-        with open(log_config_path(), "w", encoding="UTF-8") as target:
-            target.write(updated_config)
+        config_loggers.update(missing_loggers)
+        with open(config_path, "w", encoding="UTF-8") as fd:
+            json.dump(config, fd, indent=2)
 
 
 def install_default_log_config():
diff --git a/esrally/metrics.py b/esrally/metrics.py
index b9efbad9e..10b2a0f3c 100644
--- a/esrally/metrics.py
+++ b/esrally/metrics.py
@@ -14,8 +14,6 @@
 # KIND, either express or implied.  See the License for the
 # specific language governing permissions and limitations
 # under the License.
-from __future__ import annotations
-
 import collections
 import datetime
 import glob
diff --git a/esrally/rally.py b/esrally/rally.py
index 5227cd266..6b0ef4b9d 100644
--- a/esrally/rally.py
+++ b/esrally/rally.py
@@ -14,8 +14,6 @@
 # KIND, either express or implied.  See the License for the
 # specific language governing permissions and limitations
 # under the License.
-from __future__ import annotations
-
 import argparse
 import datetime
 import logging
diff --git a/esrally/storage/_executor.py b/esrally/storage/_executor.py
index 16ec56b8c..62af53ed3 100644
--- a/esrally/storage/_executor.py
+++ b/esrally/storage/_executor.py
@@ -14,8 +14,6 @@
 # KIND, either express or implied.  See the License for the
 # specific language governing permissions and limitations
 # under the License.
-from __future__ import annotations
-
 import concurrent.futures
 from typing import Protocol, runtime_checkable
 
diff --git a/esrally/storage/_http.py b/esrally/storage/_http.py
index 729c9b0b5..aeb402224 100644
--- a/esrally/storage/_http.py
+++ b/esrally/storage/_http.py
@@ -14,8 +14,6 @@
 # KIND, either express or implied.  See the License for the
 # specific language governing permissions and limitations
 # under the License.
-from __future__ import annotations
-
 import json
 import logging
 from collections.abc import Mapping, MutableMapping
diff --git a/esrally/storage/_manager.py b/esrally/storage/_manager.py
index 63899ff6d..1cd65a8ba 100644
--- a/esrally/storage/_manager.py
+++ b/esrally/storage/_manager.py
@@ -14,8 +14,6 @@
 # KIND, either express or implied.  See the License for the
 # specific language governing permissions and limitations
 # under the License.
-from __future__ import annotations
-
 import atexit
 import logging
 import os
diff --git a/esrally/storage/_mirror.py b/esrally/storage/_mirror.py
index fbefeba25..2dcd822de 100644
--- a/esrally/storage/_mirror.py
+++ b/esrally/storage/_mirror.py
@@ -14,8 +14,6 @@
 # KIND, either express or implied.  See the License for the
 # specific language governing permissions and limitations
 # under the License.
-from __future__ import annotations
-
 import json
 import os
 from collections import defaultdict
diff --git a/esrally/storage/testing.py b/esrally/storage/testing.py
index 086a5ccb2..7121917ca 100644
--- a/esrally/storage/testing.py
+++ b/esrally/storage/testing.py
@@ -14,8 +14,6 @@
 # KIND, either express or implied.  See the License for the
 # specific language governing permissions and limitations
 # under the License.
-from __future__ import annotations
-
 import copy
 from collections.abc import Iterable
 
diff --git a/esrally/utils/convert.py b/esrally/utils/convert.py
index b0c403f00..9d2a8a40f 100644
--- a/esrally/utils/convert.py
+++ b/esrally/utils/convert.py
@@ -14,8 +14,6 @@
 # KIND, either express or implied.  See the License for the
 # specific language governing permissions and limitations
 # under the License.
-from __future__ import annotations
-
 import enum
 import math
 from collections.abc import Callable
diff --git a/esrally/utils/modules.py b/esrally/utils/modules.py
index 83e9eaef8..023e8796d 100644
--- a/esrally/utils/modules.py
+++ b/esrally/utils/modules.py
@@ -64,6 +64,7 @@ def _modules(self, module_paths: Collection[str], component_name: str, root_path
 
     def _load_component(self, component_name: str, module_dirs: Collection[str], root_path: str) -> ModuleType:
         # precondition: A module with this name has to exist provided that the caller has called #can_load() before.
+        root_module: ModuleType | None = None
         root_module_name = "%s.%s" % (component_name, self.component_entry_point)
         for name, p in self._modules(module_dirs, component_name, root_path):
             self.logger.debug("Loading module [%s]: %s", name, p)
@@ -76,6 +77,8 @@ def _load_component(self, component_name: str, module_dirs: Collection[str], roo
             spec.loader.exec_module(m)
             if name == root_module_name:
                 root_module = m
+        if root_module is None:
+            raise RuntimeError(f"Could not find root module: '{root_module_name}'")
         return root_module
 
     def can_load(self):
diff --git a/esrally/utils/pretty.py b/esrally/utils/pretty.py
index 1067793c7..49c844c11 100644
--- a/esrally/utils/pretty.py
+++ b/esrally/utils/pretty.py
@@ -14,8 +14,6 @@
 # KIND, either express or implied.  See the License for the
 # specific language governing permissions and limitations
 # under the License.
-from __future__ import annotations
-
 import difflib
 import enum
 import json
diff --git a/esrally/utils/threads.py b/esrally/utils/threads.py
index 4190f029a..997ed0586 100644
--- a/esrally/utils/threads.py
+++ b/esrally/utils/threads.py
@@ -14,8 +14,6 @@
 # KIND, either express or implied.  See the License for the
 # specific language governing permissions and limitations
 # under the License.
-from __future__ import annotations
-
 import sys
 import threading
 import time
diff --git a/noxfile.py b/noxfile.py
deleted file mode 100644
index 07490c191..000000000
--- a/noxfile.py
+++ /dev/null
@@ -1,34 +0,0 @@
-import nox
-
-
-@nox.session(python=["3.9", "3.10", "3.11", "3.12"])
-def test(session: nox.Session) -> None:
-    session.install(".[develop]")
-    session.run("pytest")
-
-
-@nox.session(python=["3.9", "3.10", "3.11", "3.12"])
-def it(session: nox.Session) -> None:
-    session.install(".[develop]")
-    session.run("pytest", "-s", "it")
-
-
-@nox.session(python="3.12")
-def it_serverless(session: nox.Session) -> None:
-    session.install(".[develop]")
-    session.install("pytest-rally @ git+https://github.com/elastic/pytest-rally.git")
-    session.run(
-        "pytest",
-        "-s",
-        "it/track_repo_compatibility",
-        "--log-cli-level=INFO",
-        "--track-repository-test-directory=it_serverless",
-        *session.posargs,
-    )
-
-
-@nox.session(python="3")
-def rally_tracks_compat(session: nox.Session) -> None:
-    session.install(".[develop]")
-    session.install("pytest-rally @ git+https://github.com/elastic/pytest-rally.git")
-    session.run("pytest", "it/track_repo_compatibility", "--log-cli-level=INFO")
diff --git a/pyproject.toml b/pyproject.toml
index 628a56c5e..14c8a3512 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -17,7 +17,7 @@ authors = [
 description = "Macrobenchmarking framework for Elasticsearch"
 readme = "README.md"
 license = { text = "Apache License 2.0" }
-requires-python = ">=3.9,<3.13"
+requires-python = ">=3.10,<3.14"
 classifiers = [
     "Topic :: System :: Benchmark",
     "Development Status :: 5 - Production/Stable",
@@ -27,10 +27,10 @@ classifiers = [
     "Operating System :: POSIX",
     "Programming Language :: Python",
     "Programming Language :: Python :: 3",
-    "Programming Language :: Python :: 3.9",
     "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
+    "Programming Language :: Python :: 3.13",
     "Programming Language :: Python :: 3 :: Only",
 ]
 ################################################################################################
@@ -91,7 +91,7 @@ dependencies = [
     "ecs-logging==2.2.0",
     "hatch==1.3.1",
     "hatchling==1.6.0",
-    "wheel==0.37.1",
+    "wheel==0.45.1",
 ]
 
 [project.optional-dependencies]
@@ -113,13 +113,11 @@ develop = [
     "pytest-benchmark==3.4.1",
     "pytest-asyncio==0.19.0",
     "pytest-httpserver==1.0.5",
-    "tox==3.25.0",
-    "nox==2024.3.2",
     "sphinx==5.1.1",
     "furo==2022.06.21",
     "github3.py==3.2.0",
     "pre-commit==2.20.0",
-    "pylint==3.1.0",
+    "pylint==3.3.8",
     "trustme==0.9.0",
     "GitPython==3.1.30",
     # formatting
@@ -152,7 +150,7 @@ esrallyd = "esrally.rallyd:main"
 
 [tool.black]
 line-length = 140
-target-version = ['py39', 'py310', 'py311', 'py312']
+target-version = ['py310', 'py311', 'py312', 'py313']
 
 [tool.isort]
 profile = 'black'
@@ -178,7 +176,7 @@ xfail_strict = true
 # is to keep "arg-type" error code, while disabling other error codes.
 # Ref: https://github.com/elastic/rally/pull/1798
 [tool.mypy]
-python_version = "3.12"
+python_version = "3.13"
 # subset of "strict", kept at global config level as some of the options are
 # supported only at this level
 # https://mypy.readthedocs.io/en/stable/existing_code.html#introduce-stricter-options
diff --git a/tests/log_test.py b/tests/log_test.py
index a2fc29afa..a05634a89 100644
--- a/tests/log_test.py
+++ b/tests/log_test.py
@@ -19,48 +19,58 @@
 import json
 import os
 import time
-from unittest import mock
-from unittest.mock import mock_open, patch
+from typing import Any
 
 import pytest
 
 from esrally import log
 
 
-class TestLog:
-    def _load_logging_template(self, p):
-        with open(p) as f:
-            return json.load(f)
+@pytest.fixture
+def template() -> dict[str, Any]:
+    with open(log.TEMPLATE_PATH) as fd:
+        return json.load(fd)
 
-    @pytest.fixture(autouse=True)
-    def set_configuration(self):
-        p = os.path.join(os.path.join(os.path.dirname(__file__), "..", "esrally", "resources", "logging.json"))
-        self.configuration = self._load_logging_template(p)
 
-    @mock.patch("json.load")
-    def test_add_missing_loggers_to_config_missing(self, mock_json_load, caplog):
-        source_template = copy.deepcopy(self.configuration)
-        existing_configuration = copy.deepcopy(self.configuration)
-        # change existing to differ from source template, showing that we don't overwrite any existing loggers config
-        existing_configuration["loggers"]["rally.profile"]["level"] = "DEBUG"
-        expected_configuration = json.dumps(copy.deepcopy(existing_configuration), indent=2)
-        # simulate user missing 'elastic_transport' in logging.json
-        del existing_configuration["loggers"]["elastic_transport"]
+@pytest.fixture
+def config(tmpdir, template: dict[str, Any]) -> dict[str, Any]:
+    config = copy.deepcopy(template)
+    # change existing to differ from source template, showing that we don't overwrite any existing loggers config
+    config["loggers"]["rally.profile"]["level"] = "DEBUG"
+    # simulate user missing 'elastic_transport' in logging.json
+    del config["loggers"]["elastic_transport"]
+    return config
 
-        # first loads template, then existing configuration
-        mock_json_load.side_effect = [source_template, existing_configuration]
 
-        with patch("builtins.open", mock_open()) as mock_file:
-            log.add_missing_loggers_to_config()
-            handle = mock_file()
-            handle.write.assert_called_once_with(expected_configuration)
+@pytest.fixture
+def config_path(tmpdir, config: dict[str, Any]) -> str:
+    path = os.path.join(tmpdir, "config.json")
+    with open(path, "w") as fd:
+        json.dump(config, fd)
+    return path
 
-    log_format = "%(asctime)s %(message)s"
 
-    def test_configure_formatter_utc(self):
-        formatter = log.configure_utc_formatter(format=self.log_format, datefmt="%Y-%m-%d %H:%M:%S")
-        assert formatter.converter is time.gmtime
+def test_add_missing_loggers_to_config_missing(template: dict[str, Any], config: dict[str, Any], config_path: str) -> None:
+    log.add_missing_loggers_to_config(config_path=config_path)
 
-    def test_configure_formatter_localtime(self):
-        formatter = log.configure_utc_formatter(format=self.log_format, datefmt="%Y-%m-%d %H:%M:%S", timezone="localtime")
-        assert formatter.converter is time.localtime
+    with open(config_path) as fd:
+        got = json.load(fd)
+
+    want = copy.deepcopy(config)
+    want["loggers"].update((k, v) for k, v in template["loggers"].items() if k not in config["loggers"])
+
+    assert got["loggers"] == want["loggers"]
+
+
+LOG_FORMAT = "%(asctime)s %(message)s"
+DATE_FORMAT = "%Y-%m-%d %H:%M:%S"
+
+
+def test_configure_formatter_utc():
+    formatter = log.configure_utc_formatter(format=LOG_FORMAT, datefmt=DATE_FORMAT)
+    assert formatter.converter is time.gmtime
+
+
+def test_configure_formatter_localtime():
+    formatter = log.configure_utc_formatter(format=LOG_FORMAT, datefmt=DATE_FORMAT, timezone="localtime")
+    assert formatter.converter is time.localtime
diff --git a/tests/types_test.py b/tests/types_test.py
index 65e6d9378..7305c094d 100644
--- a/tests/types_test.py
+++ b/tests/types_test.py
@@ -20,24 +20,20 @@
 from importlib import import_module
 from inspect import getsourcelines, isclass, signature
 from os.path import sep
-from pathlib import Path as _Path
+from pathlib import Path
 from types import FunctionType
 from typing import Optional, get_args
 
 from esrally import types
 
 
-class Path(_Path):
-    # needs to populate _flavour manually because Path.__new__() doesn't for subclasses
-    _flavour = _Path()._flavour  # pylint: disable=W0212
-
-    def glob_modules(self, pattern, *args, **kwargs):
-        for file in self.glob(pattern, *args, **kwargs):
-            if not file.match("*.py"):
-                continue
-            pyfile = file.relative_to(self)
-            modpath = pyfile.parent if pyfile.name == "__init__.py" else pyfile.with_suffix("")
-            yield import_module(str(modpath).replace(sep, "."))
+def glob_modules(path: Path, pattern, *args, **kwargs):
+    for file in path.glob(pattern, *args, **kwargs):
+        if not file.match("*.py"):
+            continue
+        pyfile = file.relative_to(path)
+        modpath = pyfile.parent if pyfile.name == "__init__.py" else pyfile.with_suffix("")
+        yield import_module(str(modpath).replace(sep, "."))
 
 
 project_root = Path(__file__).parent / ".."
@@ -125,6 +121,6 @@ def assert_annotations(obj, ident, *expects):
 
 class TestConfigTypeHint:
     def test_esrally_module_annotations(self):
-        for module in project_root.glob_modules("esrally/**/*.py"):
-            assert_annotations(module, "cfg", types.Config, "types.Config")
+        for module in glob_modules(project_root, "esrally/**/*.py"):
+            assert_annotations(module, "cfg", types.Config, "types.Config", "types.Config | None")
             assert_annotations(module, "config", types.Config, Optional[types.Config], ConfigParser)
diff --git a/tests/version_test.py b/tests/version_test.py
index 8acfcf7e2..da43f5a63 100644
--- a/tests/version_test.py
+++ b/tests/version_test.py
@@ -15,18 +15,48 @@
 # specific language governing permissions and limitations
 # under the License.
 
+import dataclasses
 import os
+import sys
 
+import pytest
+
+import esrally
 from esrally import version
+from esrally.utils import cases
 
 MIN_ES_VERSION_PATH = os.path.join(os.path.dirname(version.__file__), "min-es-version.txt")
 
 
-class TestVersion:
+def test_minimum_es_version():
+    assert os.path.exists(MIN_ES_VERSION_PATH)
+    got = version.minimum_es_version()
+    with open(MIN_ES_VERSION_PATH) as f:
+        want = f.read().strip()
+    assert want == got
+
+
+@dataclasses.dataclass
+class VersionCase:
+    version: esrally.Version
+    want_error: Exception | None = None
+
+
+@cases.cases(
+    v309=VersionCase(esrally.Version(3, 9), want_error=RuntimeError(f"Expecting Python version >= {esrally.MIN_PYTHON_VERSION}, got 3.9")),
+    v310=VersionCase(esrally.Version(3, 10)),
+    v311=VersionCase(esrally.Version(3, 11)),
+    v321=VersionCase(esrally.Version(3, 12)),
+    v313=VersionCase(esrally.Version(3, 13)),
+    v314=VersionCase(esrally.Version(3, 14)),
+)
+def test_check_version(case: VersionCase, monkeypatch: pytest.MonkeyPatch) -> None:
+    monkeypatch.setattr(sys, "version_info", case.version)
+    monkeypatch.setattr(sys, "version", str(case.version))
+    if case.want_error is None:
+        esrally.check_python_version()
+        return
 
-    def test_minimum_es_version(self):
-        assert os.path.exists(MIN_ES_VERSION_PATH)
-        got = version.minimum_es_version()
-        with open(MIN_ES_VERSION_PATH) as f:
-            want = f.read().strip()
-        assert want == got
+    want_error_types = (type(case.want_error),)
+    with pytest.raises(want_error_types, match=str(case.want_error)):
+        esrally.check_python_version()
diff --git a/uv.lock b/uv.lock
index db0a7635b..c1facbf70 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,11 +1,10 @@
 version = 1
-revision = 2
-requires-python = ">=3.9, <3.13"
+revision = 3
+requires-python = ">=3.10, <3.14"
 resolution-markers = [
     "python_full_version >= '3.12'",
     "python_full_version == '3.11.*'",
-    "python_full_version == '3.10.*'",
-    "python_full_version < '3.10'",
+    "python_full_version < '3.11'",
 ]
 
 [[package]]
@@ -77,21 +76,21 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/ca/1a/3bd7f18e3909eabd57e5d17ecdbf5ea4c5828d91341e3676a07de7c76312/aiohttp-3.10.11-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:6ce66780fa1a20e45bc753cda2a149daa6dbf1561fc1289fa0c308391c7bc0a4", size = 1302618, upload-time = "2024-11-13T16:38:19.865Z" },
     { url = "https://files.pythonhosted.org/packages/cf/51/d063133781cda48cfdd1e11fc8ef45ab3912b446feba41556385b3ae5087/aiohttp-3.10.11-cp312-cp312-win32.whl", hash = "sha256:a919c8957695ea4c0e7a3e8d16494e3477b86f33067478f43106921c2fef15bb", size = 360497, upload-time = "2024-11-13T16:38:21.996Z" },
     { url = "https://files.pythonhosted.org/packages/55/4e/f29def9ed39826fe8f85955f2e42fe5cc0cbe3ebb53c97087f225368702e/aiohttp-3.10.11-cp312-cp312-win_amd64.whl", hash = "sha256:b5e29706e6389a2283a91611c91bf24f218962717c8f3b4e528ef529d112ee27", size = 380577, upload-time = "2024-11-13T16:38:24.247Z" },
-    { url = "https://files.pythonhosted.org/packages/cc/df/aa0d1548db818395a372b5f90e62072677ce786d6b19680c49dd4da3825f/aiohttp-3.10.11-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:cdc493a2e5d8dc79b2df5bec9558425bcd39aff59fc949810cbd0832e294b106", size = 589833, upload-time = "2024-11-13T16:39:49.72Z" },
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