diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 4f91d0b..b362d62 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -2,20 +2,20 @@
 # See https://pre-commit.com/hooks.html for more hooks
 repos:
 - repo: https://github.com/pre-commit/pre-commit-hooks
-  rev: v4.4.0
+  rev: v5.0.0
   hooks:
   -   id: trailing-whitespace
   -   id: end-of-file-fixer
 - repo: https://github.com/psf/black
-  rev: "24.10.0"
+  rev: "25.1.0"
   hooks:
   -   id: black
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.6.9
+  rev: v0.9.4
   hooks:
   - id: ruff
 - repo: https://github.com/RobertCraigie/pyright-python
-  rev: v1.1.383
+  rev: v1.1.393
   hooks:
   - id: pyright
     name: pyright (system)
diff --git a/CHANGELOG.md b/CHANGELOG.md
index c437da8..4033a33 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,6 +7,10 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## [Unreleased]
 
+### Changed
+
+- Upgrade to browsertrix crawler 1.5.0, Python 3.13 and others (#462)
+
 ## [2.1.7] - 2024-01-10
 
 ### Changed
diff --git a/Dockerfile b/Dockerfile
index 9d88f45..d2854dc 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,13 +1,16 @@
-FROM webrecorder/browsertrix-crawler:1.4.2
+FROM webrecorder/browsertrix-crawler:1.5.0
 LABEL org.opencontainers.image.source=https://github.com/openzim/zimit
 
+# add deadsnakes ppa for latest Python on Ubuntu
+RUN add-apt-repository ppa:deadsnakes/ppa -y
+
 RUN apt-get update \
  && apt-get install -qqy --no-install-recommends \
       libmagic1 \
-      python3.12-venv \
+      python3.13-venv \
  && rm -rf /var/lib/apt/lists/* \
  # python setup (in venv not to conflict with browsertrix)
- && python3.12 -m venv /app/zimit \
+ && python3.13 -m venv /app/zimit \
  # placeholder (default output location)
  && mkdir -p /output \
  # disable chrome upgrade
diff --git a/pyproject.toml b/pyproject.toml
index ffedf8b..e4e7696 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,10 +1,10 @@
 [build-system]
-requires = ["hatchling", "hatch-openzim==0.2.0"]
+requires = ["hatchling", "hatch-openzim"]
 build-backend = "hatchling.build"
 
 [project]
 name = "zimit"
-requires-python = ">=3.12,<3.13"
+requires-python = ">=3.13,<3.14"
 description = "Make ZIM file from any website through crawling"
 readme = "README.md"
 dependencies = [
@@ -26,20 +26,20 @@ scripts = [
   "invoke==2.2.0",
 ]
 lint = [
-  "black==24.10.0",
-  "ruff==0.6.9",
+  "black==25.1.0",
+  "ruff==0.9.4",
 ]
 check = [
-  "pyright==1.1.383",
+  "pyright==1.1.393",
 ]
 test = [
-  "pytest==8.3.3",
-  "coverage==7.6.1",
+  "pytest==8.3.4",
+  "coverage==7.6.10",
 ]
 dev = [
-  "pre-commit==4.0.0",
-  "debugpy==1.8.6",
-  "selenium==4.25.0", # used in daily tests, convenient for dev purpose (autocompletion)
+  "pre-commit==4.1.0",
+  "debugpy==1.8.12",
+  "selenium==4.28.1", # used in daily tests, convenient for dev purpose (autocompletion)
   "zimit[scripts]",
   "zimit[lint]",
   "zimit[test]",
@@ -95,10 +95,10 @@ all = "inv checkall --args '{args}'"
 
 [tool.black]
 line-length = 88
-target-version = ['py312']
+target-version = ['py313']
 
 [tool.ruff]
-target-version = "py312"
+target-version = "py313"
 line-length = 88
 src = ["src"]
 
@@ -221,5 +221,5 @@ exclude_lines = [
 include = ["src", "tests", "tasks.py"]
 exclude = [".env/**", ".venv/**"]
 extraPaths = ["src"]
-pythonVersion = "3.12"
+pythonVersion = "3.13"
 typeCheckingMode="basic"
diff --git a/tests-daily/Dockerfile b/tests-daily/Dockerfile
index f6118fe..22d45ef 100644
--- a/tests-daily/Dockerfile
+++ b/tests-daily/Dockerfile
@@ -1,5 +1,5 @@
 # Let's extract kiwix-tools as usual on alpine temporary build container
-FROM alpine:3.18 as kiwix-serve
+FROM alpine:3.21 as kiwix-serve
 LABEL org.opencontainers.image.source https://github.com/openzim/kiwix-tools
 
 # TARGETPLATFORM is injected by docker build
@@ -30,7 +30,7 @@ RUN set -e && \
     curl -k -L $url | tar -xz -C /kiwix-serve --strip-components 1
 
 # Build real "workload" container
-FROM python:3.12-slim-bookworm
+FROM python:3.13-slim-bookworm
 
 # Add kiwix-serve
 COPY --from=kiwix-serve /kiwix-serve /usr/local/bin
@@ -70,6 +70,6 @@ RUN rm /tmp/chrome-linux64.zip /tmp/chromedriver-linux64.zip /tmp/versions.json
 RUN \
    python -m pip install --no-cache-dir -U \
      pip \
-     selenium==4.23.0 \
-     pytest==8.2.2 \
+     selenium==4.28.1 \
+     pytest==8.3.4 \
 && mkdir -p /work
diff --git a/tests-integration/integration.py b/tests-integration/integration.py
index 9d37b0f..b757e3d 100644
--- a/tests-integration/integration.py
+++ b/tests-integration/integration.py
@@ -17,7 +17,7 @@ def test_zim_main_page():
     was a redirect to https
     Ensure main page is the redirected page"""
 
-    main_entry = Archive("/output/tests_en_onepage.zim").main_entry
+    main_entry = Archive(Path("/output/tests_en_onepage.zim")).main_entry
     assert main_entry.is_redirect
     assert (
         main_entry.get_redirect_entry().path
@@ -28,7 +28,7 @@ def test_zim_main_page():
 def test_zim_scraper():
     """Check content of scraper metadata"""
 
-    zim_fh = Archive("/output/tests_en_onepage.zim")
+    zim_fh = Archive(Path("/output/tests_en_onepage.zim"))
     scraper = zim_fh.get_text_metadata("Scraper")
     assert "zimit " in scraper
     assert "warc2zim " in scraper
@@ -37,7 +37,7 @@ def test_zim_scraper():
 
 def test_files_list():
     """Check that expected files are present in the ZIM at proper path"""
-    zim_fh = Archive("/output/tests_en_onepage.zim")
+    zim_fh = Archive(Path("/output/tests_en_onepage.zim"))
     for expected_entry in [
         "_zim_static/__wb_module_decl.js",
         "_zim_static/wombat.js",
@@ -87,11 +87,12 @@ def test_user_agent():
 
 def test_stats_output():
     assert json.loads(Path("/output/crawl.json").read_bytes()) == {
-        "crawled": 35,
+        "crawled": 17,
         "pending": 0,
         "pendingPages": [],
-        "total": 35,
-        "failed": 18,
+        "total": 17,
+        "failed": 1,
+        "failedWillRetry": 17,
         "limit": {"max": 0, "hit": False},
     }