diff --git a/.github/workflows/playwright.yml b/.github/workflows/playwright.yml
index 9f9af59..5e3434a 100644
--- a/.github/workflows/playwright.yml
+++ b/.github/workflows/playwright.yml
@@ -3,7 +3,7 @@ name: Playwright E2E Tests
 on:
   push:
     branches:
-      - "main"
+      - 'main'
   pull_request:
     types: [opened, synchronize, reopened]
   # Allows workflow to be called from other workflows
@@ -21,6 +21,10 @@ concurrency:
 jobs:
   playwright-e2e-tests:
     runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        streamlit: ['1.50.0', 'latest']
 
     defaults:
       run:
@@ -32,12 +36,12 @@ jobs:
         with:
           ref: ${{ inputs.ref }}
           persist-credentials: false
-          submodules: "recursive"
+          submodules: 'recursive'
           fetch-depth: 2
       - name: Set up Python 3.12
         uses: actions/setup-python@v5
         with:
-          python-version: "3.12"
+          python-version: '3.12'
       - name: Enable and Prepare Latest Yarn
         run: |
           corepack enable
@@ -46,9 +50,9 @@ jobs:
       - name: Setup Node
         uses: actions/setup-node@v4
         with:
-          node-version-file: ".nvmrc"
-          cache: "yarn"
-          cache-dependency-path: "**/yarn.lock"
+          node-version-file: '.nvmrc'
+          cache: 'yarn'
+          cache-dependency-path: '**/yarn.lock'
       - name: Make frontend
         run: |
           cd streamlit_bokeh/frontend
@@ -88,6 +92,11 @@ jobs:
           source venv/bin/activate
           pip install --upgrade pip
           pip install -r e2e_playwright/test-requirements.txt
+          if [[ "${{ matrix.streamlit }}" == "latest" ]]; then
+            pip install streamlit
+          else
+            pip install "streamlit==${{ matrix.streamlit }}"
+          fi
           python -m playwright install --with-deps
       - name: Run playwright tests
         run: |
@@ -98,5 +107,5 @@ jobs:
         uses: actions/upload-artifact@v4
         if: always()
         with:
-          name: playwright_test_results
+          name: playwright_test_results-${{ matrix.streamlit }}
           path: e2e_playwright/test-results
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diff --git a/e2e_playwright/bokeh_chart_basics_test.py b/e2e_playwright/bokeh_chart_basics_test.py
index b34357d..377fa45 100644
--- a/e2e_playwright/bokeh_chart_basics_test.py
+++ b/e2e_playwright/bokeh_chart_basics_test.py
@@ -13,30 +13,46 @@
 # limitations under the License.
 
 import pytest
-from conftest import ImageCompareFunction, wait_for_app_run
 from chart_types import CHART_TYPES
+from conftest import ImageCompareFunction, wait_for_app_run
 from playwright.sync_api import Page, expect
 
 
 @pytest.mark.parametrize("chart", CHART_TYPES)
 def test_bokeh_chart(
-    themed_app: Page, assert_snapshot: ImageCompareFunction, chart: str
+    themed_app: Page, assert_snapshot: ImageCompareFunction, chart: str, is_v2: bool
 ):
     """Test that st.bokeh_chart renders correctly."""
     themed_app.get_by_test_id("stSelectbox").locator("input").click()
 
     # Take a snapshot of the selection dropdown:
     selection_dropdown = themed_app.locator('[data-baseweb="popover"]').first
+    selection_dropdown.get_by_text(chart).scroll_into_view_if_needed()
     selection_dropdown.get_by_text(chart).click()
+    # Make sure the dropdown closed before we continue to snapshots.
+    expect(selection_dropdown).to_be_hidden()
 
     wait_for_app_run(themed_app)
-    iframes = themed_app.locator("iframe")
-    IFRAME_COUNT = 2
-    expect(iframes).to_have_count(IFRAME_COUNT)
 
-    for idx in range(IFRAME_COUNT):
-        label = "use-container-width" if idx == 1 else "standard-width"
-        iframe = iframes.nth(idx)
-        canvas = iframe.content_frame.locator("div.bk-Canvas")
-        expect(canvas).to_be_visible()
-        assert_snapshot(iframe, name=f"bokeh_chart-{chart}-{label}")
+    if is_v2:
+        # Custom Component v2 renders inline without iframes
+        instances = themed_app.locator("[data-testid=stBidiComponentRegular]")
+        EXPECTED_INSTANCE_COUNT = 2
+        expect(instances).to_have_count(EXPECTED_INSTANCE_COUNT)
+        for idx in range(EXPECTED_INSTANCE_COUNT):
+            label = "use-container-width" if idx == 1 else "standard-width"
+            instance = instances.nth(idx)
+            canvas = instance.locator("div.bk-Canvas")
+            expect(canvas).to_be_visible()
+            assert_snapshot(instance, name=f"bokeh_chart-{chart}-{label}")
+    else:
+        # Custom Component v1 renders inside iframes
+        iframes = themed_app.locator("iframe")
+        IFRAME_COUNT = 2
+        expect(iframes).to_have_count(IFRAME_COUNT)
+        for idx in range(IFRAME_COUNT):
+            label = "use-container-width" if idx == 1 else "standard-width"
+            iframe = iframes.nth(idx)
+            canvas = iframe.content_frame.locator("div.bk-Canvas")
+            expect(canvas).to_be_visible()
+            assert_snapshot(iframe, name=f"bokeh_chart-{chart}-{label}")
diff --git a/e2e_playwright/conftest.py b/e2e_playwright/conftest.py
index 20b1756..9387131 100644
--- a/e2e_playwright/conftest.py
+++ b/e2e_playwright/conftest.py
@@ -41,6 +41,8 @@
 
 import pytest
 import requests
+import streamlit as st
+from packaging.version import Version
 from PIL import Image
 from playwright.sync_api import (
     ElementHandle,
@@ -49,7 +51,6 @@
     Page,
 )
 from pytest import FixtureRequest
-
 from shared.git_utils import get_git_root
 
 if TYPE_CHECKING:
@@ -76,6 +77,14 @@ def pytest_generate_tests(metafunc: pytest.Metafunc):
     reorder_early_fixtures(metafunc)
 
 
+def _detect_streamlit_mode() -> str:
+    """Return 'v1' for Custom Component v1 API, 'v2' for Custom Component v2 API.
+
+    Streamlit introduces the Custom Component v2 API starting with version 1.51.0.
+    """
+    return "v2" if Version(st.__version__) >= Version("1.51.0") else "v1"
+
+
 class AsyncSubprocess:
     """A context manager. Wraps subprocess. Popen to capture output safely."""
 
@@ -206,6 +215,12 @@ def wait_for_app_server_to_start(port: int, timeout: int = 5) -> bool:
 # region Fixtures
 
 
+@pytest.fixture(scope="session")
+def is_v2() -> bool:
+    """True when running with Custom Component v2 API (Streamlit >= 1.51.0)."""
+    return _detect_streamlit_mode() == "v2"
+
+
 @pytest.fixture(scope="module")
 def app_port(worker_id: str) -> int:
     """Fixture that returns an available port on localhost."""
@@ -419,7 +434,7 @@ def output_folder(pytestconfig: Any) -> Path:
 
 @pytest.fixture(scope="function")
 def assert_snapshot(
-    request: FixtureRequest, output_folder: Path
+    request: FixtureRequest, output_folder: Path, is_v2: bool
 ) -> Generator[ImageCompareFunction, None, None]:
     """Fixture that compares a screenshot with screenshot from a past run."""
     root_path = get_git_root()
@@ -443,6 +458,11 @@ def assert_snapshot(
     match = re.search(r"\[(.*?)\]", request.node.name)
     if match:
         snapshot_file_suffix = f"[{match.group(1)}]"
+    # Add version suffix for Streamlit v2 to allow parallel baselines
+    if is_v2:
+        snapshot_file_suffix = (
+            f"{snapshot_file_suffix[:-1]}-v2]" if snapshot_file_suffix else "[v2]"
+        )
 
     snapshot_default_file_name: str = test_function_name + snapshot_file_suffix
 
diff --git a/streamlit_bokeh/__init__.py b/streamlit_bokeh/__init__.py
index 80d0d98..7d620a7 100644
--- a/streamlit_bokeh/__init__.py
+++ b/streamlit_bokeh/__init__.py
@@ -15,12 +15,12 @@
 import importlib.metadata
 import json
 import os
-import re
 from typing import TYPE_CHECKING
 
 import bokeh
 import streamlit as st
 from bokeh.embed import json_item
+from packaging.version import Version
 
 if TYPE_CHECKING:
     from bokeh.plotting.figure import Figure
@@ -34,43 +34,11 @@
 _RELEASE = not _DEV
 
 
-def _version_ge(a: str, b: str) -> bool:
-    """
-    Return True if version string a is greater than or equal to b.
-
-    The comparison extracts up to three numeric components from each version
-    string (major, minor, patch) and compares them as integer tuples.
-    Non-numeric suffixes (for example, 'rc1', 'dev') are ignored.
-
-    Parameters
-    ----------
-    a : str
-        The left-hand version string.
-    b : str
-        The right-hand version string to compare against.
-
-    Returns
-    -------
-    bool
-        True if a >= b, otherwise False.
-    """
-
-    def parse(v: str) -> tuple[int, int, int]:
-        nums = [int(x) for x in re.findall(r"\d+", v)[:3]]
-        while len(nums) < 3:
-            nums.append(0)
-        return nums[0], nums[1], nums[2]
-
-    return parse(a) >= parse(b)
-
-
 _STREAMLIT_VERSION = importlib.metadata.version("streamlit")
 
 # If streamlit version is >= 1.51.0 use Custom Component v2 API, otherwise use
 # Custom Component v1 API
-# _IS_USING_CCV2 = _version_ge(_STREAMLIT_VERSION, "1.51.0")
-# Temporarily setting this to False, will be updated in next PR.
-_IS_USING_CCV2 = False
+_IS_USING_CCV2 = Version(_STREAMLIT_VERSION) >= Version("1.51.0")
 
 # Version-gated component registration
 if _IS_USING_CCV2: