diff --git a/CHANGELOG.md b/CHANGELOG.md
index fba8710a2f..a378aaaeeb 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,6 +1,6 @@
 # Release History
 
-## Unreleased
+## 1.52.0 (TBD)
 
 ### Snowpark Python API Updates
 
@@ -8,6 +8,12 @@
 
 - Clarified that the JDBC driver JAR referenced via `udtf_configs.imports` in `DataFrameReader.jdbc()` must be downloaded from the database vendor and uploaded to a Snowflake stage.
 
+### Snowpark pandas API Updates
+
+#### Dependency Updates
+
+- Relaxed the `pandas` dependency ceiling for Snowpark pandas extras to `<3.1`.
+
 ## 1.51.0 (2026-05-18)
 
 ### Snowpark Python API Updates
diff --git a/setup.py b/setup.py
index a3e3699e8f..2a67aeecb6 100644
--- a/setup.py
+++ b/setup.py
@@ -14,8 +14,7 @@
 THIS_DIR = os.path.dirname(os.path.realpath(__file__))
 SRC_DIR = os.path.join(THIS_DIR, "src")
 SNOWPARK_SRC_DIR = os.path.join(SRC_DIR, "snowflake", "snowpark")
-# Snowpark pandas requires modin 0.36.x or 0.37.x, which are compatible with pandas
-# 2.2.x or 2.3.x
+# Snowpark pandas requires modin 0.36.x or 0.37.x.
 MODIN_DEPENDENCY_VERSION = ">=0.36.0, <0.38.0"
 CONNECTOR_DEPENDENCY_VERSION = ">=3.17.0, <5.0.0"
 CONNECTOR_DEPENDENCY = f"snowflake-connector-python{CONNECTOR_DEPENDENCY_VERSION}"
@@ -43,7 +42,7 @@
 MODIN_REQUIREMENTS = [
     *PANDAS_REQUIREMENTS,
     f"modin{MODIN_DEPENDENCY_VERSION}",
-    "pandas<=2.4",
+    "pandas<3.1",
     "tqdm",  # For progress bars during backend switching
     "ipywidgets",  # For enhanced progress bars in Jupyter notebooks
 ]
diff --git a/tests/integ/test_packaging.py b/tests/integ/test_packaging.py
index da7a0fbf0d..47a07f3a8e 100644
--- a/tests/integ/test_packaging.py
+++ b/tests/integ/test_packaging.py
@@ -11,6 +11,7 @@
 from unittest.mock import patch
 
 import pytest
+from packaging.version import Version
 
 from snowflake.snowpark import Row, Session
 from snowflake.snowpark._internal.packaging_utils import (
@@ -51,6 +52,14 @@
     is_pandas_and_numpy_available = False
 
 
+def assert_numpy_and_pandas_version_pair(
+    version_pair: str, expected_numpy_ver: str
+) -> None:
+    numpy_ver, pandas_ver = version_pair.split("/", 1)
+    assert numpy_ver == expected_numpy_ver
+    assert Version(pandas_ver) < Version("3.1")
+
+
 @pytest.fixture(scope="module", autouse=True)
 def setup(session, resources_path, local_testing_mode):
     tmp_stage_name = Utils.random_stage_name()
@@ -196,14 +205,14 @@ def test_add_packages(session, local_testing_mode):
     session.add_packages(
         [
             numpy_version,
-            "pandas==2.3.3",
+            "pandas<3.1",
             "matplotlib",
             "pyyaml",
         ]
     )
     assert session.get_packages() == {
         "numpy": numpy_version,
-        "pandas": "pandas==2.3.3",
+        "pandas": "pandas<3.1",
         "matplotlib": "matplotlib",
         "pyyaml": "pyyaml",
     }
@@ -219,11 +228,12 @@ def get_numpy_pandas_dateutil_version() -> str:
     res = df.select(call_udf(udf_name)).collect()[0][0]
     # don't need to check the version of dateutil, as it can be changed on the server side
     expected_numpy_ver = "2.3.5" if sys.version_info >= (3, 13) else "1.26.3"
-    assert (
-        res.startswith(f"{expected_numpy_ver}/2.3.3")
-        if not local_testing_mode
-        else res == get_numpy_pandas_dateutil_version()
-    )
+    if local_testing_mode:
+        assert res == get_numpy_pandas_dateutil_version()
+    else:
+        numpy_ver, pandas_ver, _ = res.split("/", 2)
+        assert numpy_ver == expected_numpy_ver
+        assert Version(pandas_ver) < Version("3.1")
 
     # only add pyyaml, which will overwrite the previously added packages
     # so matplotlib will not be available on the server side
@@ -447,7 +457,7 @@ def test_add_requirements(session, resources_path, local_testing_mode):
     session.add_requirements(test_files.test_requirements_file)
     assert session.get_packages() == {
         "numpy": "numpy==2.3.5" if sys.version_info >= (3, 13) else "numpy==1.26.3",
-        "pandas": "pandas==2.3.3",
+        "pandas": "pandas<3.1",
     }
 
     udf_name = Utils.random_name_for_temp_object(TempObjectType.FUNCTION)
@@ -459,12 +469,11 @@ def get_numpy_pandas_version() -> str:
     df = session.create_dataframe([None]).to_df("a")
     res = df.select(call_udf(udf_name))
     expected_numpy_ver = "2.3.5" if sys.version_info >= (3, 13) else "1.26.3"
-    Utils.check_answer(
-        res,
-        [Row(f"{expected_numpy_ver}/2.3.3")]
-        if not local_testing_mode
-        else [Row(f"{numpy.__version__}/{pandas.__version__}")],
-    )
+    if local_testing_mode:
+        Utils.check_answer(res, [Row(f"{numpy.__version__}/{pandas.__version__}")])
+    else:
+        version_pair = res.collect()[0][0]
+        assert_numpy_and_pandas_version_pair(version_pair, expected_numpy_ver)
 
 
 def test_add_requirements_twice_should_fail_if_packages_are_different(
@@ -475,7 +484,7 @@ def test_add_requirements_twice_should_fail_if_packages_are_different(
     session.add_requirements(test_files.test_requirements_file)
     assert session.get_packages() == {
         "numpy": f"numpy=={expected_numpy_ver}",
-        "pandas": "pandas==2.3.3",
+        "pandas": "pandas<3.1",
     }
 
     with pytest.raises(ValueError, match="Cannot add package"):
@@ -968,7 +977,7 @@ def test_add_requirements_with_empty_stage_as_cache_path(
     expected_numpy_ver = "2.3.5" if sys.version_info >= (3, 13) else "1.26.3"
     assert session.get_packages() == {
         "numpy": f"numpy=={expected_numpy_ver}",
-        "pandas": "pandas==2.3.3",
+        "pandas": "pandas<3.1",
     }
 
     udf_name = Utils.random_name_for_temp_object(TempObjectType.FUNCTION)
diff --git a/tests/resources/test_requirements.txt b/tests/resources/test_requirements.txt
index 2931b12135..13a2ffb844 100644
--- a/tests/resources/test_requirements.txt
+++ b/tests/resources/test_requirements.txt
@@ -1,2 +1,2 @@
 numpy==1.26.3
-pandas==2.3.3
+pandas<3.1
diff --git a/tests/resources/test_requirements_py313.txt b/tests/resources/test_requirements_py313.txt
index 7ff532ea89..c74db7b97f 100644
--- a/tests/resources/test_requirements_py313.txt
+++ b/tests/resources/test_requirements_py313.txt
@@ -1,2 +1,2 @@
 numpy==2.3.5
-pandas==2.3.3
+pandas<3.1
diff --git a/tox.ini b/tox.ini
index 9b4ab73404..d1ee296471 100644
--- a/tox.ini
+++ b/tox.ini
@@ -106,7 +106,7 @@ setenv =
     # Cap pyarrow<21 for Snowpark pandas tests on Jenkins due to SNOW-2266293
     snowparkpandasjenkins: SNOWFLAKE_PYTEST_MODIN_JENKINS_PYARROW_CAP = pyarrow<21
     pyarrowcap: SNOWFLAKE_PYTEST_MODIN_JENKINS_PYARROW_CAP = pyarrow<21
-    pandascap: SNOWFLAKE_PYTEST_MODIN_JENKINS_PANDAS_CAP = pandas<=2.3.2
+    pandascap: SNOWFLAKE_PYTEST_MODIN_JENKINS_PANDAS_CAP = pandas<3.1
 
 passenv =
     AWS_ACCESS_KEY_ID