diff --git a/.github/workflows/build-python.yml b/.github/workflows/build-python.yml
index 6b15ad4443..69678830df 100644
--- a/.github/workflows/build-python.yml
+++ b/.github/workflows/build-python.yml
@@ -155,22 +155,6 @@ jobs:
           pdm run pip freeze | grep '^pandas'
           pdm run pip freeze | grep -q '^pandas==${{ matrix.pandas_v1 && '1' || '2' }}\.'
 
-      - name: Test code (RAM expensive in tests/models, tests/testing, tests/test_metamorphic_invariance.py)
-        if: ${{ startsWith(matrix.os, 'windows') }}
-        run: pdm test-ram tests/models tests/testing tests/test_metamorphic_invariance.py
-
-      - name: Test code (RAM expensive, /tests/models and /tests/testing)
-        if: ${{ !startsWith(matrix.os, 'windows') }}
-        run: pdm test-ram --memray tests/models tests/testing tests/test_metamorphic_invariance.py
-
-      - name: Test code (RAM expensive, others)
-        if: ${{ startsWith(matrix.os, 'windows') }}
-        run: pdm test-ram tests/ --ignore=tests/models  --ignore=tests/testing --ignore=tests/test_metamorphic_invariance.py
-
-      - name: Test code (RAM expensive, others)
-        if: ${{ !startsWith(matrix.os, 'windows') }}
-        run: pdm test-ram --memray tests/ --ignore=tests/models --ignore=tests/testing --ignore=tests/test_metamorphic_invariance.py
-
       - name: Test code (concurrency)
         run: pdm test-worker
 
@@ -199,13 +183,7 @@ jobs:
         if: ${{ inputs.run-integration-tests }}
         env:
           PYTEST_XDIST_AUTO_NUM_WORKERS: 2
-        run: pdm test-slow tests/integrations
-
-      - name: Run integration tests for python
-        if: ${{ inputs.run-integration-tests }}
-        env:
-          PYTEST_XDIST_AUTO_NUM_WORKERS: 2
-        run: pdm test-slow tests/ --ignore=tests/integrations
+        run: pdm test-slow tests/
 
       - name: "Memory csv"
         if: ${{ always() && matrix.os == 'ubuntu-latest' && matrix.python-version == '3.10' && !matrix.langchain_minimal && !matrix.pandas_v1 && !matrix.pydantic_v1 }}
diff --git a/conftest.py b/conftest.py
index 97986eb875..267b40494e 100644
--- a/conftest.py
+++ b/conftest.py
@@ -1,11 +1,19 @@
+from typing import List
+
 import gc
+import json
 import os
+import subprocess
+import sys
 import time
 from pathlib import Path
+from tempfile import NamedTemporaryFile
 
 import psutil
 import pytest
+from _pytest.config.argparsing import Parser
 from _pytest.python import Function
+from _pytest.reports import TestReport
 
 
 @pytest.hookimpl(hookwrapper=True)
@@ -60,3 +68,43 @@ def pytest_runtest_protocol(item: Function, nextitem: Function):
 
         # Add overall test results
         writer.write(f"{item.nodeid},{test_memory_usage:.3f},{full_memory_usage:.3f}\n")
+
+
+# we know this bit is bad, but we cant help it with the current pytest setup
+def pytest_addoption(parser: Parser):
+    parser.addoption("--use-subprocess", action="store_true", default=False, help="Whether to use subprocess")
+
+
+def separate_process(item: Function) -> List[TestReport]:
+    with NamedTemporaryFile(delete=False) as fp:
+        proc = subprocess.run(
+            shell=True,
+            check=False,
+            stdout=sys.stdout,
+            stderr=sys.stderr,
+            args=f"{sys.executable} -m pytest {item.nodeid} -vvv --tb=long --report-log={fp.name} --no-header --no-summary",
+            cwd=Path(__file__).parent,
+        )
+
+    reports = []
+    try:
+        for line in Path(fp.name).read_text().splitlines():
+            report_dict = json.loads(line)
+            if report_dict["$report_type"] == "TestReport":
+                reports.append(TestReport._from_json(report_dict))
+        return reports
+    finally:
+        # Force deletion of the temp file
+        Path(fp.name).unlink(missing_ok=True)
+
+
+# https://docs.pytest.org/en/7.1.x/reference/reference.html#pytest.hookspec.pytest_runtest_protocol
+@pytest.hookimpl(tryfirst=True)
+def pytest_runtest_call(item: Function):
+    mark = item.get_closest_marker("skip")
+    skip = mark is not None
+    mark = item.get_closest_marker("skipif")
+    skip |= mark is not None and ((len(mark.args) == 1 and mark.args[0]) or mark.kwargs.get("condition", False))
+    if not skip and item.get_closest_marker("memory_expensive") and item.config.getoption("--use-subprocess"):
+        reports = separate_process(item)
+        return reports
diff --git a/pdm.lock b/pdm.lock
index 0ae98a8c58..5f14a9c589 100644
--- a/pdm.lock
+++ b/pdm.lock
@@ -5,7 +5,7 @@
 groups = ["default", "dev", "doc", "hub", "llm", "ml_runtime", "test"]
 strategy = ["cross_platform"]
 lock_version = "4.4"
-content_hash = "sha256:3ca2546ba1790f5238c78faa1da5c6c2fa3c731f9f3df64a40a72fc9ee56550e"
+content_hash = "sha256:587abc8e0c729d8fed0abd0640446d7336f7f2e7f283759bd7eeb9cc86813642"
 
 [[package]]
 name = "absl-py"
@@ -19,7 +19,7 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.9.0"
+version = "3.9.1"
 requires_python = ">=3.8"
 summary = "Async http client/server framework (asyncio)"
 dependencies = [
@@ -31,52 +31,52 @@ dependencies = [
     "yarl<2.0,>=1.0",
 ]
 files = [
-    {file = "aiohttp-3.9.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6896b8416be9ada4d22cd359d7cb98955576ce863eadad5596b7cdfbf3e17c6c"},
-    {file = "aiohttp-3.9.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1736d87dad8ef46a8ec9cddd349fa9f7bd3a064c47dd6469c0d6763d3d49a4fc"},
-    {file = "aiohttp-3.9.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8c9e5f4d7208cda1a2bb600e29069eecf857e6980d0ccc922ccf9d1372c16f4b"},
-    {file = "aiohttp-3.9.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8488519aa05e636c5997719fe543c8daf19f538f4fa044f3ce94bee608817cff"},
-    {file = "aiohttp-3.9.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5ab16c254e2312efeb799bc3c06897f65a133b38b69682bf75d1f1ee1a9c43a9"},
-    {file = "aiohttp-3.9.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7a94bde005a8f926d0fa38b88092a03dea4b4875a61fbcd9ac6f4351df1b57cd"},
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 [[package]]
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 requires_python = ">=3.8"
 summary = "The next generation HTTP client."
 dependencies = [
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 [[package]]
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 [[package]]
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 [[package]]
 name = "jupyter-server"
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+version = "69.0.2"
 requires_python = ">=3.8"
 summary = "Easily download, build, install, upgrade, and uninstall Python packages"
 files = [
-    {file = "setuptools-69.0.1-py3-none-any.whl", hash = "sha256:6875bbd06382d857b1b90cd07cee6a2df701a164f241095706b5192bc56c5c62"},
-    {file = "setuptools-69.0.1.tar.gz", hash = "sha256:f25195d54deb649832182d6455bffba7ac3d8fe71d35185e738d2198a4310044"},
+    {file = "setuptools-69.0.2-py3-none-any.whl", hash = "sha256:1e8fdff6797d3865f37397be788a4e3cba233608e9b509382a2777d25ebde7f2"},
+    {file = "setuptools-69.0.2.tar.gz", hash = "sha256:735896e78a4742605974de002ac60562d286fa8051a7e2299445e8e8fbb01aa6"},
 ]
 
 [[package]]
@@ -4874,7 +4887,7 @@ files = [
 
 [[package]]
 name = "sphinx-click"
-version = "5.0.1"
+version = "5.1.0"
 requires_python = ">=3.8"
 summary = "Sphinx extension that automatically documents click applications"
 dependencies = [
@@ -4883,8 +4896,8 @@ dependencies = [
     "sphinx>=2.0",
 ]
 files = [
-    {file = "sphinx-click-5.0.1.tar.gz", hash = "sha256:fcc7df15e56e3ff17ebf446cdd316c2eb79580b37c49579fba11e5468802ef25"},
-    {file = "sphinx_click-5.0.1-py3-none-any.whl", hash = "sha256:31836ca22f746d3c26cbfdfe0c58edf0bca5783731a0b2e25bb6d59800bb75a1"},
+    {file = "sphinx-click-5.1.0.tar.gz", hash = "sha256:6812c2db62d3fae71a4addbe5a8a0a16c97eb491f3cd63fe34b4ed7e07236f33"},
+    {file = "sphinx_click-5.1.0-py3-none-any.whl", hash = "sha256:ae97557a4e9ec646045089326c3b90e026c58a45e083b8f35f17d5d6558d08a0"},
 ]
 
 [[package]]
@@ -5671,12 +5684,12 @@ files = [
 
 [[package]]
 name = "traitlets"
-version = "5.13.0"
+version = "5.14.0"
 requires_python = ">=3.8"
 summary = "Traitlets Python configuration system"
 files = [
-    {file = "traitlets-5.13.0-py3-none-any.whl", hash = "sha256:baf991e61542da48fe8aef8b779a9ea0aa38d8a54166ee250d5af5ecf4486619"},
-    {file = "traitlets-5.13.0.tar.gz", hash = "sha256:9b232b9430c8f57288c1024b34a8f0251ddcc47268927367a0dd3eeaca40deb5"},
+    {file = "traitlets-5.14.0-py3-none-any.whl", hash = "sha256:f14949d23829023013c47df20b4a76ccd1a85effb786dc060f34de7948361b33"},
+    {file = "traitlets-5.14.0.tar.gz", hash = "sha256:fcdaa8ac49c04dfa0ed3ee3384ef6dfdb5d6f3741502be247279407679296772"},
 ]
 
 [[package]]
@@ -5839,17 +5852,17 @@ files = [
 
 [[package]]
 name = "virtualenv"
-version = "20.24.6"
+version = "20.24.7"
 requires_python = ">=3.7"
 summary = "Virtual Python Environment builder"
 dependencies = [
     "distlib<1,>=0.3.7",
     "filelock<4,>=3.12.2",
-    "platformdirs<4,>=3.9.1",
+    "platformdirs<5,>=3.9.1",
 ]
 files = [
-    {file = "virtualenv-20.24.6-py3-none-any.whl", hash = "sha256:520d056652454c5098a00c0f073611ccbea4c79089331f60bf9d7ba247bb7381"},
-    {file = "virtualenv-20.24.6.tar.gz", hash = "sha256:02ece4f56fbf939dbbc33c0715159951d6bf14aaf5457b092e4548e1382455af"},
+    {file = "virtualenv-20.24.7-py3-none-any.whl", hash = "sha256:a18b3fd0314ca59a2e9f4b556819ed07183b3e9a3702ecfe213f593d44f7b3fd"},
+    {file = "virtualenv-20.24.7.tar.gz", hash = "sha256:69050ffb42419c91f6c1284a7b24e0475d793447e35929b488bf6a0aade39353"},
 ]
 
 [[package]]
@@ -5900,11 +5913,11 @@ files = [
 
 [[package]]
 name = "wcwidth"
-version = "0.2.11"
+version = "0.2.12"
 summary = "Measures the displayed width of unicode strings in a terminal"
 files = [
-    {file = "wcwidth-0.2.11-py2.py3-none-any.whl", hash = "sha256:c4b153acf29f1f0d7fb1b00d097cce82b73de7a2016321c8d7ca71bd76dd848b"},
-    {file = "wcwidth-0.2.11.tar.gz", hash = "sha256:25eb3ecbec328cdb945f56f2a7cfe784bdf7a73a8197398c7a7c65e7fe93e9ae"},
+    {file = "wcwidth-0.2.12-py2.py3-none-any.whl", hash = "sha256:f26ec43d96c8cbfed76a5075dac87680124fa84e0855195a6184da9c187f133c"},
+    {file = "wcwidth-0.2.12.tar.gz", hash = "sha256:f01c104efdf57971bcb756f054dd58ddec5204dd15fa31d6503ea57947d97c02"},
 ]
 
 [[package]]
@@ -6009,12 +6022,12 @@ files = [
 
 [[package]]
 name = "wheel"
-version = "0.41.3"
+version = "0.42.0"
 requires_python = ">=3.7"
 summary = "A built-package format for Python"
 files = [
-    {file = "wheel-0.41.3-py3-none-any.whl", hash = "sha256:488609bc63a29322326e05560731bf7bfea8e48ad646e1f5e40d366607de0942"},
-    {file = "wheel-0.41.3.tar.gz", hash = "sha256:4d4987ce51a49370ea65c0bfd2234e8ce80a12780820d9dc462597a6e60d0841"},
+    {file = "wheel-0.42.0-py3-none-any.whl", hash = "sha256:177f9c9b0d45c47873b619f5b650346d632cdc35fb5e4d25058e09c9e581433d"},
+    {file = "wheel-0.42.0.tar.gz", hash = "sha256:c45be39f7882c9d34243236f2d63cbd58039e360f85d0913425fbd7ceea617a8"},
 ]
 
 [[package]]
diff --git a/pyproject.toml b/pyproject.toml
index 06ae7a4d43..b49d1e4b27 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -32,9 +32,8 @@ _.env = { GSK_DISABLE_ANALYTICS = "True", GISKARD_DEV_MODE = "True" }
 test.cmd = "pdm base-test tests/"
 # for some reason github runners don't work when calling 'pdm test -m "not slow"'
 base-test.cmd = "pytest -c pyproject.toml --cov=giskard --cov-report=xml --cov-append --disable-warnings --no-header -vv --durations=0"
-test-fast.cmd = "pdm base-test -n auto -m 'not slow and not concurrency and not memory_expensive' tests"
-test-slow.cmd = "pdm base-test -m 'slow and not concurrency and not memory_expensive'"
-test-ram.cmd = "pdm base-test -m 'memory_expensive'"
+test-fast.cmd = "pdm base-test -n auto -m 'not slow and not concurrency' --use-subprocess tests"
+test-slow.cmd = "pdm base-test -m 'slow and not concurrency' --use-subprocess"
 test-worker.cmd = "pdm base-test -m 'concurrency' tests/"
 lint = "ruff giskard tests"
 doc = "sphinx-build docs docs/_build/html"
@@ -96,7 +95,8 @@ test = [
     "polyfactory",
     "pytest-env>=1.1.0",
     "openai>=1",
-    "pytest-memray; sys_platform == 'linux' or sys_platform == 'darwin'"
+    "pytest-memray; sys_platform == 'linux' or sys_platform == 'darwin'",
+    "pytest-reportlog>=0.4.0",
 ]
 doc = [
     "furo>=2023.5.20",