diff --git a/tests/conftest.py b/tests/conftest.py
index 05f77dd9017..ced61be0f0f 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -67,6 +67,11 @@ def pytest_addoption(parser):
         action="store_true",
         help="fail the test if the baseline does not match",
     )
+    parser.addoption(
+        "--binary-dir",
+        action="store",
+        help="use firecracker/jailer binaries from this directory instead of compiling from source",
+    )
 
 
 @pytest.fixture(scope="function", autouse=True)
@@ -271,7 +276,7 @@ def fc_tmp_path(test_fc_session_root_path):
 
 
 @pytest.fixture()
-def microvm_factory(fc_tmp_path, bin_cloner_path):
+def microvm_factory(fc_tmp_path, bin_cloner_path, request):
     """Fixture to create microvms simply.
 
     In order to avoid running out of space when instantiating many microvms,
@@ -280,7 +285,15 @@ def microvm_factory(fc_tmp_path, bin_cloner_path):
     One can comment the removal line, if it helps with debugging.
     """
 
-    uvm_factory = MicroVMFactory(fc_tmp_path, bin_cloner_path)
+    if binary_dir := request.config.getoption("--binary-dir"):
+        fc_binary_path = Path(binary_dir) / "firecracker"
+        jailer_binary_path = Path(binary_dir) / "jailer"
+    else:
+        fc_binary_path, jailer_binary_path = build_tools.get_firecracker_binaries()
+
+    uvm_factory = MicroVMFactory(
+        fc_tmp_path, bin_cloner_path, fc_binary_path, jailer_binary_path
+    )
     yield uvm_factory
     uvm_factory.kill()
     shutil.rmtree(fc_tmp_path)
diff --git a/tests/framework/ab_test.py b/tests/framework/ab_test.py
index 4429459c66c..316ecc5704b 100644
--- a/tests/framework/ab_test.py
+++ b/tests/framework/ab_test.py
@@ -23,8 +23,12 @@
 """
 import contextlib
 import os
+import statistics
+from pathlib import Path
 from tempfile import TemporaryDirectory
-from typing import Callable, Optional, TypeVar
+from typing import Callable, List, Optional, TypeVar
+
+import scipy
 
 from framework import utils
 
@@ -47,7 +51,7 @@ def default_comparator(ah: T, be: T) -> bool:
 
 
 def git_ab_test(
-    test_runner: Callable[[bool], T],
+    test_runner: Callable[[Path, bool], T],
     comparator: Callable[[T, T], U] = default_comparator,
     *,
     a_revision: str = DEFAULT_A_REVISION,
@@ -57,13 +61,13 @@ def git_ab_test(
     Performs an A/B-test using the given test runner between the specified revision, and the currently checked out revision.
     The specified revisions will be checked out in temporary directories, with `test_runner` getting executed in the
     repository root. If the test depends on firecracker binaries built from the requested revision, care has to be taken
-    that they are built from the sources in the temporary directory (which can be ensured via the `workspace` parameter
-    to `cargo_build.get_binary`).
+    that they are built from the sources in the temporary directory.
 
     Note that there are no guarantees on the order in which the two tests are run.
 
     :param test_runner: A callable which when executed runs the test in the context of the current working directory. Its
-                        parameter is `true` if and only if it is currently running the "A" test.
+                        first parameter is a temporary directory in which firecracker is checked out at some revision.
+                        The second parameter is `true` if and only if the checked out revision is the "A" revision.
     :param comparator: A callable taking two outputs from `test_runner` and comparing them. Should return some value
                        indicating whether the test should pass or no, which will be returned by the `ab_test` functions,
                        and on which the caller can then do an assertion.
@@ -79,26 +83,46 @@ def git_ab_test(
     # uncommitted changes. In the CI this will not work because multiple tests will run in parallel, and thus switching
     # branches will cause random failures in other tests.
     with temporary_checkout(a_revision) as a_tmp:
-        with chdir(a_tmp):
-            result_a = test_runner(True)
+        result_a = test_runner(a_tmp, True)
 
         if b_revision:
             with temporary_checkout(b_revision) as b_tmp:
-                with chdir(b_tmp):
-                    result_b = test_runner(False)
+                result_b = test_runner(b_tmp, False)
                 # Have to call comparator here to make sure both temporary directories exist (as the comparator
                 # might rely on some files that were created during test running, see the benchmark test)
                 comparison = comparator(result_a, result_b)
         else:
-            # By default, pytest execution happens inside the `tests` subdirectory. Change to the repository root, as
+            # By default, pytest execution happens inside the `tests` subdirectory. Pass the repository root, as
             # documented.
-            with chdir(".."):
-                result_b = test_runner(False)
+            result_b = test_runner(Path.cwd().parent, False)
             comparison = comparator(result_a, result_b)
 
         return result_a, result_b, comparison
 
 
+def check_regression(a_samples: List[float], b_samples: List[float]):
+    """Checks for a regression by performing a permutation test. A permutation test is a non-parametric test that takes
+    three parameters: Two populations (sets of samples) and a function computing a "statistic" based on two populations.
+    First, the test computes the statistic for the initial populations. It then randomly
+    permutes the two populations (e.g. merges them and then randomly splits them again). For each such permuted
+    population, the statistic is computed. Then, all the statistics are sorted, and the percentile of the statistic for the
+    initial populations is computed. We then look at the fraction of statistics that are larger/smaller than that of the
+    initial populations. The minimum of these two fractions will then become the p-value.
+
+    The idea is that if the two populations are indeed drawn from the same distribution (e.g. if performance did not
+    change), then permuting will not affect the statistic (indeed, it should be approximately normal-distributed, and
+    the statistic for the initial populations will be somewhere "in the middle").
+
+    Useful for performance tests.
+    """
+    return scipy.stats.permutation_test(
+        (a_samples, b_samples),
+        # Compute the difference of means, such that a positive different indicates potential for regression.
+        lambda x, y: statistics.mean(y) - statistics.mean(x),
+        vectorized=False,
+    )
+
+
 @contextlib.contextmanager
 def temporary_checkout(revision: str):
     """
@@ -108,14 +132,17 @@ def temporary_checkout(revision: str):
     happen along the way.
     """
     with TemporaryDirectory() as tmp_dir:
-        utils.run_cmd(
-            f"git clone https://github.com/firecracker-microvm/firecracker {tmp_dir}"
-        )
+        # `git clone` can take a path instead of an URL, which causes it to create a copy of the
+        # repository at the given path. However, that path needs to point to the root of a repository,
+        # it cannot be some arbitrary subdirectory. Therefore:
+        _, git_root, _ = utils.run_cmd("git rev-parse --show-toplevel")
+        # split off the '\n' at the end of the stdout
+        utils.run_cmd(f"git clone {git_root.strip()} {tmp_dir}")
 
         with chdir(tmp_dir):
             utils.run_cmd(f"git checkout {revision}")
 
-        yield tmp_dir
+        yield Path(tmp_dir)
 
 
 # Once we upgrade to python 3.11, this will be in contextlib:
diff --git a/tests/framework/microvm.py b/tests/framework/microvm.py
index 55b557c2424..6f4cde03c45 100644
--- a/tests/framework/microvm.py
+++ b/tests/framework/microvm.py
@@ -150,8 +150,8 @@ class Microvm:
     def __init__(
         self,
         resource_path,
-        fc_binary_path=None,
-        jailer_binary_path=None,
+        fc_binary_path,
+        jailer_binary_path,
         microvm_id=None,
         bin_cloner_path=None,
         monitor_memory=True,
@@ -172,11 +172,6 @@ def __init__(
         self.initrd_file = None
         self.boot_args = None
 
-        # The binaries this microvm will use to start.
-        if fc_binary_path is None:
-            fc_binary_path, _ = build_tools.get_firecracker_binaries()
-        if jailer_binary_path is None:
-            _, jailer_binary_path = build_tools.get_firecracker_binaries()
         self._fc_binary_path = str(fc_binary_path)
         assert fc_binary_path.exists()
         self._jailer_binary_path = str(jailer_binary_path)
@@ -812,10 +807,12 @@ def ssh(self):
 class MicroVMFactory:
     """MicroVM factory"""
 
-    def __init__(self, base_path, bin_cloner):
+    def __init__(self, base_path, bin_cloner, fc_binary_path, jailer_binary_path):
         self.base_path = Path(base_path)
         self.bin_cloner_path = bin_cloner
         self.vms = []
+        self.fc_binary_path = fc_binary_path
+        self.jailer_binary_path = jailer_binary_path
 
     def build(self, kernel=None, rootfs=None, microvm_id=None, **kwargs):
         """Build a microvm"""
@@ -823,6 +820,10 @@ def build(self, kernel=None, rootfs=None, microvm_id=None, **kwargs):
             resource_path=self.base_path,
             microvm_id=microvm_id or str(uuid.uuid4()),
             bin_cloner_path=self.bin_cloner_path,
+            fc_binary_path=kwargs.pop("fc_binary_path", self.fc_binary_path),
+            jailer_binary_path=kwargs.pop(
+                "jailer_binary_path", self.jailer_binary_path
+            ),
             **kwargs,
         )
         self.vms.append(vm)
diff --git a/tests/host_tools/metrics.py b/tests/host_tools/metrics.py
index 2b4616b4b77..ad80f85bc5a 100644
--- a/tests/host_tools/metrics.py
+++ b/tests/host_tools/metrics.py
@@ -43,7 +43,10 @@
 """
 
 import asyncio
+import json
 import os
+import socket
+from urllib.parse import urlparse
 
 from aws_embedded_metrics.logger.metrics_logger_factory import create_metrics_logger
 
@@ -89,3 +92,21 @@ def get_metrics_logger():
     logger = create_metrics_logger()
     logger.reset_dimensions(False)
     return MetricsWrapper(logger)
+
+
+def emit_raw_emf(emf_msg: dict):
+    """Emites a raw EMF log message to the local cloudwatch agent"""
+    if "AWS_EMF_AGENT_ENDPOINT" not in os.environ:
+        return
+
+    emf_msg["_aws"]["LogGroupName"] = os.environ.get(
+        "AWS_EMF_LOG_GROUP_NAME", f"{os.environ['AWS_EMF_NAMESPACE']}-metrics"
+    )
+    emf_msg["_aws"]["LogStreamName"] = ""
+
+    emf_endpoint = urlparse(os.environ["AWS_EMF_AGENT_ENDPOINT"])
+    with socket.socket(socket.AF_INET, socket.SOCK_DGRAM) as sock:
+        sock.sendto(
+            (json.dumps(emf_msg) + "\n").encode("utf-8"),
+            (emf_endpoint.hostname, emf_endpoint.port),
+        )
diff --git a/tests/integration_tests/functional/test_mmds.py b/tests/integration_tests/functional/test_mmds.py
index b237ec0be98..c6ccfdccb78 100644
--- a/tests/integration_tests/functional/test_mmds.py
+++ b/tests/integration_tests/functional/test_mmds.py
@@ -17,6 +17,7 @@
     populate_data_store,
     run_guest_cmd,
 )
+from host_tools.cargo_build import get_firecracker_binaries
 
 # Minimum lifetime of token.
 MIN_TOKEN_TTL_SECONDS = 1
@@ -639,7 +640,8 @@ def test_mmds_older_snapshot(
         microvm,
         microvm_factory,
         mmds_version,
-        target_fc_version=firecracker_release.snapshot_version,
+        firecracker_release.snapshot_version,
+        *get_firecracker_binaries(),
     )
 
 
diff --git a/tests/integration_tests/performance/test_benchmarks.py b/tests/integration_tests/performance/test_benchmarks.py
index 8d140789095..c0214ef7c99 100644
--- a/tests/integration_tests/performance/test_benchmarks.py
+++ b/tests/integration_tests/performance/test_benchmarks.py
@@ -3,7 +3,6 @@
 """Optional benchmarks-do-not-regress test"""
 import json
 import logging
-import os
 import platform
 import shutil
 from pathlib import Path
@@ -11,7 +10,7 @@
 import pytest
 
 from framework import utils
-from framework.ab_test import git_ab_test
+from framework.ab_test import chdir, git_ab_test
 from host_tools.cargo_build import cargo
 
 LOGGER = logging.getLogger(__name__)
@@ -27,34 +26,35 @@ def test_no_regression_relative_to_target_branch():
     git_ab_test(run_criterion, compare_results)
 
 
-def run_criterion(is_a: bool) -> Path:
+def run_criterion(firecracker_checkout: Path, is_a: bool) -> Path:
     """
     Executes all benchmarks by running "cargo bench --no-run", finding the executables, and running them pinned to some CPU
     """
     baseline_name = "a_baseline" if is_a else "b_baseline"
 
-    # Passing --message-format json to cargo tells it to print its log in a json format. At the end, instead of the
-    # usual "placed executable <...> at <...>" we'll get a json object with an 'executable' key, from which we
-    # extract the path to the compiled benchmark binary.
-    _, stdout, _ = cargo(
-        "bench",
-        f"--all --quiet --target {platform.machine()}-unknown-linux-musl --message-format json --no-run",
-    )
-
-    executables = []
-    for line in stdout.split("\n"):
-        if line:
-            msg = json.loads(line)
-            executable = msg.get("executable")
-            if executable:
-                executables.append(executable)
-
-    for executable in executables:
-        utils.run_cmd(
-            f"CARGO_TARGET_DIR=build/cargo_target taskset -c 1 {executable} --bench --save-baseline {baseline_name}"
+    with chdir(firecracker_checkout):
+        # Passing --message-format json to cargo tells it to print its log in a json format. At the end, instead of the
+        # usual "placed executable <...> at <...>" we'll get a json object with an 'executable' key, from which we
+        # extract the path to the compiled benchmark binary.
+        _, stdout, _ = cargo(
+            "bench",
+            f"--all --quiet --target {platform.machine()}-unknown-linux-musl --message-format json --no-run",
         )
 
-    return Path(os.getcwd()) / "build" / "cargo_target" / "criterion"
+        executables = []
+        for line in stdout.split("\n"):
+            if line:
+                msg = json.loads(line)
+                executable = msg.get("executable")
+                if executable:
+                    executables.append(executable)
+
+        for executable in executables:
+            utils.run_cmd(
+                f"CARGO_TARGET_DIR=build/cargo_target taskset -c 1 {executable} --bench --save-baseline {baseline_name}"
+            )
+
+    return firecracker_checkout / "build" / "cargo_target" / "criterion"
 
 
 def compare_results(location_a_baselines: Path, location_b_baselines: Path):
diff --git a/tests/integration_tests/performance/test_snapshot_ab.py b/tests/integration_tests/performance/test_snapshot_ab.py
new file mode 100644
index 00000000000..a17a2826459
--- /dev/null
+++ b/tests/integration_tests/performance/test_snapshot_ab.py
@@ -0,0 +1,182 @@
+# Copyright 2023 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# SPDX-License-Identifier: Apache-2.0
+"""Performance benchmark for snapshot restore."""
+import shutil
+import statistics
+import tempfile
+from dataclasses import dataclass
+from functools import lru_cache
+from pathlib import Path
+from typing import List
+
+import pytest
+
+import host_tools.drive as drive_tools
+from framework.microvm import Snapshot
+from framework.properties import global_props
+
+USEC_IN_MSEC = 1000
+ITERATIONS = 30
+
+
+@lru_cache
+def get_scratch_drives():
+    """Create an array of scratch disks."""
+    scratchdisks = ["vdb", "vdc", "vdd", "vde"]
+    return [
+        (drive, drive_tools.FilesystemFile(tempfile.mktemp(), size=64))
+        for drive in scratchdisks
+    ]
+
+
+@dataclass
+class SnapshotRestoreTest:
+    """Dataclass encapsulating properties of snapshot restore tests"""
+
+    vcpus: int = 1
+    mem: int = 128
+    nets: int = 3
+    blocks: int = 3
+    all_devices: bool = False
+
+    @property
+    def id(self):
+        """Computes a unique id for this test instance"""
+        return "all_dev" if self.all_devices else f"{self.vcpus}vcpu_{self.mem}mb"
+
+    @property
+    def dimensions(self):
+        """Gets the cloudwatch dimensions for this test"""
+        return {
+            "vcpus": str(self.vcpus),
+            "guest_memory": f"{self.mem}MB",
+            "net_devices": str(self.nets),
+            "block_devices": str(self.blocks),
+            "vsock_devices": str(int(self.all_devices)),
+            "balloon_devices": str(int(self.all_devices)),
+        }
+
+    def create_snapshot(
+        self,
+        microvm_factory,
+        guest_kernel,
+        rootfs,
+    ) -> Snapshot:
+        """Creates the initial snapshot that will be loaded repeatedly to sample latencies"""
+        vm = microvm_factory.build(
+            guest_kernel,
+            rootfs,
+            monitor_memory=False,
+        )
+        vm.spawn(log_level="Info")
+        vm.time_api_requests = False
+        vm.basic_config(
+            vcpu_count=self.vcpus,
+            mem_size_mib=self.mem,
+            rootfs_io_engine="Sync",
+        )
+
+        for _ in range(self.nets):
+            vm.add_net_iface()
+
+        if self.blocks > 1:
+            scratch_drives = get_scratch_drives()
+            for name, diskfile in scratch_drives[: (self.blocks - 1)]:
+                vm.add_drive(name, diskfile.path, io_engine="Sync")
+
+        if self.all_devices:
+            vm.api.balloon.put(
+                amount_mib=0, deflate_on_oom=True, stats_polling_interval_s=1
+            )
+            vm.api.vsock.put(vsock_id="vsock0", guest_cid=3, uds_path="/v.sock")
+
+        vm.start()
+        snapshot = vm.snapshot_full()
+        vm.kill()
+
+        return snapshot
+
+    def sample_latency(self, microvm_factory, guest_kernel, rootfs) -> List[float]:
+        """Collects latency samples for the microvm configuration specified by this instance"""
+        snapshot = self.create_snapshot(microvm_factory, guest_kernel, rootfs)
+
+        values = []
+
+        for _ in range(ITERATIONS):
+            microvm = microvm_factory.build(
+                monitor_memory=False,
+            )
+            microvm.spawn()
+            microvm.restore_from_snapshot(snapshot, resume=True)
+
+            # Check if guest still runs commands.
+            exit_code, _, _ = microvm.ssh.run("true")
+            assert exit_code == 0
+
+            value = 0
+            # Parse all metric data points in search of load_snapshot time.
+            microvm.flush_metrics()
+            metrics = microvm.get_all_metrics()
+            for data_point in metrics:
+                cur_value = data_point["latencies_us"]["load_snapshot"]
+                if cur_value > 0:
+                    value = cur_value / USEC_IN_MSEC
+                    break
+            assert value > 0
+            values.append(value)
+            microvm.kill()
+            shutil.rmtree(Path(microvm.chroot()))
+
+        snapshot.delete()
+        return values
+
+
+@pytest.mark.nonci
+@pytest.mark.parametrize(
+    "test_setup",
+    [
+        SnapshotRestoreTest(mem=128, vcpus=1),
+        SnapshotRestoreTest(mem=1024, vcpus=1),
+        SnapshotRestoreTest(mem=2048, vcpus=2),
+        SnapshotRestoreTest(mem=4096, vcpus=3),
+        SnapshotRestoreTest(mem=6144, vcpus=4),
+        SnapshotRestoreTest(mem=8192, vcpus=5),
+        SnapshotRestoreTest(mem=10240, vcpus=6),
+        SnapshotRestoreTest(mem=12288, vcpus=7),
+        SnapshotRestoreTest(all_devices=True),
+    ],
+    ids=lambda x: x.id,
+)
+def test_restore_latency(
+    microvm_factory, rootfs, guest_kernel_linux_4_14, test_setup, metrics
+):
+    """
+    Restores snapshots with vcpu/memory configuration, roughly scaling according to mem = (vcpus - 1) * 2048MB,
+    which resembles firecracker production setups. Also contains a test case for restoring a snapshot will all devices
+    attached to it.
+
+    We only test a single guest kernel, as the guest kernel does not "participate" in snapshot restore.
+    """
+
+    samples = test_setup.sample_latency(
+        microvm_factory,
+        guest_kernel_linux_4_14,
+        rootfs,
+    )
+
+    metrics.set_dimensions(
+        {
+            "instance": global_props.instance,
+            "cpu_model": global_props.cpu_model,
+            "host_kernel": "linux-" + global_props.host_linux_version,
+            "guest_kernel": guest_kernel_linux_4_14.stem[2:],
+            "rootfs": rootfs.name,
+            "performance_test": "test_restore_latency",
+            **test_setup.dimensions,
+        }
+    )
+
+    metrics.put_metric("latency_Avg", statistics.mean(samples), "Milliseconds")
+
+    for sample in samples:
+        metrics.put_metric("latency", sample, "Milliseconds")
diff --git a/tools/ab_test.py b/tools/ab_test.py
new file mode 100755
index 00000000000..4b6afff1f9b
--- /dev/null
+++ b/tools/ab_test.py
@@ -0,0 +1,225 @@
+#!/usr/bin/env python3
+# Copyright 2023 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# SPDX-License-Identifier: Apache-2.0
+"""
+Script for running A/B-Tests
+
+The script takes two git revisions and a pytest integration test. It utilizes
+our integration test frameworks --binary-dir parameter to execute the given
+test using binaries compiled from each revision, and captures the EMF logs
+output. It the searches for list-valued properties/metrics in the EMF, and runs a
+regression test comparing these lists for the two runs.
+
+It performs the A/B-test as follows:
+For each EMF log message output, look at the dimensions. The script assumes that
+dimensions are unique across all log messages output from a single test run. In
+each log message, then look for all properties that have lists assigned to them,
+and collect them. For both runs of the test, the set of distinct dimensions
+collected this way must be the same. Then, we match corresponding dimensions
+between the two runs, performing statistical regression test across all the list-
+valued properties collected.
+"""
+import argparse
+import asyncio
+import json
+import platform
+import shutil
+import statistics
+import sys
+from pathlib import Path
+
+from aws_embedded_metrics.logger.metrics_logger_factory import create_metrics_logger
+
+# Hack to be able to use our test framework code
+sys.path.append(str(Path(__file__).parent.parent / "tests"))
+
+# pylint:disable=wrong-import-position
+from framework import utils
+from framework.ab_test import chdir, check_regression, git_ab_test
+from host_tools.metrics import emit_raw_emf
+
+
+def extract_dimensions(emf):
+    """Extracts the cloudwatch dimensions from an EMF log message"""
+    dimension_list = emf["_aws"]["CloudWatchMetrics"][0]["Dimensions"][0]
+    return {key: emf[key] for key in emf if key in dimension_list}
+
+
+def reemit_emf_and_get_data(log_entry: str, revision: str):
+    """Parses the given EMF log entry, and reemits it, overwriting the attached "git_commit_id" field
+    with the given revision
+
+    Returns the entries dimensions and its list-valued properties/metrics"""
+    emf = json.loads(log_entry)
+    emf["git_commit_id"] = revision
+    emit_raw_emf(emf)
+
+    result = {key: value for key, value in emf.items() if isinstance(value, list)}
+
+    return extract_dimensions(emf), result
+
+
+def load_data_series(revision: str):
+    """Loads the data series relevant for A/B-testing from test_results/test-report.json
+    into a dictionary mapping each message's cloudwatch dimensions to a dictionary of
+    its list-valued properties/metrics.
+
+    Also reemits all EMF logs."""
+    data = {}
+
+    report = json.loads(Path("test_results/test-report.json").read_text("UTF-8"))
+    for test in report["tests"]:
+        for line in test["teardown"]["stdout"].splitlines():
+            # Only look at EMF log messages. If we ever have other stdout that starts with braces,
+            # we will need to rethink this heuristic.
+            if line.startswith("{"):
+                dimensions, result = reemit_emf_and_get_data(line, revision)
+
+                data[frozenset(dimensions.items())] = result
+
+    return data
+
+
+def collect_data(firecracker_checkout: Path, test: str):
+    """Executes the specified test using a firecracker binary compiled from the given checkout"""
+    with chdir(firecracker_checkout):
+        revision = utils.run_cmd("git rev-parse HEAD").stdout.strip()
+
+    binary_dir = Path.cwd() / "build" / revision
+
+    if not (binary_dir / "firecracker").exists():
+        with chdir(firecracker_checkout):
+            print(f"Compiling firecracker from revision {binary_dir.name}")
+            utils.run_cmd("./tools/release.sh --libc musl --profile release")
+        build_dir = (
+            firecracker_checkout
+            / f"build/cargo_target/{platform.machine()}-unknown-linux-musl/release"
+        )
+        binary_dir.mkdir(parents=True, exist_ok=True)
+        shutil.copy(build_dir / "firecracker", binary_dir)
+        shutil.copy(build_dir / "jailer", binary_dir)
+    else:
+        print(f"Using existing binaries for revision {binary_dir.name}")
+
+    print("Collecting samples")
+    _, stdout, _ = utils.run_cmd(
+        f"AWS_EMF_ENVIRONMENT=local AWS_EMF_NAMESPACE=local ./tools/test.sh --binary-dir=/firecracker/build/{revision} {test} -m nonci"
+    )
+    print(stdout.strip())
+
+    return load_data_series(revision)
+
+
+def analyze_data(data_a, data_b):
+    """
+    Analyzes the A/B-test data produced by `collect_data`, by performing regression tests
+    as described this script's doc-comment.
+
+    Returns a mapping of dimensions and properties/metrics to the result of their regression test.
+    """
+    assert set(data_a.keys()) == set(
+        data_b.keys()
+    ), "A and B run produced incomparable data. This is a bug in the test!"
+
+    results = {}
+
+    metrics_logger = create_metrics_logger()
+
+    for config in data_a:
+        a_result = data_a[config]
+        b_result = data_b[config]
+
+        assert set(a_result.keys()) == set(
+            b_result.keys()
+        ), "A and B run produced incomparable data. This is a bug in the test!"
+
+        for property_name in a_result:
+            print(
+                f"Doing A/B-test for dimensions {config} and property {property_name}"
+            )
+            result = check_regression(a_result[property_name], b_result[property_name])
+
+            metrics_logger.set_dimensions(dict(config))
+            metrics_logger.put_metric("p_value", result.pvalue, "None")
+            metrics_logger.put_metric("mean_difference", result.statistic, "None")
+            metrics_logger.set_property("data_a", a_result[property_name])
+            metrics_logger.set_property("data_b", b_result[property_name])
+            asyncio.run(metrics_logger.flush())
+
+            results[config, property_name] = result
+
+    return results
+
+
+def ab_performance_test(a_revision, b_revision, test, p_thresh, strength_thresh):
+    """Does an A/B-test of the specified test across the given revisions"""
+    _, commit_list, _ = utils.run_cmd(
+        f"git --no-pager log --oneline {a_revision}..{b_revision}"
+    )
+    print(
+        f"Performance A/B-test across {a_revision}..{b_revision}. This includes the following commits:"
+    )
+    print(commit_list.strip())
+
+    a_result, _, results = git_ab_test(
+        lambda checkout, _: collect_data(checkout, test),
+        analyze_data,
+        a_revision=a_revision,
+        b_revision=b_revision,
+    )
+
+    failures = []
+    for (config, property_name), result in results.items():
+        baseline = a_result[config][property_name]
+        if (
+            result.pvalue < p_thresh
+            and abs(result.statistic) > abs(statistics.mean(baseline)) * strength_thresh
+        ):
+            failures.append((config, property_name, result))
+
+    failure_report = "\n".join(
+        f"\033[0;32m[Firecracker A/B-Test Runner]\033[0m A/B-testing shows a regression of \033[0;31m\033[1m{result.statistic:.2f}ms\033[0m for metric \033[1m{property_name}\033[0m with \033[0;31m\033[1mp={result.pvalue}\033[0m. This means that observing a change of this magnitude or worse, assuming that performance characteristics did not change across the tested commits, has a probability of {result.pvalue:.2%}. Tested Dimensions:\n{json.dumps(dict(config), indent=2)}"
+        for (config, property_name, result) in failures
+    )
+    assert not failures, "\n" + failure_report
+    print("No regressions detected!")
+
+
+def canonicalize_revision(revision):
+    """Canonicalizes the given revision to a 40 digit hex SHA"""
+    return utils.run_cmd(f"git rev-parse {revision}").stdout.strip()
+
+
+if __name__ == "__main__":
+    parser = argparse.ArgumentParser(
+        description="Executes Firecracker's A/B testsuite across the specified commits"
+    )
+    parser.add_argument(
+        "a_revision",
+        help="The baseline revision compared to which we want to avoid regressing",
+    )
+    parser.add_argument(
+        "b_revision",
+        help="The revision whose performance we want to compare against the results from a_revision",
+    )
+    parser.add_argument("--test", help="The test to run", required=True)
+    parser.add_argument(
+        "--significance",
+        help="The p-value threshold that needs to be crossed for a test result to be considered significant",
+        default=0.01,
+    )
+    parser.add_argument(
+        "--relative-strength",
+        help="The minimal delta required before a regression will be considered valid",
+        default=0.2,
+    )
+    args = parser.parse_args()
+
+    ab_performance_test(
+        # These will show up in Cloudwatch, so canonicalize to long commit SHAs
+        canonicalize_revision(args.a_revision),
+        canonicalize_revision(args.b_revision),
+        args.test,
+        args.significance,
+        args.relative_strength,
+    )
diff --git a/tools/create_snapshot_artifact/main.py b/tools/create_snapshot_artifact/main.py
index 4934a71e1cc..9dd3e0f6fe7 100755
--- a/tools/create_snapshot_artifact/main.py
+++ b/tools/create_snapshot_artifact/main.py
@@ -11,6 +11,8 @@
 import tempfile
 from pathlib import Path
 
+from host_tools.cargo_build import get_firecracker_binaries
+
 # Hack to be able to import testing framework functions.
 sys.path.append(os.path.join(os.getcwd(), "tests"))  # noqa: E402
 
@@ -94,7 +96,7 @@ def main():
     print("Cleanup")
     shutil.rmtree(SNAPSHOT_ARTIFACTS_ROOT_DIR, ignore_errors=True)
     root_path = tempfile.mkdtemp(dir=DEFAULT_TEST_SESSION_ROOT_PATH)
-    vm_factory = MicroVMFactory(root_path, None)
+    vm_factory = MicroVMFactory(root_path, None, *get_firecracker_binaries())
 
     cpu_templates = ["None"]
     if get_cpu_vendor() == CpuVendor.INTEL:
diff --git a/tools/devctr/poetry.lock b/tools/devctr/poetry.lock
index acbf3ff718c..f9da59986e4 100644
--- a/tools/devctr/poetry.lock
+++ b/tools/devctr/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
 
 [[package]]
 name = "aiohttp"
@@ -122,6 +122,17 @@ files = [
 [package.dependencies]
 frozenlist = ">=1.1.0"
 
+[[package]]
+name = "appnope"
+version = "0.1.3"
+description = "Disable App Nap on macOS >= 10.9"
+optional = false
+python-versions = "*"
+files = [
+    {file = "appnope-0.1.3-py2.py3-none-any.whl", hash = "sha256:265a455292d0bd8a72453494fa24df5a11eb18373a60c7c0430889f22548605e"},
+    {file = "appnope-0.1.3.tar.gz", hash = "sha256:02bd91c4de869fbb1e1c50aafc4098827a7a54ab2f39d9dcba6c9547ed920e24"},
+]
+
 [[package]]
 name = "argparse"
 version = "1.4.0"
@@ -149,13 +160,13 @@ python-dateutil = ">=2.7.0"
 
 [[package]]
 name = "astroid"
-version = "2.15.5"
+version = "2.15.6"
 description = "An abstract syntax tree for Python with inference support."
 optional = false
 python-versions = ">=3.7.2"
 files = [
-    {file = "astroid-2.15.5-py3-none-any.whl", hash = "sha256:078e5212f9885fa85fbb0cf0101978a336190aadea6e13305409d099f71b2324"},
-    {file = "astroid-2.15.5.tar.gz", hash = "sha256:1039262575027b441137ab4a62a793a9b43defb42c32d5670f38686207cd780f"},
+    {file = "astroid-2.15.6-py3-none-any.whl", hash = "sha256:389656ca57b6108f939cf5d2f9a2a825a3be50ba9d589670f393236e0a03b91c"},
+    {file = "astroid-2.15.6.tar.gz", hash = "sha256:903f024859b7c7687d7a7f3a3f73b17301f8e42dfd9cc9df9d4418172d3e2dbd"},
 ]
 
 [package.dependencies]
@@ -163,15 +174,32 @@ lazy-object-proxy = ">=1.4.0"
 typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
 wrapt = {version = ">=1.11,<2", markers = "python_version < \"3.11\""}
 
+[[package]]
+name = "asttokens"
+version = "2.4.0"
+description = "Annotate AST trees with source code positions"
+optional = false
+python-versions = "*"
+files = [
+    {file = "asttokens-2.4.0-py2.py3-none-any.whl", hash = "sha256:cf8fc9e61a86461aa9fb161a14a0841a03c405fa829ac6b202670b3495d2ce69"},
+    {file = "asttokens-2.4.0.tar.gz", hash = "sha256:2e0171b991b2c959acc6c49318049236844a5da1d65ba2672c4880c1c894834e"},
+]
+
+[package.dependencies]
+six = ">=1.12.0"
+
+[package.extras]
+test = ["astroid", "pytest"]
+
 [[package]]
 name = "async-timeout"
-version = "4.0.2"
+version = "4.0.3"
 description = "Timeout context manager for asyncio programs"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
-    {file = "async-timeout-4.0.2.tar.gz", hash = "sha256:2163e1640ddb52b7a8c80d0a67a08587e5d245cc9c553a74a847056bc2976b15"},
-    {file = "async_timeout-4.0.2-py3-none-any.whl", hash = "sha256:8ca1e4fcf50d07413d66d1a5e416e42cfdf5851c981d679a09851a6853383b3c"},
+    {file = "async-timeout-4.0.3.tar.gz", hash = "sha256:4640d96be84d82d02ed59ea2b7105a0f7b33abe8703703cd0ab0bf87c427522f"},
+    {file = "async_timeout-4.0.3-py3-none-any.whl", hash = "sha256:7405140ff1230c310e51dc27b3145b9092d659ce68ff733fb0cefe3ee42be028"},
 ]
 
 [[package]]
@@ -194,50 +222,58 @@ tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pyte
 
 [[package]]
 name = "aws-embedded-metrics"
-version = "3.1.0"
+version = "3.2.0"
 description = "AWS Embedded Metrics Package"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "aws-embedded-metrics-3.1.0.tar.gz", hash = "sha256:88c744f64524677c0cf451bab4f7e453c44e36724374c1587553ce3e9a1cad0b"},
-    {file = "aws_embedded_metrics-3.1.0-py3-none-any.whl", hash = "sha256:f7aaf20e230d484f72cf53ec1495e3ec8b324d87a01236a41e8c132859b25d70"},
+    {file = "aws-embedded-metrics-3.2.0.tar.gz", hash = "sha256:f235f87ab25ff328f6f3afca1c6b3218e81eea6e96e6aee012d368bb813fae7b"},
+    {file = "aws_embedded_metrics-3.2.0-py3-none-any.whl", hash = "sha256:887b76d24914efa5fc42a7b77983e77fc670633e6e1195aac7653c425fee7399"},
 ]
 
 [package.dependencies]
 aiohttp = "*"
 
+[[package]]
+name = "backcall"
+version = "0.2.0"
+description = "Specifications for callback functions passed in to an API"
+optional = false
+python-versions = "*"
+files = [
+    {file = "backcall-0.2.0-py2.py3-none-any.whl", hash = "sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255"},
+    {file = "backcall-0.2.0.tar.gz", hash = "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e"},
+]
+
 [[package]]
 name = "black"
-version = "23.3.0"
+version = "23.9.1"
 description = "The uncompromising code formatter."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -247,6 +283,7 @@ packaging = ">=22.0"
 pathspec = ">=0.9.0"
 platformdirs = ">=2"
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
 colorama = ["colorama (>=0.4.3)"]
@@ -254,44 +291,6 @@ d = ["aiohttp (>=3.7.4)"]
 jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
 uvloop = ["uvloop (>=0.15.2)"]
 
-[[package]]
-name = "boto3"
-version = "1.26.149"
-description = "The AWS SDK for Python"
-optional = false
-python-versions = ">= 3.7"
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-
-[package.dependencies]
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-jmespath = ">=0.7.1,<2.0.0"
-s3transfer = ">=0.6.0,<0.7.0"
-
-[package.extras]
-crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
-
-[[package]]
-name = "botocore"
-version = "1.29.149"
-description = "Low-level, data-driven core of boto 3."
-optional = false
-python-versions = ">= 3.7"
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-
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-urllib3 = ">=1.25.4,<1.27"
-
-[package.extras]
-crt = ["awscrt (==0.16.9)"]
-
 [[package]]
 name = "certifi"
 version = "2023.7.22"
@@ -305,86 +304,86 @@ files = [
 
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 python-versions = ">=3.7.0"
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 [[package]]
@@ -436,13 +435,13 @@ files = [
 
 [[package]]
 name = "dill"
-version = "0.3.6"
-description = "serialize all of python"
+version = "0.3.7"
+description = "serialize all of Python"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.extras]
@@ -450,13 +449,13 @@ graph = ["objgraph (>=1.7.2)"]
 
 [[package]]
 name = "exceptiongroup"
-version = "1.1.1"
+version = "1.1.3"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.extras]
@@ -464,99 +463,100 @@ test = ["pytest (>=6)"]
 
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-version = "1.9.0"
+version = "2.0.2"
 description = "execnet: rapid multi-Python deployment"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=3.7"
+files = [
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+]
+
+[package.extras]
+testing = ["hatch", "pre-commit", "pytest", "tox"]
+
+[[package]]
+name = "executing"
+version = "1.2.0"
+description = "Get the currently executing AST node of a frame, and other information"
+optional = false
+python-versions = "*"
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 [package.extras]
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 ]
 
 [[package]]
@@ -623,6 +623,45 @@ files = [
     {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
 ]
 
+[[package]]
+name = "ipython"
+version = "8.15.0"
+description = "IPython: Productive Interactive Computing"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "ipython-8.15.0-py3-none-any.whl", hash = "sha256:45a2c3a529296870a97b7de34eda4a31bee16bc7bf954e07d39abe49caf8f887"},
+    {file = "ipython-8.15.0.tar.gz", hash = "sha256:2baeb5be6949eeebf532150f81746f8333e2ccce02de1c7eedde3f23ed5e9f1e"},
+]
+
+[package.dependencies]
+appnope = {version = "*", markers = "sys_platform == \"darwin\""}
+backcall = "*"
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
+decorator = "*"
+exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
+jedi = ">=0.16"
+matplotlib-inline = "*"
+pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
+pickleshare = "*"
+prompt-toolkit = ">=3.0.30,<3.0.37 || >3.0.37,<3.1.0"
+pygments = ">=2.4.0"
+stack-data = "*"
+traitlets = ">=5"
+
+[package.extras]
+all = ["black", "curio", "docrepr", "exceptiongroup", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.21)", "pandas", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "qtconsole", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "trio", "typing-extensions"]
+black = ["black"]
+doc = ["docrepr", "exceptiongroup", "ipykernel", "matplotlib", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "typing-extensions"]
+kernel = ["ipykernel"]
+nbconvert = ["nbconvert"]
+nbformat = ["nbformat"]
+notebook = ["ipywidgets", "notebook"]
+parallel = ["ipyparallel"]
+qtconsole = ["qtconsole"]
+test = ["pytest (<7.1)", "pytest-asyncio", "testpath"]
+test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.21)", "pandas", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"]
+
 [[package]]
 name = "isort"
 version = "5.12.0"
@@ -641,16 +680,24 @@ plugins = ["setuptools"]
 requirements-deprecated-finder = ["pip-api", "pipreqs"]
 
 [[package]]
-name = "jmespath"
-version = "1.0.1"
-description = "JSON Matching Expressions"
+name = "jedi"
+version = "0.19.0"
+description = "An autocompletion tool for Python that can be used for text editors."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.6"
 files = [
-    {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
-    {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
+    {file = "jedi-0.19.0-py2.py3-none-any.whl", hash = "sha256:cb8ce23fbccff0025e9386b5cf85e892f94c9b822378f8da49970471335ac64e"},
+    {file = "jedi-0.19.0.tar.gz", hash = "sha256:bcf9894f1753969cbac8022a8c2eaee06bfa3724e4192470aaffe7eb6272b0c4"},
 ]
 
+[package.dependencies]
+parso = ">=0.8.3,<0.9.0"
+
+[package.extras]
+docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alabaster (==0.7.12)", "babel (==2.9.1)", "chardet (==4.0.0)", "commonmark (==0.8.1)", "docutils (==0.17.1)", "future (==0.18.2)", "idna (==2.10)", "imagesize (==1.2.0)", "mock (==1.0.1)", "packaging (==20.9)", "pyparsing (==2.4.7)", "pytz (==2021.1)", "readthedocs-sphinx-ext (==2.1.4)", "recommonmark (==0.5.0)", "requests (==2.25.1)", "six (==1.15.0)", "snowballstemmer (==2.1.0)", "sphinx (==1.8.5)", "sphinx-rtd-theme (==0.4.3)", "sphinxcontrib-serializinghtml (==1.1.4)", "sphinxcontrib-websupport (==1.2.4)", "urllib3 (==1.26.4)"]
+qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
+testing = ["Django (<3.1)", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
+
 [[package]]
 name = "jsonschema"
 version = "4.17.3"
@@ -672,20 +719,20 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 
 [[package]]
 name = "jsonschema-spec"
-version = "0.1.4"
+version = "0.1.6"
 description = "JSONSchema Spec with object-oriented paths"
 optional = false
 python-versions = ">=3.7.0,<4.0.0"
 files = [
-    {file = "jsonschema_spec-0.1.4-py3-none-any.whl", hash = "sha256:34471d8b60e1f06d174236c4d3cf9590fbf3cff1cc733b28d15cd83672bcd062"},
-    {file = "jsonschema_spec-0.1.4.tar.gz", hash = "sha256:824c743197bbe2104fcc6dce114a4082bf7f7efdebf16683510cb0ec6d8d53d0"},
+    {file = "jsonschema_spec-0.1.6-py3-none-any.whl", hash = "sha256:f2206d18c89d1824c1f775ba14ed039743b41a9167bd2c5bdb774b66b3ca0bbf"},
+    {file = "jsonschema_spec-0.1.6.tar.gz", hash = "sha256:90215863b56e212086641956b20127ccbf6d8a3a38343dad01d6a74d19482f76"},
 ]
 
 [package.dependencies]
 jsonschema = ">=4.0.0,<4.18.0"
 pathable = ">=0.4.1,<0.5.0"
 PyYAML = ">=5.1"
-typing-extensions = ">=4.3.0,<5.0.0"
+requests = ">=2.31.0,<3.0.0"
 
 [[package]]
 name = "lazy-object-proxy"
@@ -732,6 +779,20 @@ files = [
     {file = "lazy_object_proxy-1.9.0-cp39-cp39-win_amd64.whl", hash = "sha256:db1c1722726f47e10e0b5fdbf15ac3b8adb58c091d12b3ab713965795036985f"},
 ]
 
+[[package]]
+name = "matplotlib-inline"
+version = "0.1.6"
+description = "Inline Matplotlib backend for Jupyter"
+optional = false
+python-versions = ">=3.5"
+files = [
+    {file = "matplotlib-inline-0.1.6.tar.gz", hash = "sha256:f887e5f10ba98e8d2b150ddcf4702c1e5f8b3a20005eb0f74bfdbd360ee6f304"},
+    {file = "matplotlib_inline-0.1.6-py3-none-any.whl", hash = "sha256:f1f41aab5328aa5aaea9b16d083b128102f8712542f819fe7e6a420ff581b311"},
+]
+
+[package.dependencies]
+traitlets = "*"
+
 [[package]]
 name = "mccabe"
 version = "0.7.0"
@@ -910,13 +971,13 @@ docs = ["sphinx (>=5.3.0,<6.0.0)", "sphinx-immaterial (>=0.11.0,<0.12.0)"]
 
 [[package]]
 name = "openapi-spec-validator"
-version = "0.5.6"
+version = "0.5.7"
 description = "OpenAPI 2.0 (aka Swagger) and OpenAPI 3 spec validator"
 optional = false
 python-versions = ">=3.7.0,<4.0.0"
 files = [
-    {file = "openapi_spec_validator-0.5.6-py3-none-any.whl", hash = "sha256:4145478f26df16059c147406eaaa59b77ff60e3461ba6edb9aa84d481ed89aaf"},
-    {file = "openapi_spec_validator-0.5.6.tar.gz", hash = "sha256:1189d0618ae0678ccf6c883cc1266d381454eece6f21fcf330cc7caea5fc25eb"},
+    {file = "openapi_spec_validator-0.5.7-py3-none-any.whl", hash = "sha256:8712d2879db7692974ef89c47a3ebfc79436442921ec3a826ac0ce80cde8c549"},
+    {file = "openapi_spec_validator-0.5.7.tar.gz", hash = "sha256:6c2d42180045a80fd6314de848b94310bdb0fa4949f4b099578b69f79d9fa5ac"},
 ]
 
 [package.dependencies]
@@ -925,10 +986,6 @@ jsonschema-spec = ">=0.1.1,<0.2.0"
 lazy-object-proxy = ">=1.7.1,<2.0.0"
 openapi-schema-validator = ">=0.4.2,<0.5.0"
 
-[package.extras]
-docs = ["sphinx (>=5.3.0,<6.0.0)", "sphinx-immaterial (>=0.11.0,<0.12.0)"]
-requests = ["requests"]
-
 [[package]]
 name = "packaging"
 version = "23.1"
@@ -942,66 +999,82 @@ files = [
 
 [[package]]
 name = "pandas"
-version = "2.0.2"
+version = "2.1.1"
 description = "Powerful data structures for data analysis, time series, and statistics"
 optional = false
-python-versions = ">=3.8"
-files = [
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-version = "1.0.0"
+version = "1.3.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
-    {file = "pluggy-1.0.0-py2.py3-none-any.whl", hash = "sha256:74134bbf457f031a36d68416e1509f34bd5ccc019f0bcc952c7b909d06b37bd3"},
-    {file = "pluggy-1.0.0.tar.gz", hash = "sha256:4224373bacce55f955a878bf9cfa763c1e360858e330072059e10bad68531159"},
+    {file = "pluggy-1.3.0-py3-none-any.whl", hash = "sha256:d89c696a773f8bd377d18e5ecda92b7a3793cbe66c87060a6fb58c7b6e1061f7"},
+    {file = "pluggy-1.3.0.tar.gz", hash = "sha256:cf61ae8f126ac6f7c451172cf30e3e43d3ca77615509771b3a984a0730651e12"},
 ]
 
 [package.extras]
 dev = ["pre-commit", "tox"]
 testing = ["pytest", "pytest-benchmark"]
 
+[[package]]
+name = "prompt-toolkit"
+version = "3.0.39"
+description = "Library for building powerful interactive command lines in Python"
+optional = false
+python-versions = ">=3.7.0"
+files = [
+    {file = "prompt_toolkit-3.0.39-py3-none-any.whl", hash = "sha256:9dffbe1d8acf91e3de75f3b544e4842382fc06c6babe903ac9acb74dc6e08d88"},
+    {file = "prompt_toolkit-3.0.39.tar.gz", hash = "sha256:04505ade687dc26dc4284b1ad19a83be2f2afe83e7a828ace0c72f3a1df72aac"},
+]
+
+[package.dependencies]
+wcwidth = "*"
+
 [[package]]
 name = "psutil"
 version = "5.9.5"
@@ -1092,6 +1204,31 @@ files = [
 [package.extras]
 test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
 
+[[package]]
+name = "ptyprocess"
+version = "0.7.0"
+description = "Run a subprocess in a pseudo terminal"
+optional = false
+python-versions = "*"
+files = [
+    {file = "ptyprocess-0.7.0-py2.py3-none-any.whl", hash = "sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35"},
+    {file = "ptyprocess-0.7.0.tar.gz", hash = "sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220"},
+]
+
+[[package]]
+name = "pure-eval"
+version = "0.2.2"
+description = "Safely evaluate AST nodes without side effects"
+optional = false
+python-versions = "*"
+files = [
+    {file = "pure_eval-0.2.2-py3-none-any.whl", hash = "sha256:01eaab343580944bc56080ebe0a674b39ec44a945e6d09ba7db3cb8cec289350"},
+    {file = "pure_eval-0.2.2.tar.gz", hash = "sha256:2b45320af6dfaa1750f543d714b6d1c520a1688dec6fd24d339063ce0aaa9ac3"},
+]
+
+[package.extras]
+tests = ["pytest"]
+
 [[package]]
 name = "py"
 version = "1.11.0"
@@ -1103,19 +1240,33 @@ files = [
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 ]
 
+[[package]]
+name = "pygments"
+version = "2.16.1"
+description = "Pygments is a syntax highlighting package written in Python."
+optional = false
+python-versions = ">=3.7"
+files = [
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+    {file = "Pygments-2.16.1.tar.gz", hash = "sha256:1daff0494820c69bc8941e407aa20f577374ee88364ee10a98fdbe0aece96e29"},
+]
+
+[package.extras]
+plugins = ["importlib-metadata"]
+
 [[package]]
 name = "pylint"
-version = "2.17.4"
+version = "2.17.5"
 description = "python code static checker"
 optional = false
 python-versions = ">=3.7.2"
 files = [
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+    {file = "pylint-2.17.5-py3-none-any.whl", hash = "sha256:73995fb8216d3bed149c8d51bba25b2c52a8251a2c8ac846ec668ce38fab5413"},
+    {file = "pylint-2.17.5.tar.gz", hash = "sha256:f7b601cbc06fef7e62a754e2b41294c2aa31f1cb659624b9a85bcba29eaf8252"},
 ]
 
 [package.dependencies]
-astroid = ">=2.15.4,<=2.17.0-dev0"
+astroid = ">=2.15.6,<=2.17.0-dev0"
 colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
 dill = {version = ">=0.2", markers = "python_version < \"3.11\""}
 isort = ">=4.2.5,<6"
@@ -1166,13 +1317,13 @@ files = [
 
 [[package]]
 name = "pytest"
-version = "7.3.1"
+version = "7.4.2"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "pytest-7.4.2-py3-none-any.whl", hash = "sha256:1d881c6124e08ff0a1bb75ba3ec0bfd8b5354a01c194ddd5a0a870a48d99b002"},
+    {file = "pytest-7.4.2.tar.gz", hash = "sha256:a766259cfab564a2ad52cb1aae1b881a75c3eb7e34ca3779697c23ed47c47069"},
 ]
 
 [package.dependencies]
@@ -1184,7 +1335,7 @@ pluggy = ">=0.12,<2.0"
 tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
 
 [package.extras]
-testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "xmlschema"]
+testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
 
 [[package]]
 name = "pytest-json-report"
@@ -1283,62 +1434,72 @@ six = ">=1.5"
 
 [[package]]
 name = "pytz"
-version = "2023.3"
+version = "2023.3.post1"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
 files = [
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+    {file = "pytz-2023.3.post1-py2.py3-none-any.whl", hash = "sha256:ce42d816b81b68506614c11e8937d3aa9e41007ceb50bfdcb0749b921bf646c7"},
+    {file = "pytz-2023.3.post1.tar.gz", hash = "sha256:7b4fddbeb94a1eba4b557da24f19fdf9db575192544270a9101d8509f9f43d7b"},
 ]
 
 [[package]]
 name = "pyyaml"
-version = "6.0"
+version = "6.0.1"
 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.6"
 files = [
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 [[package]]
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 ]
 
 [package.dependencies]
-botocore = ">=1.12.36,<2.0a.0"
+numpy = ">=1.21.6,<1.28.0"
 
 [package.extras]
-crt = ["botocore[crt] (>=1.20.29,<2.0a.0)"]
+dev = ["click", "cython-lint (>=0.12.2)", "doit (>=0.36.0)", "mypy", "pycodestyle", "pydevtool", "rich-click", "ruff", "types-psutil", "typing_extensions"]
+doc = ["jupytext", "matplotlib (>2)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (==0.9.0)", "sphinx (!=4.1.0)", "sphinx-design (>=0.2.0)"]
+test = ["asv", "gmpy2", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
 
 [[package]]
 name = "setproctitle"
@@ -1516,6 +1702,17 @@ files = [
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 ]
 
+[[package]]
+name = "sh"
+version = "2.0.6"
+description = "Python subprocess replacement"
+optional = false
+python-versions = ">=3.8.1,<4.0"
+files = [
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+]
+
 [[package]]
 name = "six"
 version = "1.16.0"
@@ -1527,15 +1724,34 @@ files = [
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 ]
 
+[[package]]
+name = "stack-data"
+version = "0.6.2"
+description = "Extract data from python stack frames and tracebacks for informative displays"
+optional = false
+python-versions = "*"
+files = [
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+]
+
+[package.dependencies]
+asttokens = ">=2.1.0"
+executing = ">=1.2.0"
+pure-eval = "*"
+
+[package.extras]
+tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
+
 [[package]]
 name = "tenacity"
-version = "8.2.2"
+version = "8.2.3"
 description = "Retry code until it succeeds"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
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 ]
 
 [package.extras]
@@ -1554,24 +1770,39 @@ files = [
 
 [[package]]
 name = "tomlkit"
-version = "0.11.8"
+version = "0.12.1"
 description = "Style preserving TOML library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
+[[package]]
+name = "traitlets"
+version = "5.10.0"
+description = "Traitlets Python configuration system"
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "traitlets-5.10.0.tar.gz", hash = "sha256:f584ea209240466e66e91f3c81aa7d004ba4cf794990b0c775938a1544217cd1"},
+]
+
+[package.extras]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
+test = ["argcomplete (>=3.0.3)", "mypy (>=1.5.1)", "pre-commit", "pytest (>=7.0,<7.5)", "pytest-mock", "pytest-mypy-testing"]
+
 [[package]]
 name = "typing-extensions"
-version = "4.6.3"
-description = "Backported and Experimental Type Hints for Python 3.7+"
+version = "4.8.0"
+description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "typing_extensions-4.8.0.tar.gz", hash = "sha256:df8e4339e9cb77357558cbdbceca33c303714cf861d1eef15e1070055ae8b7ef"},
 ]
 
 [[package]]
@@ -1601,6 +1832,17 @@ brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
 secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
+[[package]]
+name = "wcwidth"
+version = "0.2.6"
+description = "Measures the displayed width of unicode strings in a terminal"
+optional = false
+python-versions = "*"
+files = [
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+    {file = "wcwidth-0.2.6.tar.gz", hash = "sha256:a5220780a404dbe3353789870978e472cfe477761f06ee55077256e509b156d0"},
+]
+
 [[package]]
 name = "wrapt"
 version = "1.15.0"
@@ -1775,4 +2017,4 @@ multidict = ">=4.0"
 [metadata]
 lock-version = "2.0"
 python-versions = "3.10.*"
-content-hash = "913dbb6ed9f65b4fa6027f2450752590e40c020d102d842824a354d348b86014"
+content-hash = "af987c7ea39f00424fc69a80d2557b2e7860a1bd8950e86b06660a118eb48e28"
diff --git a/tools/devctr/pyproject.toml b/tools/devctr/pyproject.toml
index b34315001f5..916bb3fa852 100644
--- a/tools/devctr/pyproject.toml
+++ b/tools/devctr/pyproject.toml
@@ -7,11 +7,15 @@ authors = ["Your Name <you@example.com>"]
 [tool.poetry.dependencies]
 aws-embedded-metrics = "^3.1.0"
 black = "^23.3.0"
-boto3 = "^1.26.140"
-botocore = "^1.29.140"
+# Gitlint locks this to 8.1.3. Lock from our side too to prevent different versions
+click = "8.1.3"
 gitlint = "^0.19.1"
+ipython = "^8.15.0"
 isort = "^5.12.0"
 nsenter = "^0.2"
+# numpy >1.25.0,<=1.25.2 trigger an illegal instruction on AL2 4.14 on c7g.metal instances, due to these instances
+# not advertising SVE support. See https://github.com/numpy/numpy/issues/24028
+numpy = "1.24.3"
 openapi-spec-validator = "^0.5.6"
 pandas = "^2.0.1"
 psutil = "^5.9.5"
@@ -26,8 +30,12 @@ PyYAML = "^6.0"
 requests = "^2.31.0"
 requests-unixsocket = "^0.3.0"
 retry = "^0.9.2"
+scipy = "^1.11.2"
 setproctitle = "^1.3.2"
 tenacity = "^8.2.2"
+# Fix urllib3 to a version <2.0.0 because requests breaks otherwise
+# See https://github.com/psf/requests/issues/6432
+urllib3 = "1.26.16"
 
 [tool.poetry.dev-dependencies]
 
diff --git a/tools/devtool b/tools/devtool
index fb20139ff13..1962e107ec9 100755
--- a/tools/devtool
+++ b/tools/devtool
@@ -72,7 +72,7 @@
 DEVCTR_IMAGE_NO_TAG="public.ecr.aws/firecracker/fcuvm"
 
 # Development container tag
-DEVCTR_IMAGE_TAG=${DEVCTR_IMAGE_TAG:-v63}
+DEVCTR_IMAGE_TAG=${DEVCTR_IMAGE_TAG:-v64}
 
 # Development container image (name:tag)
 # This should be updated whenever we upgrade the development container.
@@ -532,7 +532,7 @@ ensure_ci_artifacts() {
 # Please see `$0 help` for more information.
 #
 cmd_test() {
-
+    do_ab_test=0
     # Parse any command line args.
     while [ $# -gt 0 ]; do
         case "$1" in
@@ -545,6 +545,9 @@ cmd_test() {
                 shift
                 local cpuset_mems="$1"
                 ;;
+            "--ab")
+                do_ab_test=1
+                ;;
             "--")               { shift; break;     } ;;
             *)
                 die "Unknown argument: $1. Please use --help for help."
@@ -583,6 +586,12 @@ cmd_test() {
       say "Detected CI, tuning CPU frequency scaling for reduced variability"
     fi
 
+    test_script="./tools/test.sh"
+
+    if [ $do_ab_test -eq 1 ]; then
+      test_script="./tools/ab_test.py"
+    fi
+
     run_devctr \
         --privileged \
         --security-opt seccomp=unconfined \
@@ -594,7 +603,7 @@ cmd_test() {
         --cpuset-mems="$cpuset_mems" \
         --env-file env.list \
         -- \
-        ./tools/test.sh "$@"
+        $test_script "$@"
 
     ret=$?
 
@@ -610,6 +619,7 @@ cmd_test() {
     return $ret
 }
 
+
 # `$0 shell` - drop to a shell prompt inside the dev container
 # Please see `$0 help` for more information.
 #
diff --git a/tools/test-popular-containers/test-docker-rootfs.py b/tools/test-popular-containers/test-docker-rootfs.py
index 29eedfdb258..8cf936db00d 100755
--- a/tools/test-popular-containers/test-docker-rootfs.py
+++ b/tools/test-popular-containers/test-docker-rootfs.py
@@ -12,12 +12,13 @@
 
 from framework.artifacts import kernels
 from framework.microvm import MicroVMFactory
+from host_tools.cargo_build import get_firecracker_binaries
 
 kernels = list(kernels("vmlinux-*"))
 # Use the latest guest kernel
 kernel = kernels[-1]
 
-vmfcty = MicroVMFactory("/srv", None)
+vmfcty = MicroVMFactory("/srv", None, *get_firecracker_binaries())
 # (may take a while to compile Firecracker...)
 
 for rootfs in Path(".").glob("*.ext4"):