diff --git a/tests/README.md b/tests/README.md
index e8ad62d0792..8b102f61854 100644
--- a/tests/README.md
+++ b/tests/README.md
@@ -251,6 +251,15 @@ schedule an A/B-Test in buildkite, the `REVISION_A` and `REVISION_B` environment
 variables need to be set in the "Environment Variables" field under "Options" in
 buildkite's "New Build" modal.
 
+### A/B visualization
+
+To create visualization of A/B runs use `tools/ab_plot.py` script. Example
+usage:
+
+```sh
+ ./tools/plot.py a_path b_path --output_type pdf
+```
+
 ### Beyond commit comparisons
 
 While our automated A/B-Testing suite only supports A/B-Tests across commit
diff --git a/tools/ab_plot.py b/tools/ab_plot.py
new file mode 100644
index 00000000000..71f8e280503
--- /dev/null
+++ b/tools/ab_plot.py
@@ -0,0 +1,302 @@
+#!/usr/bin/env python3
+# Copyright 2025 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# SPDX-License-Identifier: Apache-2.0
+"""
+Script for creating visualizations for A/B runs.
+
+Usage:
+ab_plot.py path_to_run_a path_to_run_b path_to_run_c ... --output_type pdf/table
+"""
+
+import argparse
+import glob
+import json
+import time
+from pathlib import Path
+from typing import Callable, List
+
+import matplotlib.pyplot as plt
+import numpy as np
+import pandas as pd
+import scipy
+import seaborn as sns
+from matplotlib.backends.backend_pdf import PdfPages
+
+pd.set_option("display.float_format", "{:.2f}".format)
+
+
+def check_regression(
+    a_samples: List[float],
+    b_samples: List[float],
+    statistic: Callable = np.mean,
+    *,
+    n_resamples=9999,
+):
+    """
+    Check if 2 sample groups have a statistically big enough difference
+    """
+    result = scipy.stats.permutation_test(
+        (a_samples, b_samples),
+        lambda x, y: statistic(y) - statistic(x),
+        vectorized=False,
+        n_resamples=n_resamples,
+    )
+    statistic_a = statistic(a_samples)
+
+    return result.pvalue, result.statistic / statistic_a, result.statistic
+
+
+def load_data(data_path: Path):
+    """
+    Recursively collects `metrics.json` files in provided path
+    """
+    data = []
+    for name in glob.glob(f"{data_path}/**/metrics.json", recursive=True):
+        with open(name, encoding="utf-8") as f:
+            j = json.load(f)
+
+        if "performance_test" not in j["dimensions"]:
+            print(f"skipping: {name}")
+            continue
+
+        metrics = j["metrics"]
+        perf_test = j["dimensions"]["performance_test"]
+        del j["dimensions"]["performance_test"]
+        dimentions = frozenset(j["dimensions"].items())
+
+        for m in metrics:
+            if "cpu_utilization" in m:
+                continue
+            mm = metrics[m]
+            unit = mm["unit"]
+            values = mm["values"]
+            for i, v in enumerate(values):
+                data.append(
+                    {
+                        "index": i,
+                        "test": perf_test,
+                        "metric": m,
+                        "value": v,
+                        "unit": unit,
+                        "dimensions": dimentions,
+                    }
+                )
+
+    return data
+
+
+def p50(a):
+    """Returns 50th percentile of 1d-array a"""
+    return np.percentile(a, 50)
+
+
+def p90(a):
+    """Returns 90th percentile of 1d-array a"""
+    return np.percentile(a, 90)
+
+
+def create_table(df: pd.DataFrame):
+    """Create an html table per test in the data frame"""
+
+    for test_value in df["test"].unique():
+        df_test = df[df["test"] == test_value]
+
+        # Split dimensions into separate columns
+        df_expanded = df_test.copy()
+        dim_data = []
+        for _, row in df_expanded.iterrows():
+            dim_dict = dict(row["dimensions"])
+            dim_data.append(dim_dict)
+
+        # Need to reset indexes because otherwise `pd.concat` will add NaN in all
+        # rows where indexes differ
+        dim_df = pd.DataFrame(dim_data).reset_index(drop=True)
+        df_data = df_expanded.drop("dimensions", axis=1).reset_index(drop=True)
+        df_expanded = pd.concat([df_data, dim_df], axis=1)
+
+        # Use dimension columns as index
+        dim_cols = sorted(list(dim_df.columns))
+        df_pivoted = df_expanded.pivot_table(
+            values=["value"],
+            index=["metric", "unit"] + dim_cols,
+            columns="group",
+            aggfunc=[p50, p90],
+        )
+
+        # Add comparison columns for each group vs first group (A)
+        groups = sorted(df_test["group"].unique())
+        for baseline in groups:
+            for group in groups:
+                if group == baseline:
+                    continue
+                for stat in ["p50", "p90"]:
+                    diff_col = (stat, "value", f"{baseline}->{group} %")
+                    df_pivoted[diff_col] = (
+                        (
+                            df_pivoted[(stat, "value", group)]
+                            - df_pivoted[(stat, "value", baseline)]
+                        )
+                        / df_pivoted[(stat, "value", baseline)]
+                        * 100.0
+                    )
+                    diff_col = (stat, "value", f"{baseline}->{group} abs")
+                    df_pivoted[diff_col] = (
+                        df_pivoted[(stat, "value", group)]
+                        - df_pivoted[(stat, "value", baseline)]
+                    )
+
+        # Sort columns to have a persistent table representation
+        df_pivoted = df_pivoted[sorted(df_pivoted.columns)]
+
+        test_output_path = f"{test_value}.html"
+        with open(test_output_path, "w", encoding="UTF-8") as writer:
+            writer.write("<br>")
+            styled = df_pivoted.style.format(precision=2)
+            styled = styled.set_table_attributes("border=1")
+            styled = styled.set_table_styles(
+                [{"selector": 'th:contains("->")', "props": [("min-width", "80px")]}]
+            )
+
+            # Apply color gradient to all comparison columns
+            for baseline in groups:
+                for group in groups:
+                    if group == baseline:
+                        continue
+                    for stat in ["p50", "p90"]:
+                        diff_col = (stat, "value", f"{baseline}->{group} %")
+                        styled = styled.background_gradient(
+                            subset=[diff_col], cmap="RdYlGn"
+                        )
+
+            writer.write(styled.to_html())
+            writer.write("<br>")
+        print(f"Ready: {test_output_path}")
+
+
+def create_pdf(args, df: pd.DataFrame):
+    """Create a pdf per test in the data frame"""
+
+    sns.set_style("whitegrid")
+    metrics = df["metric"].unique()
+    n_groups = len(df["group"].unique())
+
+    for test_value in df["test"].unique():
+        test_output_path = f"{test_value}.pdf"
+        with PdfPages(test_output_path) as pdf:
+            df_test = df[df["test"] == test_value]
+            for dim_value in df_test["dimensions"].unique():
+                for metric in metrics:
+                    metric_data = df_test[
+                        (df_test["metric"] == metric)
+                        & (df_test["dimensions"] == dim_value)
+                    ]
+
+                    if len(metric_data) == 0:
+                        continue
+
+                    additional_title = ""
+                    fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(15, 6))
+                    if n_groups == 2:
+                        # Check if difference is significant
+                        a_values = metric_data[metric_data["group"] == "A"][
+                            "value"
+                        ].values
+                        b_values = metric_data[metric_data["group"] == "B"][
+                            "value"
+                        ].values
+                        pvalue, diff_rel, diff_abs = check_regression(
+                            a_values, b_values
+                        )
+
+                        if (
+                            pvalue <= 0.1
+                            and abs(diff_rel) >= 0.05
+                            and abs(diff_abs) >= 0.0
+                        ):
+                            fig.patch.set_facecolor("lightcoral")
+                            additional_title = (
+                                f"{diff_rel * 100:+.2f}% ({diff_abs:+.2f}) difference"
+                            )
+
+                    # Make a multi-line title since single line will be too long
+                    dim_items = sorted(str(item) for item in dim_value)
+                    dim_chunks = [
+                        ", ".join(dim_items[i : i + 4])
+                        for i in range(0, len(dim_items), 4)
+                    ]
+                    dim_str = "\n".join(dim_chunks)
+                    title = f"{metric}\n{dim_str}\n{additional_title}"
+                    if additional_title:
+                        weight = "bold"
+                    else:
+                        weight = "normal"
+                    fig.suptitle(title, fontsize=10, weight=weight)
+
+                    sns.boxenplot(data=metric_data, x="group", y="value", ax=ax1)
+                    ax1.set_ylabel(f"{metric} ({metric_data['unit'].iloc[0]})")
+
+                    metric_data_indexed = metric_data.reset_index()
+                    errorbar = (args.errorbar[0], int(args.errorbar[1]))
+                    sns.lineplot(
+                        data=metric_data_indexed,
+                        x="index",
+                        y="value",
+                        hue="group",
+                        ax=ax2,
+                        errorbar=errorbar,
+                    )
+                    ax2.set_ylabel(f"{metric} ({metric_data['unit'].iloc[0]})")
+
+                    plt.tight_layout()
+                    pdf.savefig()
+                    plt.close()
+        print(f"Ready: {test_output_path}")
+
+
+if __name__ == "__main__":
+    parser = argparse.ArgumentParser(
+        description="Executes Firecracker's A/B testsuite across the specified commits"
+    )
+    parser.add_argument(
+        "paths",
+        nargs="+",
+        help="Paths to directories with test runs",
+        type=Path,
+    )
+    parser.add_argument(
+        "--errorbar",
+        nargs=2,
+        default=["pi", "95"],
+        help="Errorbar configuration for lineplot (type, value)",
+    )
+    parser.add_argument(
+        "--output_type",
+        default=["pdf"],
+        help="Type of the output to generate",
+    )
+    args = parser.parse_args()
+
+    # Data retrieval
+    start_time = time.time()
+    all_data = []
+    for i, path in enumerate(args.paths):
+        data = load_data(path)
+        print(f"getting data {i} from {path}: {len(data)}")
+        df = pd.DataFrame(data)
+        df["group"] = chr(65 + i)  # A, B, C, D, ...
+        all_data.append(df)
+    print(f"Data retrieval: {time.time() - start_time:.2f}s")
+
+    # Data processing
+    start_time = time.time()
+    df_combined = pd.concat(all_data, ignore_index=True)
+    print(f"Data processing: {time.time() - start_time:.2f}s")
+
+    # Plotting
+    start_time = time.time()
+    if args.output_type == "pdf":
+        create_pdf(args, df_combined)
+    if args.output_type == "table":
+        create_table(df_combined)
+
+    print(f"Plotting: {time.time() - start_time:.2f}s")
diff --git a/tools/devctr/Dockerfile b/tools/devctr/Dockerfile
index 85ee76e476b..5f1de867766 100644
--- a/tools/devctr/Dockerfile
+++ b/tools/devctr/Dockerfile
@@ -71,7 +71,7 @@ RUN apt-get update \
         iptables \
         openssh-client \
         pkgconf \
-        python3 python3-dev python3-pip \
+        python3 python3-dev python3-pip python3-venv \
         screen tmux \
         tzdata \
         tini \
@@ -85,14 +85,16 @@ RUN apt-get update \
         libcap2 \
         # for debugging
         gdb strace trace-cmd \
-    && rm -rf /var/lib/apt/lists/* \
-    && pip3 install --upgrade poetry
+    && rm -rf /var/lib/apt/lists/*
+
+RUN curl -sSL https://install.python-poetry.org | python3 -
+ENV PATH="/root/.local/bin:$PATH"
 
 ARG VENV="/opt/venv"
 COPY tools/devctr/poetry.lock /tmp/poetry/
 COPY tools/devctr/pyproject.toml /tmp/poetry/
 RUN cd /tmp/poetry \
-    && virtualenv $VENV \
+    && python3 -m venv $VENV \
     && . $VENV/bin/activate \
     && poetry install --only main --no-directory --no-interaction \
     && rm -rf ~/.local/share/virtualenv/ ~/.cache /tmp/poetry \
diff --git a/tools/devctr/poetry.lock b/tools/devctr/poetry.lock
index 0504d7a863e..e03192b9f48 100644
--- a/tools/devctr/poetry.lock
+++ b/tools/devctr/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.4 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -14,104 +14,137 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.12.14"
+version = "3.13.2"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
 aiohappyeyeballs = ">=2.5.0"
 aiosignal = ">=1.4.0"
-async-timeout = {version = ">=4.0,<6.0", markers = "python_version < \"3.11\""}
 attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
@@ -119,7 +152,7 @@ propcache = ">=0.2.0"
 yarl = ">=1.17.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.3.0)", "brotlicffi ; platform_python_implementation != \"CPython\""]
+speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.3.0)", "backports.zstd ; platform_python_implementation == \"CPython\" and python_version < \"3.14\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
 
 [[package]]
 name = "aiosignal"
@@ -164,9 +197,6 @@ files = [
     {file = "astroid-3.3.11.tar.gz", hash = "sha256:1e5a5011af2920c7c67a53f65d536d65bfa7116feeaf2354d8b94f29573bb0ce"},
 ]
 
-[package.dependencies]
-typing-extensions = {version = ">=4", markers = "python_version < \"3.11\""}
-
 [[package]]
 name = "asttokens"
 version = "3.0.0"
@@ -183,39 +213,18 @@ files = [
 astroid = ["astroid (>=2,<4)"]
 test = ["astroid (>=2,<4)", "pytest", "pytest-cov", "pytest-xdist"]
 
-[[package]]
-name = "async-timeout"
-version = "5.0.1"
-description = "Timeout context manager for asyncio programs"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-markers = "python_version < \"3.11\""
-files = [
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-    {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
-]
-
 [[package]]
 name = "attrs"
-version = "25.3.0"
+version = "25.4.0"
 description = "Classes Without Boilerplate"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
-[package.extras]
-benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
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-tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
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-
 [[package]]
 name = "aws-embedded-metrics"
 version = "3.3.0"
@@ -269,8 +278,6 @@ mypy-extensions = ">=0.4.3"
 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)"]
@@ -280,116 +287,137 @@ uvloop = ["uvloop (>=0.15.2)"]
 
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-version = "2025.7.14"
+version = "2025.11.12"
 description = "Python package for providing Mozilla's CA Bundle."
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 groups = ["main"]
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 [[package]]
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 version = "5.2.1"
@@ -448,35 +584,16 @@ files = [
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 profile = ["gprof2dot (>=2022.7.29)"]
 
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-
 [[package]]
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 [package.extras]
@@ -689,14 +908,14 @@ all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2
 
 [[package]]
 name = "iniconfig"
-version = "2.1.0"
+version = "2.3.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
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 ]
 
 [[package]]
@@ -714,7 +933,6 @@ files = [
 [package.dependencies]
 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\" and sys_platform != \"emscripten\""}
@@ -722,7 +940,6 @@ prompt_toolkit = ">=3.0.41,<3.1.0"
 pygments = ">=2.4.0"
 stack_data = "*"
 traitlets = ">=5.13.0"
-typing_extensions = {version = ">=4.6", markers = "python_version < \"3.12\""}
 
 [package.extras]
 all = ["ipython[black,doc,kernel,matplotlib,nbconvert,nbformat,notebook,parallel,qtconsole]", "ipython[test,test-extra]"]
@@ -775,14 +992,14 @@ testing = ["Django", "attrs", "colorama", "docopt", "pytest (<9.0.0)"]
 
 [[package]]
 name = "jsonschema"
-version = "4.24.0"
+version = "4.25.1"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 [package.dependencies]
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 [package.extras]
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+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "rfc3987-syntax (>=1.1.0)", "uri-template", "webcolors (>=24.6.0)"]
 
 [[package]]
 name = "jsonschema-path"
@@ -815,41 +1032,182 @@ requests = ">=2.31.0,<3.0.0"
 
 [[package]]
 name = "jsonschema-specifications"
-version = "2025.4.1"
+version = "2025.9.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
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 [package.dependencies]
 referencing = ">=0.31.0"
 
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 testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 
+[[package]]
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+description = "Python plotting package"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
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+
+[package.dependencies]
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+cycler = ">=0.10"
+fonttools = ">=4.22.0"
+kiwisolver = ">=1.3.1"
+numpy = ">=1.23"
+packaging = ">=20.0"
+pillow = ">=8"
+pyparsing = ">=3"
+python-dateutil = ">=2.7"
+
+[package.extras]
+dev = ["meson-python (>=0.13.1,<0.17.0)", "pybind11 (>=2.13.2,!=2.13.3)", "setuptools (>=64)", "setuptools_scm (>=7)"]
+
 [[package]]
 name = "matplotlib-inline"
-version = "0.1.7"
+version = "0.2.1"
 description = "Inline Matplotlib backend for Jupyter"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
 traitlets = "*"
 
+[package.extras]
+test = ["flake8", "nbdime", "nbval", "notebook", "pytest"]
+
 [[package]]
 name = "mccabe"
 version = "0.7.0"
@@ -940,27 +1380,26 @@ files = [
 
 [package.dependencies]
 markdown-it-py = ">=1.0.0,<4.0.0"
-tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "mdformat-footnote"
-version = "0.1.1"
+version = "0.1.2"
 description = "An mdformat plugin for parsing/validating footnotes"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.10"
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 [package.dependencies]
-mdformat = ">=0.7.8,<0.8.0"
-mdit-py-plugins = "*"
+mdformat = ">=0.7.0"
+mdit-py-plugins = ">=0.4.0"
 
 [package.extras]
 dev = ["pre-commit"]
-test = ["coverage", "pytest (>=6.0,<7.0)", "pytest-cov"]
+test = ["pytest (>=8.0.0)", "pytest-cov (>=7.0.0)"]
 
 [[package]]
 name = "mdformat-frontmatter"
@@ -1022,18 +1461,18 @@ test = ["coverage", "pytest (>=6.0,<7.0)", "pytest-cov"]
 
 [[package]]
 name = "mdit-py-plugins"
-version = "0.4.2"
+version = "0.5.0"
 description = "Collection of plugins for markdown-it-py"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
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 files = [
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 ]
 
 [package.dependencies]
-markdown-it-py = ">=1.0.0,<4.0.0"
+markdown-it-py = ">=2.0.0,<5.0.0"
 
 [package.extras]
 code-style = ["pre-commit"]
@@ -1054,127 +1493,160 @@ files = [
 
 [[package]]
 name = "multidict"
-version = "6.6.3"
+version = "6.7.0"
 description = "multidict implementation"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
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 [[package]]
@@ -1650,54 +2307,62 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pylint"
-version = "3.3.7"
+version = "3.3.9"
 description = "python code static checker"
 optional = false
 python-versions = ">=3.9.0"
 groups = ["main"]
 files = [
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-    {version = ">=0.3.6", markers = "python_version == \"3.11\""},
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 isort = ">=4.2.5,<5.13 || >5.13,<7"
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 platformdirs = ">=2.2"
-tomli = {version = ">=1.1", markers = "python_version < \"3.11\""}
 tomlkit = ">=0.10.1"
 
 [package.extras]
 spelling = ["pyenchant (>=3.2,<4.0)"]
 testutils = ["gitpython (>3)"]
 
+[[package]]
+name = "pyparsing"
+version = "3.2.5"
+description = "pyparsing - Classes and methods to define and execute parsing grammars"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
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+
+[package.extras]
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-exceptiongroup = {version = ">=1", markers = "python_version < \"3.11\""}
 iniconfig = ">=1"
 packaging = ">=20"
 pluggy = ">=1.5,<2"
 pygments = ">=2.7.2"
-tomli = {version = ">=1", markers = "python_version < \"3.11\""}
 
 [package.extras]
 dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests", "setuptools", "xmlschema"]
@@ -1818,67 +2483,99 @@ files = [
 [package.dependencies]
 six = ">=1.5"
 
+[[package]]
+name = "pytz"
+version = "2025.2"
+description = "World timezone definitions, modern and historical"
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
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+]
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 ]
 
 [package.extras]
@@ -2497,49 +3154,6 @@ files = [
 doc = ["reno", "sphinx"]
 test = ["pytest", "tornado (>=4.5)", "typeguard"]
 
-[[package]]
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+    {file = "yarl-1.22.0-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:14291620375b1060613f4aab9ebf21850058b6b1b438f386cc814813d901c60b"},
+    {file = "yarl-1.22.0-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:a4fcfc8eb2c34148c118dfa02e6427ca278bfd0f3df7c5f99e33d2c0e81eae3e"},
+    {file = "yarl-1.22.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:029866bde8d7b0878b9c160e72305bbf0a7342bcd20b9999381704ae03308dc8"},
+    {file = "yarl-1.22.0-cp39-cp39-win32.whl", hash = "sha256:4dcc74149ccc8bba31ce1944acee24813e93cfdee2acda3c172df844948ddf7b"},
+    {file = "yarl-1.22.0-cp39-cp39-win_amd64.whl", hash = "sha256:10619d9fdee46d20edc49d3479e2f8269d0779f1b031e6f7c2aa1c76be04b7ed"},
+    {file = "yarl-1.22.0-cp39-cp39-win_arm64.whl", hash = "sha256:dd7afd3f8b0bfb4e0d9fc3c31bfe8a4ec7debe124cfd90619305def3c8ca8cd2"},
+    {file = "yarl-1.22.0-py3-none-any.whl", hash = "sha256:1380560bdba02b6b6c90de54133c81c9f2a453dee9912fe58c1dcced1edb7cff"},
+    {file = "yarl-1.22.0.tar.gz", hash = "sha256:bebf8557577d4401ba8bd9ff33906f1376c877aa78d1fe216ad01b4d6745af71"},
 ]
 
 [package.dependencies]
@@ -2747,5 +3399,5 @@ propcache = ">=0.2.1"
 
 [metadata]
 lock-version = "2.1"
-python-versions = "^3.10.0"
-content-hash = "279527d66f6f66e1327ab34145f051248ac360d5038b08b2fee7fa419ed6e57a"
+python-versions = "^3.12.0"
+content-hash = "e296b9c2c136c8bdf6a6e67c551d6da4a7c4e7ff50023fd9b13c5b38f44b3fff"
diff --git a/tools/devctr/pyproject.toml b/tools/devctr/pyproject.toml
index 2bef7d9bc01..a65e518d6d2 100644
--- a/tools/devctr/pyproject.toml
+++ b/tools/devctr/pyproject.toml
@@ -15,26 +15,29 @@ gitlint = "^0.19.1"
 ipython = "^8.15.0"
 isort = "^5.12.0"
 mdformat = "^0.7.17"
-mdformat-gfm = "^0.3.5"
 mdformat-footnote = "^0.1.1"
 mdformat-frontmatter = "^2.0.8"
+mdformat-gfm = "^0.3.5"
+numpy = "^2.3.4"
 openapi-spec-validator = "^0.7.1"
+pandas = "^2.3.3"
 psutil = "^6.0.0"
 pylint = "^3"
 pytest = "^8"
 pytest-json-report = "^1.5.0"
-pytest-rerunfailures = "^14"
 pytest-repeat = "^0.9.4"
+pytest-rerunfailures = "^14"
 pytest-timeout = "^2.3.1"
 pytest-xdist = "^3.5"
-python = "^3.10.0"
+python = "^3.12.0"
 PyYAML = "^6.0"
 requests = "^2.32.4"
 requests-unixsocket2 = "^0.4.0"
 scipy = "^1.11.2"
+seaborn = "^0.13.2"
+semver = "^3.0.4"
 setproctitle = "^1.3.2"
 tenacity = "^8.2.2"
-semver = "^3.0.4"
 
 
 [tool.poetry.group.dev.dependencies]