diff --git a/pyproject.toml b/pyproject.toml
index d1c4e1d5..b48bb5b0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -23,6 +23,8 @@ dependencies = [
     "gitpython>=3.1.45",
     "hjson>=3.1.0",
     "jinja2>=3.1.6",
+    "kaleido>=1.2.0",
+    "plotly>=6.7.0",
     "psutil>=7.2.2",
     "pydantic>=2.9.2",
     "pyyaml>=6.0.2",
diff --git a/src/dvsim/instrumentation/__init__.py b/src/dvsim/instrumentation/__init__.py
index 1f13f8d2..7f6fd9e0 100644
--- a/src/dvsim/instrumentation/__init__.py
+++ b/src/dvsim/instrumentation/__init__.py
@@ -12,7 +12,14 @@
     JobMetrics,
     SchedulerMetrics,
 )
-from dvsim.instrumentation.runtime import flush, get, set_instrumentation, set_report_path
+from dvsim.instrumentation.runtime import (
+    flush,
+    gen_html_report,
+    get,
+    get_report,
+    set_instrumentation,
+    set_report_path,
+)
 
 __all__ = (
     "InstrumentationAggregator",
@@ -23,7 +30,9 @@
     "SchedulerInstrumentation",
     "SchedulerMetrics",
     "flush",
+    "gen_html_report",
     "get",
+    "get_report",
     "set_instrumentation",
     "set_report_path",
 )
diff --git a/src/dvsim/instrumentation/metadata.py b/src/dvsim/instrumentation/metadata.py
index 1b1e549b..457a0514 100644
--- a/src/dvsim/instrumentation/metadata.py
+++ b/src/dvsim/instrumentation/metadata.py
@@ -41,6 +41,8 @@ def get_job_data(self) -> Mapping[str, JobInstrumentationMetadata]:
                 job_type=spec.job_type,
                 target=spec.target,
                 tool=spec.tool.name,
+                block=spec.block.name,
+                block_variant=spec.block.variant,
                 backend=spec.backend,
                 dependencies=list(spec.dependencies),
                 status=status_str,
diff --git a/src/dvsim/instrumentation/records.py b/src/dvsim/instrumentation/records.py
index 39a1fac0..7ff730bd 100644
--- a/src/dvsim/instrumentation/records.py
+++ b/src/dvsim/instrumentation/records.py
@@ -15,6 +15,7 @@
 )
 
 __all__ = (
+    "ConcreteJobTimingMetrics",
     "InstrumentationMetrics",
     "InstrumentationResults",
     "JobComputeMetrics",
@@ -52,6 +53,8 @@ class JobInstrumentationMetadata(JobMetrics):
     job_type: str
     target: str
     tool: str
+    block: str
+    block_variant: str | None
     backend: str | None
     dependencies: list[str]
     status: str
@@ -112,6 +115,16 @@ def drop_computed_fields(cls, data: Any) -> Any:  # noqa: ANN401
         return data
 
 
+class ConcreteJobTimingMetrics(JobMetrics):
+    """Concrete job timing information with all known fields populated."""
+
+    model_config = ConfigDict(frozen=True, extra="ignore")
+
+    start_time: float
+    end_time: float
+    duration: float
+
+
 # Compute Resource Metrics
 
 
@@ -178,3 +191,27 @@ class InstrumentationResults(BaseModel):
 
     scheduler: SchedulerInstrumentationResults
     jobs: dict[str, JobInstrumentationResults] = Field(default_factory=dict)
+
+    def job_timings(self) -> dict[str, ConcreteJobTimingMetrics]:
+        """Get any job timing information that exists in the instrumentation report."""
+        return {
+            job_id: ConcreteJobTimingMetrics(
+                start_time=results.timing.start_time,
+                end_time=results.timing.end_time,
+                duration=(results.timing.end_time - results.timing.start_time),
+            )
+            for job_id, results in self.jobs.items()
+            if results.timing is not None
+            and results.timing.start_time is not None
+            and results.timing.end_time is not None
+        }
+
+    def get_run_time_info(self) -> tuple[float, float]:
+        """Get the overall time, using job timing as a fallback if scheduler info is missing."""
+        timing = self.scheduler.timing
+        if timing is None or timing.start_time is None or timing.end_time is None:
+            job_timings = self.job_timings()
+            start_time = min((time.start_time for time in job_timings.values()), default=0.0)
+            end_time = max((time.end_time for time in job_timings.values()), default=0.0)
+            return start_time, end_time
+        return timing.start_time, timing.end_time
diff --git a/src/dvsim/instrumentation/report/__init__.py b/src/dvsim/instrumentation/report/__init__.py
new file mode 100644
index 00000000..624c1e31
--- /dev/null
+++ b/src/dvsim/instrumentation/report/__init__.py
@@ -0,0 +1,19 @@
+# Copyright lowRISC contributors (OpenTitan project).
+# Licensed under the Apache License, Version 2.0, see LICENSE for details.
+# SPDX-License-Identifier: Apache-2.0
+
+"""DVSim Scheduler Instrumentation report."""
+
+from dvsim.instrumentation.report.base import (
+    InstrumentationVisualizer,
+    RenderProfile,
+    render_html_report,
+)
+from dvsim.instrumentation.report.registry import ReportVisualizationRegistry
+
+__all__ = (
+    "InstrumentationVisualizer",
+    "RenderProfile",
+    "ReportVisualizationRegistry",
+    "render_html_report",
+)
diff --git a/src/dvsim/instrumentation/report/base.py b/src/dvsim/instrumentation/report/base.py
new file mode 100644
index 00000000..5d467f1d
--- /dev/null
+++ b/src/dvsim/instrumentation/report/base.py
@@ -0,0 +1,297 @@
+# Copyright lowRISC contributors (OpenTitan project).
+# Licensed under the Apache License, Version 2.0, see LICENSE for details.
+# SPDX-License-Identifier: Apache-2.0
+
+"""DVSim scheduler instrumentation reporting & visualizations."""
+
+import base64
+from collections.abc import Iterable, Mapping, Sequence
+from enum import Enum
+from pathlib import Path
+from typing import Any, Protocol, TypeVar
+
+import plotly.offline
+from plotly.graph_objs import Figure
+from typing_extensions import Self
+
+from dvsim.instrumentation import InstrumentationResults
+from dvsim.instrumentation.records import JobInstrumentationMetadata
+from dvsim.logging import log
+from dvsim.report.artifacts import ReportArtifacts, render_static_content
+from dvsim.templates.render import render_template
+
+__all__ = (
+    "DEFAULT_PNG_THRESHOLD",
+    "DEFAULT_VISUALIZATION_HEIGHT_PX",
+    "PLOTLY_HTML_FRAGMENT_CONFIG",
+    "PLOTLY_TIMING_AXIS_CONFIG",
+    "InstrumentationVisualizer",
+    "RenderProfile",
+    "make_job_metadata_hover",
+    "make_repeating_color_map",
+    "render_html_report",
+    "render_large_figure",
+)
+
+# The default figure height limit in pixels that visualizations should target, if possible.
+DEFAULT_VISUALIZATION_HEIGHT_PX: int = 1000
+
+# The default number of jobs / data points above which graphs should be rendered as PNGs, instead
+# of dynamic HTML, to improve performance and generated report size.
+DEFAULT_PNG_THRESHOLD: int = 1000
+
+# The rendering configuration to use when rendering a graph as a PNG
+PNG_SCALE_FACTOR: float = 2.0
+
+# Standard plotly kwargs for rendering a HTML figure as an instrumentation report fragment.
+PLOTLY_HTML_FRAGMENT_CONFIG: dict[str, Any] = {
+    "full_html": False,
+    "include_plotlyjs": False,
+}
+
+# Standard plotly timing tick config options
+PLOTLY_TIMING_AXIS_CONFIG: dict[str, Any] = {
+    "title": "Time (s)",
+    "tickformat": ",",
+    "ticks": "outside",
+    "tickwidth": 1,
+    "ticklen": 4,
+    "tickcolor": "black",
+}
+
+
+class RenderProfile(Enum):
+    """Levels of visualization rendering detail, which impact report size & responsiveness."""
+
+    NORMAL = "normal"
+    HIGH = "high"
+    FULL = "full"
+
+
+class InstrumentationVisualizer(Protocol):
+    """Builder & renderer for HTML instrumentation visualizations."""
+
+    # A short name / title of the visualization, used in the HTML report navigation tab
+    title: str
+
+    def render(self, results: InstrumentationResults) -> str | None:
+        """Render a visualization from the instrumentation results as a HTML fragment.
+
+        If the required data is not provide in the instrumentation results (e.g. not enough
+        data, or not the correct type of data recorded), or the visualization should not be
+        generated, this can also optionally return `None`.
+
+        """
+        ...
+
+    @classmethod
+    def for_profile(cls, profile: RenderProfile) -> Self:
+        """Create a visualizer instance configured for a given rendering profile (if supported)."""
+        log.debug("Render profile %s not used by visualization '%s'", profile.name, cls.__name__)
+        return cls()
+
+
+def render_html_report(
+    results: InstrumentationResults,
+    *,
+    visualizations: Sequence[InstrumentationVisualizer] | None = None,
+    outdir: Path | None = None,
+    json_path: Path | None = None,
+) -> ReportArtifacts:
+    """Render a HTML instrumentation report for some results & visualizations.
+
+    Args:
+        results: The instrumentation results to generate a report from.
+        visualizations: The list of visualizations (if any) to display in the report.
+        outdir: The optional directory to write the 'metrics.html' report to, if desired.
+        json_path: Optional path to the 'metrics.json' file.
+
+    Returns:
+        The generated file contents for the report - 'metrics.html' and static CSS/JS content.
+
+    """
+    log.info("Rendering instrumentation HTML report...")
+
+    visualizations = visualizations or []
+    renders: list[tuple[InstrumentationVisualizer, str]] = []
+    for i, vis in enumerate(visualizations or [], start=1):
+        log.debug(
+            "Attempting to render instrumentation visualization: %s [%d/%d]",
+            vis.title,
+            i,
+            len(visualizations),
+        )
+        render = vis.render(results)
+        if render is not None:
+            log.info("Rendered instrumentation visualization: %s", vis.title)
+            renders.append((vis, render))
+
+    metrics_json_path = None if json_path is None else json_path
+    if metrics_json_path and outdir and metrics_json_path.is_relative_to(outdir):
+        metrics_json_path = metrics_json_path.relative_to(outdir)
+    if outdir is not None:
+        outdir.mkdir(parents=True, exist_ok=True)
+
+    artifacts = {}
+
+    # Render the visualizations to a single metrics.html file
+    artifacts["metrics.html"] = render_template(
+        path="reports/instrumentation_report.html",
+        data={"renders": renders, "metrics_json": metrics_json_path},
+    )
+    if outdir is not None:
+        report_path = outdir / "metrics.html"
+        report_path.write_text(artifacts["metrics.html"])
+        log.info("HTML instrumentation report written to %s", report_path)
+
+    # Render static content needed for the report
+    artifacts.update(
+        render_static_content(
+            static_files=[
+                "css/style.css",
+                "css/bootstrap.min.css",
+                "js/bootstrap.bundle.min.js",
+                "js/htmx.min.js",
+            ],
+            outdir=outdir,
+        )
+    )
+
+    # Render static plotly.js separately. We generate the static minified JS from the plotly
+    # library itself to make sure we are using the correct version.
+    if renders:
+        plotly_js_path = "js/plotly.min.js"
+        artifacts[plotly_js_path] = plotly.offline.get_plotlyjs()
+        if outdir is not None:
+            (outdir / plotly_js_path).write_text(artifacts[plotly_js_path])
+
+    return artifacts
+
+
+def render_large_figure(
+    fig: Figure,
+    *,
+    num_points: int | None = None,
+    interactivity_limit: int | None = DEFAULT_PNG_THRESHOLD,
+    png_width: int | None = None,
+    png_height: int | None = None,
+) -> str:
+    """Render a potentially large plotly figure depending upon its size compared to some threshold.
+
+    Args:
+        fig: The figure to render.
+        num_points: The number of points/bars/entities in the figure.
+        interactivity_limit: Over this limit, render as a PNG instead of dynamic HTML.
+          If None, there is no limit and this will always render as dynamic HTML.
+        png_width: If rendering as a PNG, use this width. If not given, try to use the figure's
+          width defined on its layout. As a last resort, use `DEFAULT_VISUALIZATION_HEIGHT_PX`.
+        png_height: If rendering as a PNG, use this height. If not given, try to use the figure's
+          height defined on its layout. As a last resort, use `DEFAULT_VISUALIZATION_HEIGHT_PX`.
+
+    Returns:
+        A HTML string fragment comprising either the dynamic graph HTML or the encoded PNG.
+
+    """
+    if num_points is None or interactivity_limit is None or num_points <= interactivity_limit:
+        return fig.to_html(**PLOTLY_HTML_FRAGMENT_CONFIG)
+
+    log.debug(
+        "Plotly figure with %d points is larger than threshold %d.", num_points, interactivity_limit
+    )
+
+    width = fig.layout.width if png_width is None else png_width
+    width = DEFAULT_VISUALIZATION_HEIGHT_PX if width is None else width
+    height = fig.layout.height if png_height is None else png_height
+    height = DEFAULT_VISUALIZATION_HEIGHT_PX if height is None else height
+    log.debug(
+        "Rendering the figure as a PNG with dimensions (%dx%d) with scale %g...",
+        width,
+        height,
+        PNG_SCALE_FACTOR,
+    )
+
+    png = fig.to_image(format="png", width=width, height=height, scale=PNG_SCALE_FACTOR)
+    b64 = base64.b64encode(png).decode("ascii")
+
+    # For now, to keep this abstraction simple, encode the image as a base64 png.
+    # TODO: it might be nice to render this image as a separate report artifact in the future.
+    return (
+        f'<img src="data:image/png;base64,{b64}" '
+        f'     onclick="window.open(this.src)" '
+        f'     style="max-height:{DEFAULT_VISUALIZATION_HEIGHT_PX}px; height: auto; '
+        f'            width: 100%; cursor: zoom-in;" />'
+        f'<div style="font-size: 0.9em;">'
+        f"  Click to open the full-resolution image"
+        f"</div>"
+    )
+
+
+def make_job_metadata_hover(
+    title: str,
+    extra: Iterable[str] | Mapping[str, str] | None,
+    metadata: JobInstrumentationMetadata | None,
+    *,
+    omit_status: bool = False,
+) -> str:
+    """Make a hover tooltip for a graph item corresponding to some DVSim job.
+
+    Args:
+        title: The tooltip title - normally the ID / full name of the job.
+        extra: Any extra lines or key/value mapping to put after the title & before the metadata.
+        metadata: Any optional metadata to include at the end of the tooltip.
+        omit_status: A flag to disable display of status metadata. Useful for combined job views.
+
+    Returns:
+        The hover tooltip HTML for the job to use with plotly's `hovertemplate`.
+
+    """
+    lines = [f"<b>{title}</b>"]
+
+    if extra is not None:
+        if isinstance(extra, Mapping):
+            for key, value in extra.items():
+                lines.append(f"{key.capitalize()}: {value}")
+        else:
+            lines += list(extra)
+
+    if metadata is not None:
+        block_info = metadata.block
+        if metadata.block_variant:
+            block_info += f" ({metadata.block_variant})"
+        lines += [
+            "------------------",
+            f"Name: {metadata.name}",
+            f"Tool: {metadata.tool}",
+            f"Block: {block_info}",
+            f"Target: {metadata.target}",
+        ]
+        if not omit_status:
+            lines.append(f"Status: {metadata.status}")
+        if metadata.backend is not None:
+            lines.append(f"Backend: {metadata.backend}")
+
+    return "<br>".join(lines)
+
+
+T = TypeVar("T")
+
+
+def make_repeating_color_map(data: Iterable[str], colors: Iterable[T]) -> dict[str, T]:
+    """Make a color mapping that repeats for as long as is needed to fit the amount of data.
+
+    Args:
+        data: The category strings to map to the colors.
+        colors: The non-empty color items to be mapped. Repeated if needed to match `data`.
+
+    Returns:
+        The mapping from data items -> color in a cyclically repeating order.
+
+    """
+    data = list(data)
+    colors = list(colors)
+    if len(colors) == 0:
+        raise ValueError("Given an empty list of colors to repeat?")
+
+    while len(colors) < len(data):
+        colors += colors.copy()
+    return dict(zip(data, colors, strict=False))
diff --git a/src/dvsim/instrumentation/report/registry.py b/src/dvsim/instrumentation/report/registry.py
new file mode 100644
index 00000000..548f807a
--- /dev/null
+++ b/src/dvsim/instrumentation/report/registry.py
@@ -0,0 +1,47 @@
+# Copyright lowRISC contributors (OpenTitan project).
+# Licensed under the Apache License, Version 2.0, see LICENSE for details.
+# SPDX-License-Identifier: Apache-2.0
+
+"""DVSim scheduler instrumentation report visualization registry."""
+
+from typing import ClassVar
+
+from dvsim.instrumentation.report.base import InstrumentationVisualizer, RenderProfile
+
+__all__ = ("ReportVisualizationRegistry",)
+
+
+class ReportVisualizationRegistry:
+    """Registry for scheduler instrumentation visualizer classes."""
+
+    _registry: ClassVar[dict[str, type[InstrumentationVisualizer]]] = {}
+
+    @classmethod
+    def register(cls, vis_cls: type[InstrumentationVisualizer]) -> None:
+        """Register a new instrumentation visualization type."""
+        cls._registry[vis_cls.title] = vis_cls
+
+    @classmethod
+    def clear(cls) -> None:
+        """Clear any registered instrumentation visualization types."""
+        cls._registry.clear()
+
+    @classmethod
+    def registered(cls) -> dict[str, type[InstrumentationVisualizer]]:
+        """Get the current state of the registered instrumentation types."""
+        return cls._registry.copy()
+
+    @classmethod
+    def create(cls, profile: RenderProfile | None = None) -> list[InstrumentationVisualizer]:
+        """Create instances of registered visualization types for a given (optional) profile.
+
+        Args:
+            profile: The rendering profile (level of detail) to target, if provided.
+
+        Returns:
+            A list of InstrumentationVisualizer implementations created for the given profile.
+
+        """
+        if profile is None:
+            return [vis_cls() for vis_cls in cls._registry.values()]
+        return [vis_cls.for_profile(profile) for vis_cls in cls._registry.values()]
diff --git a/src/dvsim/instrumentation/runtime.py b/src/dvsim/instrumentation/runtime.py
index d7447e6b..2ee25ef6 100644
--- a/src/dvsim/instrumentation/runtime.py
+++ b/src/dvsim/instrumentation/runtime.py
@@ -2,15 +2,21 @@
 # Licensed under the Apache License, Version 2.0, see LICENSE for details.
 # SPDX-License-Identifier: Apache-2.0
 
-"""DVSim scheduler instrumentation for timing-related information."""
+"""DVSim scheduler instrumentation runtime implementation."""
 
 from pathlib import Path
 
 from dvsim.instrumentation.base import InstrumentationAggregator, InstrumentationResults
+from dvsim.instrumentation.report import (
+    RenderProfile,
+    ReportVisualizationRegistry,
+    render_html_report,
+)
 from dvsim.logging import log
 
 __all__ = (
     "flush",
+    "gen_html_report",
     "get",
     "get_report",
     "set_instrumentation",
@@ -19,7 +25,10 @@
 
 
 class _Runtime:
+    """Runtime singleton for the configured scheduler instrumentation."""
+
     def __init__(self) -> None:
+        """Construct a Runtime for the scheduler instrumentation."""
         self.instrumentation: InstrumentationAggregator | None = None
         self.report_path: Path | None = None
         self.report: InstrumentationResults | None = None
@@ -71,3 +80,34 @@ def flush() -> InstrumentationResults | None:
 def get_report() -> InstrumentationResults | None:
     """Get the latest flushed instrumentation report contents, if any exist."""
     return _runtime.report
+
+
+def gen_html_report(
+    results: InstrumentationResults,
+    *,
+    profile: RenderProfile | None = None,
+    outdir: Path | None = None,
+    json_path: Path | None = None,
+) -> None:
+    """Generate a HTML report of the instrumentation results with rendered visualizations.
+
+    Args:
+        results: The instrumentation results to render a HTML report for.
+        profile: Optional rendering profile to customize level of detail vs. report optimization.
+        outdir: The path to the directory to write the generated HTML report files to. If not
+          provided, this defaults to the parent directory of the configured report path.
+        json_path: The path to the metrics.json file. If not provided, this defaults to the
+          configured report path (if it exists).
+
+    """
+    if outdir is None:
+        if _runtime.report_path is None:
+            return
+        outdir = _runtime.report_path.parent
+
+    if json_path is None:
+        json_path = _runtime.report_path
+
+    log.debug("HTML instrumentation report will be written to %s", outdir)
+    visualizations = ReportVisualizationRegistry.create(profile)
+    render_html_report(results, visualizations=visualizations, outdir=outdir, json_path=json_path)
diff --git a/src/dvsim/scheduler/runner.py b/src/dvsim/scheduler/runner.py
index 3fc5876a..587f5c8e 100644
--- a/src/dvsim/scheduler/runner.py
+++ b/src/dvsim/scheduler/runner.py
@@ -141,6 +141,6 @@ async def run_scheduler(
     # Finalize instrumentation
     if inst is not None:
         inst.stop()
-        instrumentation.flush()
+        instrumentation.gen_html_report(instrumentation.flush())
 
     return results
diff --git a/src/dvsim/templates/reports/instrumentation_report.html b/src/dvsim/templates/reports/instrumentation_report.html
new file mode 100644
index 00000000..7747a285
--- /dev/null
+++ b/src/dvsim/templates/reports/instrumentation_report.html
@@ -0,0 +1,73 @@
+<!--
+# Copyright lowRISC contributors (OpenTitan project).
+# Licensed under the Apache License, Version 2.0, see LICENSE for details.
+# SPDX-License-Identifier: Apache-2.0
+
+-->
+{% extends "reports/wrapper.html" %}
+{% block head_content %}
+{% if renders %}
+<script src="js/plotly.min.js"></script>
+{% endif %}
+{% endblock %}
+{% block content %}
+<div class="container-md">
+    <div class="row py-3 justify-content-between">
+        <div class="col">
+            <h2>Instrumentation report</h2>
+        </div>
+        {% if metrics_json %}
+        <div class="col-auto">
+            <a class="badge text-bg-secondary link-underline link-underline-opacity-0"
+                style="font-size: 15px;" href="{{ metrics_json }}">JSON</a>
+        </div>
+        {% endif %}
+    </div>
+
+    <div class="row py-3">
+        <div class="col">
+            {% if not renders %}
+            <p padding="2 rem">No instrumentation visualizations matched the available report data.</p>
+            {% else %}
+            <ul class="nav nav-underline" style="flex-wrap: nowrap; white-space: nowrap; overflow-x: auto;
+                                                 overflow-y: hidden;">
+                {% for vis, _ in renders %}
+                {% set class = "nav-link" + (" active" if loop.index0 == 0 else "") %}
+                {% set slug = vis.title.lower() | replace("_", "-") | replace (" ", "-") %}
+                <li class="nav-item" role="presentation">
+                    <button class="{{ class }}" data-bs-toggle="tab" data-bs-target="#{{ slug }}-pane" 
+                            type="button" role="tab">
+                        {{ vis.title }}
+                    </button>
+                </li>
+                {% endfor %}
+            </ul>
+            <div class="tab-content border rounded-bottom">
+                {% for vis, fragment in renders %}
+                {% set class = "tab-pane fade" + (" show active" if loop.index0 == 0 else "") %}
+                {% set slug = vis.title.lower() | replace("_", "-") | replace (" ", "-") %}
+                <div class="{{ class }}" id="{{ slug }}-pane" role="tabpanel">
+                    <div class="p-3">
+                        {{ fragment | safe }}
+                    </div>
+                </div>
+                {% endfor %}
+            </div>
+            {% endif %}
+        </div>
+    </div>
+</div>
+
+<script>
+    /* Plotly renders charts inside hidden tab panes before they are visible, causing
+    Plotly to measure the container width as zero/partial, setting the size accordingly.
+    We must call Plotly.relayout on each chart when its tab is shown to fix this. */
+    document.querySelectorAll('[data-bs-toggle="tab"]').forEach(tab => {
+        tab.addEventListener('shown.bs.tab', () => {
+            document.querySelectorAll('.tab-pane .plotly-graph-div').forEach(elem => {
+                Plotly.relayout(elem, { autosize: true });
+            });
+        });
+    });
+</script>
+{% endblock %}
diff --git a/src/dvsim/templates/reports/wrapper.html b/src/dvsim/templates/reports/wrapper.html
index 3f84d392..0e98b5a8 100644
--- a/src/dvsim/templates/reports/wrapper.html
+++ b/src/dvsim/templates/reports/wrapper.html
@@ -16,6 +16,7 @@
         </script>
         <link href="css/bootstrap.min.css" rel="stylesheet">
         <link href="css/style.css" rel="stylesheet">
+        {% block head_content %}{% endblock %}
     </head>
     <body>
 
diff --git a/src/dvsim/utils/__init__.py b/src/dvsim/utils/__init__.py
index b893ecb2..66bb5ed0 100644
--- a/src/dvsim/utils/__init__.py
+++ b/src/dvsim/utils/__init__.py
@@ -8,7 +8,13 @@
 from dvsim.utils.fs import clean_odirs, mk_path, mk_symlink, rm_path
 from dvsim.utils.hjson import parse_hjson
 from dvsim.utils.subprocess import run_cmd, run_cmd_with_timeout
-from dvsim.utils.time import TS_FORMAT, TS_FORMAT_LONG, TS_HMS_FORMAT
+from dvsim.utils.time import (
+    TS_FORMAT,
+    TS_FORMAT_LONG,
+    TS_HMS_FORMAT,
+    format_time_as_hms,
+    format_time_metric,
+)
 from dvsim.utils.wildcards import (
     find_and_substitute_wildcards,
     subst_wildcards,
@@ -22,6 +28,8 @@
     "check_int",
     "clean_odirs",
     "find_and_substitute_wildcards",
+    "format_time_as_hms",
+    "format_time_metric",
     "mk_path",
     "mk_symlink",
     "parse_hjson",
diff --git a/src/dvsim/utils/time.py b/src/dvsim/utils/time.py
index 2a464e17..08028a15 100644
--- a/src/dvsim/utils/time.py
+++ b/src/dvsim/utils/time.py
@@ -12,3 +12,43 @@
 
 # Timestamp format for Hours:Minutes:Seconds display as used by the scheduler
 TS_HMS_FORMAT = "%H:%M:%S"
+
+
+def format_time_as_hms(seconds: float, *, decimals: int = 2, omit_zero: bool = False) -> str:
+    """Format a time in seconds like '12h 34m 56.79s'.
+
+    Args:
+        seconds: The time in seconds to format.
+        decimals: The number of decimal places to use for non-integer seconds (default 2).
+        omit_zero: True if zero fields (e.g. '0h 0m') should be omitted, false otherwise.
+
+    Returns:
+        A formatted time string.
+
+    """
+    hours, remainder = divmod(seconds, 3600)
+    minutes, secs = divmod(remainder, 60)
+    if omit_zero and hours == 0 and minutes == 0:
+        return f"{secs:.{decimals}f}s"
+    if omit_zero and hours == 0:
+        return f"{int(minutes)}m {secs:.{decimals}f}s"
+    return f"{int(hours)}h {int(minutes)}m {secs:.{decimals}f}s"
+
+
+def format_time_metric(
+    seconds: float, *, hms_decimals: int = 2, second_decimals: int = 2, omit_zero: bool = False
+) -> str:
+    """Return a metric time formatted as e.g. '2h 15m 37.21s (8,137.21s)'.
+
+    Args:
+        seconds: The time in seconds to format.
+        hms_decimals: The number of decimal places to use for the 'Xh Ym Zs' output.
+        second_decimals: The number of decimal places to use for the '(Xs)' output.
+        omit_zero: True if zero fields (e.g. '0h 0m') should be omitted, false otherwise.
+
+    Returns:
+        A formatted string for the time metric.
+
+    """
+    hms = format_time_as_hms(seconds, decimals=hms_decimals, omit_zero=omit_zero)
+    return f"{hms} ({seconds:,.{second_decimals}f}s)"
diff --git a/uv.lock b/uv.lock
index 8a481817..cc1b0b09 100644
--- a/uv.lock
+++ b/uv.lock
@@ -182,6 +182,20 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/2a/68/687187c7e26cb24ccbd88e5069f5ef00eba804d36dde11d99aad0838ab45/charset_normalizer-3.4.6-py3-none-any.whl", hash = "sha256:947cf925bc916d90adba35a64c82aace04fa39b46b52d4630ece166655905a69", size = 61455, upload-time = "2026-03-15T18:53:23.833Z" },
 ]
 
+[[package]]
+name = "choreographer"
+version = "1.3.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "logistro" },
+    { name = "platformdirs" },
+    { name = "simplejson" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/17/69/3058cd4f16d6b75c80e8f95e5b713d930526353ce294df9a7887453ba215/choreographer-1.3.0.tar.gz", hash = "sha256:6c44a0e48e9b37977344d40bfa5a9ed88575fe4bc0fd836771bf702bc24d6884", size = 48291, upload-time = "2026-04-28T22:57:45.114Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ba/6c/ff8bf52315064dbeb55cb5067e191120a5b2e58bb648d0d34cf7969dc2c2/choreographer-1.3.0-py3-none-any.whl", hash = "sha256:cea4cb739e4f61625e4b53888a8d3fa1d3bf73948b56753e460ab44da7d8d44f", size = 52622, upload-time = "2026-04-28T22:57:44.015Z" },
+]
+
 [[package]]
 name = "click"
 version = "8.1.8"
@@ -374,6 +388,8 @@ dependencies = [
     { name = "gitpython" },
     { name = "hjson" },
     { name = "jinja2" },
+    { name = "kaleido" },
+    { name = "plotly" },
     { name = "psutil" },
     { name = "pydantic" },
     { name = "pyyaml" },
@@ -465,6 +481,8 @@ requires-dist = [
     { name = "hjson", specifier = ">=3.1.0" },
     { name = "ipython", marker = "extra == 'debug'", specifier = ">=8.18.1" },
     { name = "jinja2", specifier = ">=3.1.6" },
+    { name = "kaleido", specifier = ">=1.2.0" },
+    { name = "plotly", specifier = ">=6.7.0" },
     { name = "psutil", specifier = ">=7.2.2" },
     { name = "pydantic", specifier = ">=2.9.2" },
     { name = "pyhamcrest", marker = "extra == 'test'", specifier = ">=2.1.0" },
@@ -710,6 +728,31 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/27/e3/0e0014d6ab159d48189e92044ace13b1e1fe9aa3024ba9f4e8cf172aa7c2/jinxed-1.3.0-py2.py3-none-any.whl", hash = "sha256:b993189f39dc2d7504d802152671535b06d380b26d78070559551cbf92df4fc5", size = 33085, upload-time = "2024-07-31T22:39:17.426Z" },
 ]
 
+[[package]]
+name = "kaleido"
+version = "1.2.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "choreographer" },
+    { name = "logistro" },
+    { name = "orjson" },
+    { name = "packaging" },
+    { name = "pytest-timeout" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/38/ad/76eec859b71eda803a88ea50ed3f270281254656bb23d19eb0a39aa706a0/kaleido-1.2.0.tar.gz", hash = "sha256:fa621a14423e8effa2895a2526be00af0cf21655be1b74b7e382c171d12e71ef", size = 64160, upload-time = "2025-11-04T21:24:23.833Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/4b/97/f6de8d4af54d6401d6581a686cce3e3e2371a79ba459a449104e026c08bc/kaleido-1.2.0-py3-none-any.whl", hash = "sha256:c27ed82b51df6b923d0e656feac221343a0dbcd2fb9bc7e6b1db97f61e9a1513", size = 68997, upload-time = "2025-11-04T21:24:21.704Z" },
+]
+
+[[package]]
+name = "logistro"
+version = "2.0.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/08/90/bfd7a6fab22bdfafe48ed3c4831713cb77b4779d18ade5e248d5dbc0ca22/logistro-2.0.1.tar.gz", hash = "sha256:8446affc82bab2577eb02bfcbcae196ae03129287557287b6a070f70c1985047", size = 8398, upload-time = "2025-11-01T02:41:18.81Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/54/20/6aa79ba3570bddd1bf7e951c6123f806751e58e8cce736bad77b2cf348d7/logistro-2.0.1-py3-none-any.whl", hash = "sha256:06ffa127b9fb4ac8b1972ae6b2a9d7fde57598bf5939cd708f43ec5bba2d31eb", size = 8555, upload-time = "2025-11-01T02:41:17.587Z" },
+]
+
 [[package]]
 name = "markdown-it-py"
 version = "4.0.0"
@@ -828,6 +871,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/b3/38/89ba8ad64ae25be8de66a6d463314cf1eb366222074cfda9ee839c56a4b4/mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8", size = 9979, upload-time = "2022-08-14T12:40:09.779Z" },
 ]
 
+[[package]]
+name = "narwhals"
+version = "2.20.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/e9/f3/257adc69a71011b4c8cda321b00f02c5bf1980ae38ffd05a58d9632d4de8/narwhals-2.20.0.tar.gz", hash = "sha256:c10994975fa7dc5a68c2cffcddbd5908fc8ebb2d463c5bab085309c0ee1f551e", size = 627848, upload-time = "2026-04-20T12:11:45.427Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/d0/69/f24d3d1c38ad69e256138b4ec2452a8c7cf66be49dc214771ae99dd4f0a0/narwhals-2.20.0-py3-none-any.whl", hash = "sha256:16e750ea5507d4ba6e8d03455b5f93a535e0405976561baea235bca5dc9f475d", size = 449373, upload-time = "2026-04-20T12:11:43.596Z" },
+]
+
 [[package]]
 name = "nodeenv"
 version = "1.10.0"
@@ -837,6 +889,87 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/88/b2/d0896bdcdc8d28a7fc5717c305f1a861c26e18c05047949fb371034d98bd/nodeenv-1.10.0-py2.py3-none-any.whl", hash = "sha256:5bb13e3eed2923615535339b3c620e76779af4cb4c6a90deccc9e36b274d3827", size = 23438, upload-time = "2025-12-20T14:08:52.782Z" },
 ]
 
+[[package]]
+name = "orjson"
+version = "3.11.8"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/9d/1b/2024d06792d0779f9dbc51531b61c24f76c75b9f4ce05e6f3377a1814cea/orjson-3.11.8.tar.gz", hash = "sha256:96163d9cdc5a202703e9ad1b9ae757d5f0ca62f4fa0cc93d1f27b0e180cc404e", size = 5603832, upload-time = "2026-03-31T16:16:27.878Z" }
+wheels = [
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+    { url = "https://files.pythonhosted.org/packages/6c/ef/85e06b0eb11de6fb424120fd5788a07035bd4c5e6bb7841ae9972a0526d1/orjson-3.11.8-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:93de06bc920854552493c81f1f729fab7213b7db4b8195355db5fda02c7d1363", size = 132321, upload-time = "2026-03-31T16:14:32.317Z" },
+    { url = "https://files.pythonhosted.org/packages/86/71/089338ee51b3132f050db0864a7df9bdd5e94c2a03820ab8a91e8f655618/orjson-3.11.8-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:fe0b8c83e0f36247fc9431ce5425a5d95f9b3a689133d494831bdbd6f0bceb13", size = 130658, upload-time = "2026-03-31T16:14:33.935Z" },
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