diff --git a/benchmarks/render_chart.py b/benchmarks/render_chart.py
index bbbfbac..7087faa 100644
--- a/benchmarks/render_chart.py
+++ b/benchmarks/render_chart.py
@@ -66,24 +66,43 @@ def render_chart(data: dict[str, Any], output: Path) -> None:
 
     matplotlib.rcParams["svg.hashsalt"] = "autocad-mcp-source-review-v1"
     projects = sorted(data["projects"], key=lambda item: item["score"])
-    labels = [item["repository"] for item in projects]
+    total = len(projects)
+    # rank 1 = highest score (drawn topmost by barh with ascending sort)
+    labels = [
+        f"{total - index}. {item['repository']}" for index, item in enumerate(projects)
+    ]
     scores = [item["score"] for item in projects]
     grades = [item["evidence_grade"] for item in projects]
-    colors = ["#0969da" if label == "U-C4N/Autocad-MCP" else "#6e7781" for label in labels]
+    # leaderboard palette by rank (rank 1 first), canvas/LLM-benchmark style
+    rank_palette = [
+        "#3fb950",  # 1 green
+        "#58a6ff",  # 2 sky
+        "#6e7ce0",  # 3 indigo
+        "#d29922",  # 4 amber
+        "#c4622d",  # 5 rust
+        "#e3b341",  # 6 yellow
+        "#bf4b8a",  # 7 magenta
+        "#f0876e",  # 8 salmon
+        "#8957e5",  # 9 purple
+    ]
+    colors = [
+        rank_palette[(total - 1 - index) % len(rank_palette)]
+        for index in range(total)
+    ]
 
-    fig, ax = plt.subplots(figsize=(12, 6.4), constrained_layout=True)
-    fig.patch.set_facecolor("#f6f8fa")
-    ax.set_facecolor("#f6f8fa")
+    fig, ax = plt.subplots(figsize=(12, 0.62 * total + 2.4), constrained_layout=True)
+    fig.patch.set_facecolor("#0d1117")
+    ax.set_facecolor("#0d1117")
     bars = ax.barh(labels, scores, color=colors, height=0.62)
 
     ax.set_xlim(0, 100)
-    ax.set_xlabel("Weighted capability score / 100", color="#24292f", labelpad=10)
+    ax.set_xlabel("Weighted capability score / 100", color="#e6edf3", labelpad=10)
     ax.set_title(
-        "Source-reviewed capability benchmark",
+        "Public AutoCAD MCP leaderboard — Source-reviewed capability benchmark",
         loc="left",
-        fontsize=18,
+        fontsize=17,
         fontweight="bold",
-        color="#24292f",
+        color="#e6edf3",
         pad=28,
     )
     ax.text(
@@ -91,17 +110,17 @@ def render_chart(data: dict[str, Any], output: Path) -> None:
         1.02,
         f"Fixed rubric · reviewed {data['reviewed_at']} · evidence grade shown per project",
         transform=ax.transAxes,
-        color="#57606a",
+        color="#8b949e",
         fontsize=10,
     )
 
     for bar, score, grade in zip(bars, scores, grades, strict=True):
         ax.text(
-            min(score + 1.2, 96),
+            min(score + 1.2, 88),
             bar.get_y() + bar.get_height() / 2,
-            f"{score}  ·  {grade}",
+            f"{score} / 100  ·  {grade}",
             va="center",
-            color="#24292f",
+            color="#e6edf3",
             fontweight="bold",
         )
 
@@ -110,13 +129,13 @@ def render_chart(data: dict[str, Any], output: Path) -> None:
         -0.17,
         "Shared live-run results are not implied. Scores reflect public-source and recorded test evidence.",
         transform=ax.transAxes,
-        color="#57606a",
+        color="#8b949e",
         fontsize=9,
     )
-    ax.grid(axis="x", color="#d0d7de", linewidth=0.8, alpha=0.8)
+    ax.grid(axis="x", color="#30363d", linewidth=0.8, alpha=0.9)
     ax.set_axisbelow(True)
-    ax.tick_params(axis="x", colors="#57606a")
-    ax.tick_params(axis="y", colors="#24292f", length=0, pad=8)
+    ax.tick_params(axis="x", colors="#8b949e")
+    ax.tick_params(axis="y", colors="#e6edf3", length=0, pad=8)
     for spine in ax.spines.values():
         spine.set_visible(False)
 
diff --git a/benchmarks/render_live_chart.py b/benchmarks/render_live_chart.py
index cf8873e..efcba38 100644
--- a/benchmarks/render_live_chart.py
+++ b/benchmarks/render_live_chart.py
@@ -51,23 +51,23 @@ def render_chart(reports: list[dict[str, Any]], output: Path) -> None:
     coverage = [item["summary"]["coverage_percent"] for item in reports]
     passed = [item["summary"]["passed"] for item in reports]
     attempted = [item["summary"]["attempted"] for item in reports]
-    colors = ["#0969da" if label == "autocad-mcp-pro" else "#6e7781" for label in labels]
+    colors = ["#58a6ff" if label == "autocad-mcp-pro" else "#484f58" for label in labels]
 
     fig, ax = plt.subplots(figsize=(12, 4.8), constrained_layout=True)
-    fig.patch.set_facecolor("#f6f8fa")
-    ax.set_facecolor("#f6f8fa")
+    fig.patch.set_facecolor("#0d1117")
+    ax.set_facecolor("#0d1117")
     bars = ax.barh(labels, scores, color=colors, height=0.58)
 
     ax.set_xlim(0, 100)
     ax.set_xlabel(
-        "Weighted live-run score / 100 (fixed 10-task matrix)", color="#24292f", labelpad=10
+        "Weighted live-run score / 100 (fixed 10-task matrix)", color="#e6edf3", labelpad=10
     )
     ax.set_title(
         "Live-run benchmark - headless ezdxf lane",
         loc="left",
         fontsize=18,
         fontweight="bold",
-        color="#24292f",
+        color="#e6edf3",
         pad=28,
     )
     ax.text(
@@ -75,7 +75,7 @@ def render_chart(reports: list[dict[str, Any]], output: Path) -> None:
         1.02,
         "Same 10 tasks, same harness, pinned competitor commits; artifacts verified by re-opening the DXF",
         transform=ax.transAxes,
-        color="#57606a",
+        color="#8b949e",
         fontsize=10,
     )
 
@@ -85,7 +85,7 @@ def render_chart(reports: list[dict[str, Any]], output: Path) -> None:
             bar.get_y() + bar.get_height() / 2,
             f"{score:g}  ({ok}/{total} pass, {cov:g}% coverage)",
             va="center",
-            color="#24292f",
+            color="#e6edf3",
             fontweight="bold",
         )
 
@@ -94,13 +94,13 @@ def render_chart(reports: list[dict[str, Any]], output: Path) -> None:
         -0.22,
         "Unsupported tasks score 0 in the fixed matrix; per-task statuses and reasons are in benchmarks/results/published/.",
         transform=ax.transAxes,
-        color="#57606a",
+        color="#8b949e",
         fontsize=9,
     )
-    ax.grid(axis="x", color="#d0d7de", linewidth=0.8, alpha=0.8)
+    ax.grid(axis="x", color="#30363d", linewidth=0.8, alpha=0.8)
     ax.set_axisbelow(True)
-    ax.tick_params(axis="x", colors="#57606a")
-    ax.tick_params(axis="y", colors="#24292f", length=0, pad=8)
+    ax.tick_params(axis="x", colors="#8b949e")
+    ax.tick_params(axis="y", colors="#e6edf3", length=0, pad=8)
     for spine in ax.spines.values():
         spine.set_visible(False)
 
diff --git a/benchmarks/render_matrix_chart.py b/benchmarks/render_matrix_chart.py
index 7639296..961cb2a 100644
--- a/benchmarks/render_matrix_chart.py
+++ b/benchmarks/render_matrix_chart.py
@@ -20,12 +20,12 @@ DEFAULT_INPUT_DIR = ROOT / "benchmarks" / "results" / "published"
 DEFAULT_OUTPUT = ROOT / "docs" / "assets" / "autocad-mcp-taskmatrix.svg"
 
 STATUS_COLORS = {
-    "pass": "#2da44e",
-    "partial": "#d4a72c",
-    "fail": "#cf222e",
+    "pass": "#238636",
+    "partial": "#d29922",
+    "fail": "#da3633",
     "timeout": "#a40e26",
-    "unsupported": "#d0d7de",
-    "not_run": "#f6f8fa",
+    "unsupported": "#30363d",
+    "not_run": "#161b22",
 }
 
 STATUS_GLYPHS = {
@@ -78,8 +78,8 @@ def render_chart(reports: list[dict[str, Any]], output: Path) -> None:
         figsize=(3.4 + 2.4 * len(servers), 1.8 + 0.52 * len(task_ids)),
         constrained_layout=True,
     )
-    fig.patch.set_facecolor("#f6f8fa")
-    ax.set_facecolor("#f6f8fa")
+    fig.patch.set_facecolor("#0d1117")
+    ax.set_facecolor("#0d1117")
 
     for row, task_id in enumerate(task_ids):
         for col, server in enumerate(servers):
@@ -91,11 +91,11 @@ def render_chart(reports: list[dict[str, Any]], output: Path) -> None:
                     0.88,
                     0.84,
                     facecolor=color,
-                    edgecolor="#d0d7de",
+                    edgecolor="#30363d",
                     linewidth=0.8,
                 )
             )
-            glyph_color = "#ffffff" if status in ("pass", "fail", "timeout") else "#24292f"
+            glyph_color = "#ffffff" if status in ("pass", "fail", "timeout") else "#e6edf3"
             ax.text(
                 col + 0.5,
                 row + 0.5,
@@ -110,10 +110,10 @@ def render_chart(reports: list[dict[str, Any]], output: Path) -> None:
     ax.set_xlim(0, len(servers))
     ax.set_ylim(len(task_ids), 0)
     ax.set_xticks([index + 0.5 for index in range(len(servers))])
-    ax.set_xticklabels(servers, color="#24292f", fontsize=10, fontweight="bold")
+    ax.set_xticklabels(servers, color="#e6edf3", fontsize=10, fontweight="bold")
     ax.xaxis.set_ticks_position("top")
     ax.set_yticks([index + 0.5 for index in range(len(task_ids))])
-    ax.set_yticklabels(task_labels, color="#24292f", fontsize=9)
+    ax.set_yticklabels(task_labels, color="#e6edf3", fontsize=9)
     ax.tick_params(length=0)
     for spine in ax.spines.values():
         spine.set_visible(False)
@@ -123,7 +123,7 @@ def render_chart(reports: list[dict[str, Any]], output: Path) -> None:
         loc="left",
         fontsize=17,
         fontweight="bold",
-        color="#24292f",
+        color="#e6edf3",
         pad=34,
     )
 
@@ -140,6 +140,7 @@ def render_chart(reports: list[dict[str, Any]], output: Path) -> None:
         ncol=4,
         frameon=False,
         fontsize=9,
+        labelcolor="#e6edf3",
     )
 
     output.parent.mkdir(parents=True, exist_ok=True)
diff --git a/benchmarks/render_perf_chart.py b/benchmarks/render_perf_chart.py
index 849d5ec..df190c0 100644
--- a/benchmarks/render_perf_chart.py
+++ b/benchmarks/render_perf_chart.py
@@ -61,18 +61,18 @@ def render_chart(data: dict[str, Any], output: Path) -> None:
     values = [item["wall_ms"] for item in workloads]
 
     fig, ax = plt.subplots(figsize=(12, 4.6), constrained_layout=True)
-    fig.patch.set_facecolor("#f6f8fa")
-    ax.set_facecolor("#f6f8fa")
-    bars = ax.barh(labels, values, color="#0969da", height=0.58)
+    fig.patch.set_facecolor("#0d1117")
+    ax.set_facecolor("#0d1117")
+    bars = ax.barh(labels, values, color="#58a6ff", height=0.58)
 
     ax.set_xscale("log")
-    ax.set_xlabel("Wall time in ms (log scale) — lower is better", color="#24292f", labelpad=10)
+    ax.set_xlabel("Wall time in ms (log scale) — lower is better", color="#e6edf3", labelpad=10)
     ax.set_title(
         "Headless performance — ezdxf engine",
         loc="left",
         fontsize=18,
         fontweight="bold",
-        color="#24292f",
+        color="#e6edf3",
         pad=28,
     )
     env = data.get("environment", {})
@@ -82,7 +82,7 @@ def render_chart(data: dict[str, Any], output: Path) -> None:
         f"Fixed workloads via the same backend methods the MCP tools call · "
         f"Python {env.get('python', '?')} · {env.get('platform', '?')}",
         transform=ax.transAxes,
-        color="#57606a",
+        color="#8b949e",
         fontsize=9,
     )
 
@@ -92,7 +92,7 @@ def render_chart(data: dict[str, Any], output: Path) -> None:
             bar.get_y() + bar.get_height() / 2,
             _annotation(item),
             va="center",
-            color="#24292f",
+            color="#e6edf3",
             fontweight="bold",
             fontsize=9,
         )
@@ -104,13 +104,13 @@ def render_chart(data: dict[str, Any], output: Path) -> None:
         "Self-measurement only: competitor servers would pay extra stdio serialization cost in-process runs do not. "
         "Reproduce: python -m benchmarks.perf_suite",
         transform=ax.transAxes,
-        color="#57606a",
+        color="#8b949e",
         fontsize=9,
     )
-    ax.grid(axis="x", color="#d0d7de", linewidth=0.8, alpha=0.8)
+    ax.grid(axis="x", color="#30363d", linewidth=0.8, alpha=0.8)
     ax.set_axisbelow(True)
-    ax.tick_params(axis="x", colors="#57606a")
-    ax.tick_params(axis="y", colors="#24292f", length=0, pad=8)
+    ax.tick_params(axis="x", colors="#8b949e")
+    ax.tick_params(axis="y", colors="#e6edf3", length=0, pad=8)
     for spine in ax.spines.values():
         spine.set_visible(False)
 
diff --git a/docs/assets/autocad-mcp-benchmark.svg b/docs/assets/autocad-mcp-benchmark.svg
index 0f6f7c7..dc8413b 100644
--- a/docs/assets/autocad-mcp-benchmark.svg
+++ b/docs/assets/autocad-mcp-benchmark.svg
@@ -1,7 +1,7 @@
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 <!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
   "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
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+<svg xmlns:xlink="http://www.w3.org/1999/xlink" width="864pt" height="574.56pt" viewBox="0 0 864 574.56" xmlns="http://www.w3.org/2000/svg" version="1.1">
  <metadata>
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    <cc:Work>
@@ -20,42 +20,42 @@
  </defs>
  <g id="figure_1">
   <g id="patch_1">
-   <path d="M 0 460.8
-L 864 460.8
+   <path d="M 0 574.56
+L 864 574.56
 L 864 0
 L 0 0
 z
-" style="fill: #f6f8fa"/>
+" style="fill: #0d1117"/>
   </g>
   <g id="axes_1">
    <g id="patch_2">
-    <path d="M 174.61899 396.269619
-L 848.573101 396.269619
-L 848.573101 44.677428
-L 174.61899 44.677428
+    <path d="M 187.33774 493.092747
+L 851.45601 493.092747
+L 851.45601 43.917584
+L 187.33774 43.917584
 z
-" style="fill: #f6f8fa"/>
+" style="fill: #0d1117"/>
    </g>
    <g id="matplotlib.axis_1">
     <g id="xtick_1">
      <g id="line2d_1">
-      <path d="M 174.61899 396.269619
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+      <path d="M 187.33774 493.092747
+L 187.33774 43.917584
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      </g>
      <g id="line2d_2">
       <defs>
-       <path id="m7086190f1b" d="M 0 0
+       <path id="m98e4bff70a" d="M 0 0
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+" style="stroke: #8b949e; stroke-width: 0.8"/>
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+       <use xlink:href="#m98e4bff70a" x="187.33774" y="493.092747" style="fill: #8b949e; stroke: #8b949e; stroke-width: 0.8"/>
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      </g>
      <g id="text_1">
       <!-- 0 -->
-      <g style="fill: #57606a" transform="translate(171.43774 410.868057) scale(0.1 -0.1)">
+      <g style="fill: #8b949e" transform="translate(184.15649 507.691185) scale(0.1 -0.1)">
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-      <g style="fill: #57606a" transform="translate(303.047312 410.868057) scale(0.1 -0.1)">
+      <g style="fill: #8b949e" transform="translate(313.798894 507.691185) scale(0.1 -0.1)">
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 L 156.430396 489.214109
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 L 220.236177 489.214109
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