diff --git a/bench.sh b/bench.sh
index 0c6c012d3..614daa203 100755
--- a/bench.sh
+++ b/bench.sh
@@ -167,6 +167,7 @@ for i in "${!benchmark_names[@]}"; do
 
     # Run multiple iterations and collect timing data
     iteration_results=()
+    iteration_pass_data=()
     for ((iter=1; iter<=ITERATIONS; iter++)); do
         output_binary="$TEMP_DIR/bench_output_$$"
 
@@ -180,6 +181,8 @@ for i in "${!benchmark_names[@]}"; do
         total_ms=$(echo "$timing_json" | grep -o '"total_ms":[0-9.]*' | head -1 | cut -d: -f2)
         if [[ -n "$total_ms" ]]; then
             iteration_results+=("$total_ms")
+            # Store full JSON for pass data extraction
+            iteration_pass_data+=("$timing_json")
         fi
 
         rm -f "$output_binary"
@@ -190,7 +193,7 @@ for i in "${!benchmark_names[@]}"; do
         continue
     fi
 
-    # Calculate mean and stddev
+    # Calculate mean and stddev for total time
     sum=0
     for val in "${iteration_results[@]}"; do
         sum=$(echo "$sum + $val" | bc -l)
@@ -210,8 +213,36 @@ for i in "${!benchmark_names[@]}"; do
 
     log_info "  $name: mean=${mean}ms, std=${stddev}ms (n=$count)"
 
-    # Store result for later
-    all_results+=("{\"name\":\"$name\",\"iterations\":$count,\"mean_ms\":$mean,\"std_ms\":$stddev}")
+    # Extract and aggregate per-pass timing data
+    # Use Python to parse JSON and compute per-pass means
+    pass_json=$(python3 -c "
+import json
+import sys
+
+pass_data = {}
+for json_str in sys.argv[1:]:
+    try:
+        data = json.loads(json_str)
+        for p in data.get('passes', []):
+            name = p['name']
+            duration = p['duration_ms']
+            if name not in pass_data:
+                pass_data[name] = []
+            pass_data[name].append(duration)
+    except:
+        pass
+
+# Calculate means
+result = {}
+for name, durations in pass_data.items():
+    mean = sum(durations) / len(durations) if durations else 0
+    result[name] = {'mean_ms': round(mean, 3)}
+
+print(json.dumps(result))
+" "${iteration_pass_data[@]}" 2>/dev/null || echo "{}")
+
+    # Store result with pass data
+    all_results+=("{\"name\":\"$name\",\"iterations\":$count,\"mean_ms\":$mean,\"std_ms\":$stddev,\"passes\":$pass_json}")
 done
 
 # Get metadata
diff --git a/scripts/generate-charts.py b/scripts/generate-charts.py
index e5a8dc41d..08abb77a2 100755
--- a/scripts/generate-charts.py
+++ b/scripts/generate-charts.py
@@ -209,8 +209,34 @@ def scale_y(v: float) -> float:
     return "\n".join(svg_parts)
 
 
-def generate_breakdown_chart(runs: list[dict]) -> str:
-    """Generate stacked bar chart showing time per compiler pass."""
+def get_benchmark_names(runs: list[dict]) -> list[str]:
+    """Get list of all benchmark names from runs."""
+    names = set()
+    for run in runs:
+        for bench in run.get("benchmarks", []):
+            if "name" in bench:
+                names.add(bench["name"])
+    return sorted(names)
+
+
+def get_pass_times_for_benchmark(run: dict, benchmark_name: str) -> dict[str, float]:
+    """Extract pass timing for a specific benchmark from a run."""
+    for bench in run.get("benchmarks", []):
+        if bench.get("name") == benchmark_name and "passes" in bench:
+            passes = bench["passes"]
+            return {
+                name: passes.get(name, {}).get("mean_ms", 0)
+                for name in PASS_ORDER
+            }
+    return {}
+
+
+def generate_breakdown_chart(runs: list[dict], benchmark_name: Optional[str] = None) -> str:
+    """Generate stacked bar chart showing time per compiler pass.
+
+    If benchmark_name is provided, shows data for that specific benchmark.
+    Otherwise, shows aggregate data across all benchmarks.
+    """
     if not runs:
         return generate_empty_chart(BREAKDOWN_WIDTH, BREAKDOWN_HEIGHT, "No benchmark data available yet")
 
@@ -218,7 +244,10 @@ def generate_breakdown_chart(runs: list[dict]) -> str:
     pass_times: Optional[dict[str, float]] = None
     commit = ""
     for run in reversed(runs):
-        pt = get_pass_times(run)
+        if benchmark_name:
+            pt = get_pass_times_for_benchmark(run, benchmark_name)
+        else:
+            pt = get_pass_times(run)
         if pt and any(v > 0 for v in pt.values()):
             pass_times = pt
             commit = short_commit(run.get("commit", ""))
@@ -254,7 +283,7 @@ def generate_breakdown_chart(runs: list[dict]) -> str:
     }
   </style>''',
         f'  <rect class="chart-bg" width="{BREAKDOWN_WIDTH}" height="{BREAKDOWN_HEIGHT}" rx="8"/>',
-        f'  <text class="chart-title" x="{BREAKDOWN_WIDTH/2}" y="25" text-anchor="middle" font-size="16">Compilation Time by Pass</text>',
+        f'  <text class="chart-title" x="{BREAKDOWN_WIDTH/2}" y="25" text-anchor="middle" font-size="16">Compilation Time by Pass{" - " + escape_xml(benchmark_name) if benchmark_name else ""}</text>',
         f'  <text class="chart-text" x="{BREAKDOWN_WIDTH/2}" y="42" text-anchor="middle" font-size="11">(commit: {escape_xml(commit)})</text>',
     ]
 
@@ -320,22 +349,44 @@ def main():
     # Ensure output directory exists
     output_dir.mkdir(parents=True, exist_ok=True)
 
-    # Generate charts
+    # Generate timeline chart
     timeline_svg = generate_timeline_chart(runs)
-    breakdown_svg = generate_breakdown_chart(runs)
-
-    # Write output files
     timeline_path = output_dir / "timeline.svg"
-    breakdown_path = output_dir / "breakdown.svg"
-
     with open(timeline_path, "w") as f:
         f.write(timeline_svg)
     print(f"Generated {timeline_path}")
 
+    # Generate aggregate breakdown chart (for backwards compatibility)
+    breakdown_svg = generate_breakdown_chart(runs)
+    breakdown_path = output_dir / "breakdown.svg"
     with open(breakdown_path, "w") as f:
         f.write(breakdown_svg)
     print(f"Generated {breakdown_path}")
 
+    # Generate per-benchmark breakdown charts
+    benchmark_names = get_benchmark_names(runs)
+    print(f"Found {len(benchmark_names)} benchmarks: {', '.join(benchmark_names)}")
+
+    for bench_name in benchmark_names:
+        bench_svg = generate_breakdown_chart(runs, bench_name)
+        # Use sanitized filename
+        safe_name = bench_name.replace(" ", "_").replace("/", "_")
+        bench_path = output_dir / f"breakdown_{safe_name}.svg"
+        with open(bench_path, "w") as f:
+            f.write(bench_svg)
+        print(f"Generated {bench_path}")
+
+    # Write metadata JSON for the website to consume
+    metadata = {
+        "benchmarks": benchmark_names,
+        "run_count": len(runs),
+        "latest_commit": short_commit(runs[-1].get("commit", "")) if runs else None,
+    }
+    metadata_path = output_dir / "metadata.json"
+    with open(metadata_path, "w") as f:
+        json.dump(metadata, f, indent=2)
+    print(f"Generated {metadata_path}")
+
 
 if __name__ == "__main__":
     main()
diff --git a/website/templates/performance.html b/website/templates/performance.html
index 29e94ae97..fea34deb7 100644
--- a/website/templates/performance.html
+++ b/website/templates/performance.html
@@ -24,16 +24,68 @@ <h2 class="text-xl font-semibold mb-4">Compilation Time Trend</h2>
 
         <!-- Breakdown Chart -->
         <section class="mb-12">
-            <h2 class="text-xl font-semibold mb-4">Time by Compiler Pass</h2>
+            <div class="flex items-center justify-between mb-4">
+                <h2 class="text-xl font-semibold">Time by Compiler Pass</h2>
+                <div class="flex items-center gap-2">
+                    <label for="benchmark-select" class="text-sm text-muted">Program:</label>
+                    <select id="benchmark-select" class="bg-surface border border-themed rounded px-3 py-1 text-sm">
+                        <option value="">All (aggregate)</option>
+                        <!-- Options populated by JavaScript from metadata.json -->
+                    </select>
+                </div>
+            </div>
             <p class="text-muted mb-4">
                 Breakdown of where compilation time is spent in the most recent benchmark run.
             </p>
-            <div class="benchmark-chart-container bg-surface border border-themed rounded-lg p-4">
+            <div id="breakdown-chart-container" class="benchmark-chart-container bg-surface border border-themed rounded-lg p-4">
                 {% set breakdown = load_data(path="static/benchmarks/breakdown.svg", format="plain") %}
                 {{ breakdown | safe }}
             </div>
         </section>
 
+        <script>
+        (function() {
+            const select = document.getElementById('benchmark-select');
+            const container = document.getElementById('breakdown-chart-container');
+
+            // Load metadata to populate dropdown
+            fetch('/benchmarks/metadata.json')
+                .then(r => r.json())
+                .then(data => {
+                    if (data.benchmarks && data.benchmarks.length > 0) {
+                        data.benchmarks.forEach(name => {
+                            const option = document.createElement('option');
+                            const safeName = name.replace(/ /g, '_').replace(/\//g, '_');
+                            option.value = safeName;
+                            option.textContent = name;
+                            select.appendChild(option);
+                        });
+                    }
+                })
+                .catch(() => {
+                    // No metadata available, hide selector
+                    select.parentElement.style.display = 'none';
+                });
+
+            // Handle selection changes
+            select.addEventListener('change', function() {
+                const value = this.value;
+                const svgPath = value
+                    ? `/benchmarks/breakdown_${value}.svg`
+                    : '/benchmarks/breakdown.svg';
+
+                fetch(svgPath)
+                    .then(r => r.text())
+                    .then(svg => {
+                        container.innerHTML = svg;
+                    })
+                    .catch(() => {
+                        container.innerHTML = '<p class="text-muted text-center py-8">Failed to load chart</p>';
+                    });
+            });
+        })();
+        </script>
+
         <!-- Methodology -->
         <section class="prose">
             <h2>Methodology</h2>