diff --git a/app/routes/students.py b/app/routes/students.py
index 20b5d8b..8dba774 100644
--- a/app/routes/students.py
+++ b/app/routes/students.py
@@ -432,6 +432,25 @@ def get_student_statistics():
             "problem_count": len(class_problems)
         })
 
+    # 各问题名称分布
+    problem_name_dist = {}
+    for p in problems:
+        name = p.problem.name if p.problem else f"问题{p.problem_id}"
+        if name not in problem_name_dist:
+            problem_name_dist[name] = 0
+        problem_name_dist[name] += 1
+    # 排序：数量多的在前
+    problem_name_dist = dict(sorted(problem_name_dist.items(), key=lambda x: x[1], reverse=True))
+
+    # 问题×班级矩阵
+    problem_class_matrix = []
+    for p_name in problem_name_dist.keys():
+        row = {"problem_name": p_name}
+        for c in classes:
+            count = sum(1 for p in problems if (p.problem.name if p.problem else f"问题{p.problem_id}") == p_name and p.student.class_id == c.id)
+            row[f"class_{c.id}"] = count
+        problem_class_matrix.append(row)
+
     return jsonify({
         "total_students": total_students,
         "total_problems": len(problems),
@@ -440,4 +459,7 @@ def get_student_statistics():
         "class_student_count": class_student_count,
         "class_problem_count": class_problem_count,
         "problem_level_matrix": matrix,
+        "problem_name_distribution": problem_name_dist,
+        "problem_class_matrix": problem_class_matrix,
+        "classes": [{"id": c.id, "name": c.name} for c in classes],
     })
diff --git a/app/templates/statistics.html b/app/templates/statistics.html
index 3299c41..d700e81 100644
--- a/app/templates/statistics.html
+++ b/app/templates/statistics.html
@@ -81,6 +81,31 @@
         </div>
     </div>
 
+    <!-- 问题分布 -->
+    <div class="row mb-4">
+        <div class="col-md-6">
+            <div class="card">
+                <div class="card-body">
+                    <h5 class="card-title"><i class="bi bi-bar-chart"></i> 各类问题分布</h5>
+                    <canvas id="problemNameChart"></canvas>
+                </div>
+            </div>
+        </div>
+        <div class="col-md-6">
+            <div class="card">
+                <div class="card-body">
+                    <h5 class="card-title"><i class="bi bi-grid-3x3-gap"></i> 问题×班级矩阵</h5>
+                    <div class="table-responsive" style="max-height: 300px; overflow-y: auto;">
+                        <table class="table table-sm table-bordered text-center small" id="problemClassMatrix">
+                            <thead id="problemClassMatrixHead"></thead>
+                            <tbody id="problemClassMatrixBody"></tbody>
+                        </table>
+                    </div>
+                </div>
+            </div>
+        </div>
+    </div>
+
     <!-- 班级统计 -->
     <div class="row">
         <div class="col-md-6">
@@ -105,7 +130,7 @@
 
 {% block extra_js %}
 <script>
-let severityChart, levelChart, classStudentChart, classProblemChart;
+let severityChart, levelChart, classStudentChart, classProblemChart, problemNameChart;
 
 async function loadStatistics() {
     try {
@@ -191,6 +216,58 @@ async function loadStatistics() {
         html += `<td><strong>${grandTotal}</strong></td></tr>`;
         matrixBody.innerHTML = html;
 
+        // 问题名称分布图
+        const problemNames = Object.keys(data.problem_name_distribution || {});
+        const problemCounts = Object.values(data.problem_name_distribution || {});
+        const pnCtx = document.getElementById('problemNameChart').getContext('2d');
+        if (problemNameChart) problemNameChart.destroy();
+        problemNameChart = new Chart(pnCtx, {
+            type: 'bar',
+            data: {
+                labels: problemNames,
+                datasets: [{
+                    label: '出现次数',
+                    data: problemCounts,
+                    backgroundColor: '#0d6efd',
+                }]
+            },
+            options: {
+                indexAxis: 'y',
+                responsive: true,
+                plugins: {
+                    legend: { display: false }
+                },
+                scales: {
+                    x: { beginAtZero: true }
+                }
+            }
+        });
+
+        // 问题×班级矩阵表
+        const classes = data.classes || [];
+        const pcmHead = document.getElementById('problemClassMatrixHead');
+        let headHtml = '<tr><th>问题</th>';
+        for (const c of classes) {
+            headHtml += `<th>${c.name}</th>`;
+        }
+        headHtml += '<th>合计</th></tr>';
+        pcmHead.innerHTML = headHtml;
+
+        const pcmBody = document.getElementById('problemClassMatrixBody');
+        let bodyHtml = '';
+        const pcmData = data.problem_class_matrix || [];
+        for (const row of pcmData) {
+            let rowTotal = 0;
+            bodyHtml += `<tr><td>${row.problem_name}</td>`;
+            for (const c of classes) {
+                const count = row[`class_${c.id}`] || 0;
+                bodyHtml += `<td>${count}</td>`;
+                rowTotal += count;
+            }
+            bodyHtml += `<td><strong>${rowTotal}</strong></td></tr>`;
+        }
+        pcmBody.innerHTML = bodyHtml;
+
         // 班级学员条形图
         const csCtx = document.getElementById('classStudentChart').getContext('2d');
         if (classStudentChart) classStudentChart.destroy();