diff --git a/local/pkgs/hpcstat/src/sql.cpp b/local/pkgs/hpcstat/src/sql.cpp
index 3b4d5c02..c8b50950 100644
--- a/local/pkgs/hpcstat/src/sql.cpp
+++ b/local/pkgs/hpcstat/src/sql.cpp
@@ -262,7 +262,16 @@ namespace hpcstat::sql
       // export to markdown
       std::cout << "| 账号 | 使用核时 | 登陆次数(交互式) | 登陆次数(非交互式) | 成功任务数 | 失败任务数 | SSH密钥编号::指纹 |\n";
       std::cout << "| :--: | :--: | :--: | :--: | :--: | :--: | :--: |\n";
-      for (auto& [key, stat] : stat_account)
+      std::vector<std::pair<std::optional<std::string>, StatAccount>> stat_account_vector
+        (stat_account.begin(), stat_account.end());
+      auto compare = [](auto& a, auto& b)
+      {
+        if (a.first)
+          { if (b.first) return Keys[*a.first].PubkeyFilename < Keys[*b.first].PubkeyFilename; else return true; }
+        else return false;
+      };
+      std::sort(stat_account_vector.begin(), stat_account_vector.end(), compare);
+      for (auto& [key, stat] : stat_account_vector)
         std::cout << "| {} | {:.2f} | {} | {} | {} | {} | `{}::{}` |\n"_f
         (
           key ? Keys[*key].Username : "(unknown)", stat.CpuTime, stat.LoginInteractive, stat.LoginNonInteractive,