diff --git a/hwe/compare/turn_command_trace.php b/hwe/compare/turn_command_trace.php
index 6e37cd69..0cc9eb39 100644
--- a/hwe/compare/turn_command_trace.php
+++ b/hwe/compare/turn_command_trace.php
@@ -4,6 +4,8 @@ declare(strict_types=1);
 
 namespace sammo;
 
+use sammo\Enums\RankColumn;
+
 if (PHP_SAPI !== 'cli') {
     http_response_code(404);
     exit;
@@ -358,6 +360,30 @@ function comparisonApplyTurnFixtureSetup(mixed $setup): void
             $db->update('general', $patch, 'no = %i', $row['id']);
         }
     }
+    foreach ($setup['rankData'] ?? [] as $row) {
+        if (
+            !is_array($row)
+            || !is_int($row['generalId'] ?? null)
+            || !is_string($row['type'] ?? null)
+            || RankColumn::tryFrom($row['type']) === null
+            || !is_int($row['value'] ?? null)
+        ) {
+            throw new \InvalidArgumentException('invalid setup.rankData row');
+        }
+        $nationId = (int)($db->queryFirstField(
+            'SELECT nation FROM general WHERE no = %i',
+            $row['generalId'],
+        ) ?? 0);
+        $db->insertUpdate('rank_data', [
+            'general_id' => $row['generalId'],
+            'nation_id' => $nationId,
+            'type' => $row['type'],
+            'value' => $row['value'],
+        ], [
+            'nation_id' => $nationId,
+            'value' => $row['value'],
+        ]);
+    }
     if (($setup['isolateWorld'] ?? false) === true && ($setup['generals'] ?? []) !== []) {
         $maxGeneralId = max(array_map(
             static fn(array $row): int => (int)$row['id'],
diff --git a/hwe/compare/turn_state_snapshot.php b/hwe/compare/turn_state_snapshot.php
index fcd9fc29..5f758eb9 100644
--- a/hwe/compare/turn_state_snapshot.php
+++ b/hwe/compare/turn_state_snapshot.php
@@ -4,6 +4,8 @@ declare(strict_types=1);
 
 namespace sammo;
 
+use sammo\Enums\RankColumn;
+
 if (PHP_SAPI !== 'cli') {
     http_response_code(404);
     exit;
@@ -229,6 +231,19 @@ function comparisonTurnStateSnapshot(array $request): array
         },
         comparisonRowsById('general', 'no', $generalIds),
     );
+    $rankTypes = array_map(
+        static fn(RankColumn $column): string => $column->value,
+        RankColumn::cases(),
+    );
+    $rankData = $generalIds === []
+        ? []
+        : iterator_to_array($db->query(
+            'SELECT general_id AS generalId, nation_id AS nationId, `type`, `value`'
+            . ' FROM rank_data WHERE general_id IN %li AND `type` IN %ls'
+            . ' ORDER BY general_id, `type`',
+            $generalIds,
+            $rankTypes,
+        ));
 
     $cities = array_map(
         static fn(array $row): array => comparisonPickRow(
@@ -412,6 +427,7 @@ function comparisonTurnStateSnapshot(array $request): array
             'generalCooldowns' => $generalCooldowns,
         ],
         'generals' => $generals,
+        'rankData' => $rankData,
         'cities' => $cities,
         'nations' => $nations,
         'diplomacy' => $diplomacy,