diff --git a/frontend/mining-app/lib/core/network/api_endpoints.dart b/frontend/mining-app/lib/core/network/api_endpoints.dart
index 87b9be0d..2b0f73bd 100644
--- a/frontend/mining-app/lib/core/network/api_endpoints.dart
+++ b/frontend/mining-app/lib/core/network/api_endpoints.dart
@@ -50,6 +50,7 @@ class ApiEndpoints {
   static const String transferHistory = '/api/v2/trading/transfers/history';
 
   // Contribution Service 2.0 (Kong路由: /api/v2/contribution -> /api/v1/contributions)
+  static const String contributionStats = '/api/v2/contribution/stats';
   static String contribution(String accountSequence) =>
       '/api/v2/contribution/accounts/$accountSequence';
   static String contributionRecords(String accountSequence) =>
diff --git a/frontend/mining-app/lib/data/datasources/remote/contribution_remote_datasource.dart b/frontend/mining-app/lib/data/datasources/remote/contribution_remote_datasource.dart
index 5853d2b1..c9b8a4cb 100644
--- a/frontend/mining-app/lib/data/datasources/remote/contribution_remote_datasource.dart
+++ b/frontend/mining-app/lib/data/datasources/remote/contribution_remote_datasource.dart
@@ -1,5 +1,6 @@
 import '../../models/contribution_model.dart';
 import '../../models/contribution_record_model.dart';
+import '../../models/contribution_stats_model.dart';
 import '../../../core/network/api_client.dart';
 import '../../../core/network/api_endpoints.dart';
 import '../../../core/error/exceptions.dart';
@@ -14,6 +15,7 @@ abstract class ContributionRemoteDataSource {
     int page = 1,
     int pageSize = 50,
   });
+  Future<ContributionStatsModel> getContributionStats();
 }
 
 class ContributionRemoteDataSourceImpl implements ContributionRemoteDataSource {
@@ -60,6 +62,16 @@ class ContributionRemoteDataSourceImpl implements ContributionRemoteDataSource {
     }
   }
 
+  @override
+  Future<ContributionStatsModel> getContributionStats() async {
+    try {
+      final response = await client.get(ApiEndpoints.contributionStats);
+      return ContributionStatsModel.fromJson(response.data);
+    } catch (e) {
+      throw ServerException(e.toString());
+    }
+  }
+
   String _sourceTypeToString(ContributionSourceType type) {
     switch (type) {
       case ContributionSourceType.personal:
diff --git a/frontend/mining-app/lib/data/models/contribution_stats_model.dart b/frontend/mining-app/lib/data/models/contribution_stats_model.dart
new file mode 100644
index 00000000..874e0744
--- /dev/null
+++ b/frontend/mining-app/lib/data/models/contribution_stats_model.dart
@@ -0,0 +1,29 @@
+import '../../domain/entities/contribution_stats.dart';
+
+class ContributionStatsModel extends ContributionStats {
+  const ContributionStatsModel({
+    required super.totalUsers,
+    required super.totalAccounts,
+    required super.accountsWithContribution,
+    required super.totalAdoptions,
+    required super.totalContribution,
+    required super.personalContribution,
+    required super.teamLevelContribution,
+    required super.teamBonusContribution,
+  });
+
+  factory ContributionStatsModel.fromJson(Map<String, dynamic> json) {
+    final contributionByType = json['contributionByType'] as Map<String, dynamic>? ?? {};
+
+    return ContributionStatsModel(
+      totalUsers: json['totalUsers'] ?? 0,
+      totalAccounts: json['totalAccounts'] ?? 0,
+      accountsWithContribution: json['accountsWithContribution'] ?? 0,
+      totalAdoptions: json['totalAdoptions'] ?? 0,
+      totalContribution: json['totalContribution']?.toString() ?? '0',
+      personalContribution: contributionByType['personal']?.toString() ?? '0',
+      teamLevelContribution: contributionByType['teamLevel']?.toString() ?? '0',
+      teamBonusContribution: contributionByType['teamBonus']?.toString() ?? '0',
+    );
+  }
+}
diff --git a/frontend/mining-app/lib/data/repositories/contribution_repository_impl.dart b/frontend/mining-app/lib/data/repositories/contribution_repository_impl.dart
index 7d9d3ab7..60a2b41c 100644
--- a/frontend/mining-app/lib/data/repositories/contribution_repository_impl.dart
+++ b/frontend/mining-app/lib/data/repositories/contribution_repository_impl.dart
@@ -1,6 +1,7 @@
 import 'package:dartz/dartz.dart';
 import '../../domain/entities/contribution.dart';
 import '../../domain/entities/contribution_record.dart';
+import '../../domain/entities/contribution_stats.dart';
 import '../../domain/repositories/contribution_repository.dart';
 import '../../core/error/exceptions.dart';
 import '../../core/error/failures.dart';
@@ -46,4 +47,16 @@ class ContributionRepositoryImpl implements ContributionRepository {
       return Left(const NetworkFailure());
     }
   }
+
+  @override
+  Future<Either<Failure, ContributionStats>> getContributionStats() async {
+    try {
+      final result = await remoteDataSource.getContributionStats();
+      return Right(result);
+    } on ServerException catch (e) {
+      return Left(ServerFailure(e.message));
+    } on NetworkException {
+      return Left(const NetworkFailure());
+    }
+  }
 }
diff --git a/frontend/mining-app/lib/domain/entities/contribution_stats.dart b/frontend/mining-app/lib/domain/entities/contribution_stats.dart
new file mode 100644
index 00000000..f27b993b
--- /dev/null
+++ b/frontend/mining-app/lib/domain/entities/contribution_stats.dart
@@ -0,0 +1,51 @@
+import 'package:equatable/equatable.dart';
+
+/// 贡献值统计数据
+class ContributionStats extends Equatable {
+  /// 总用户数
+  final int totalUsers;
+
+  /// 总账户数
+  final int totalAccounts;
+
+  /// 有算力的账户数
+  final int accountsWithContribution;
+
+  /// 总认种数
+  final int totalAdoptions;
+
+  /// 全网总算力
+  final String totalContribution;
+
+  /// 个人算力总量
+  final String personalContribution;
+
+  /// 团队层级算力总量
+  final String teamLevelContribution;
+
+  /// 团队奖励算力总量
+  final String teamBonusContribution;
+
+  const ContributionStats({
+    required this.totalUsers,
+    required this.totalAccounts,
+    required this.accountsWithContribution,
+    required this.totalAdoptions,
+    required this.totalContribution,
+    required this.personalContribution,
+    required this.teamLevelContribution,
+    required this.teamBonusContribution,
+  });
+
+  @override
+  List<Object?> get props => [
+        totalUsers,
+        totalAccounts,
+        accountsWithContribution,
+        totalAdoptions,
+        totalContribution,
+        personalContribution,
+        teamLevelContribution,
+        teamBonusContribution,
+      ];
+}
diff --git a/frontend/mining-app/lib/domain/repositories/contribution_repository.dart b/frontend/mining-app/lib/domain/repositories/contribution_repository.dart
index eaa2444f..4ad92506 100644
--- a/frontend/mining-app/lib/domain/repositories/contribution_repository.dart
+++ b/frontend/mining-app/lib/domain/repositories/contribution_repository.dart
@@ -2,6 +2,7 @@ import 'package:dartz/dartz.dart';
 import '../../core/error/failures.dart';
 import '../entities/contribution.dart';
 import '../entities/contribution_record.dart';
+import '../entities/contribution_stats.dart';
 
 abstract class ContributionRepository {
   Future<Either<Failure, Contribution>> getUserContribution(String accountSequence);
@@ -12,4 +13,5 @@ abstract class ContributionRepository {
     int page = 1,
     int pageSize = 50,
   });
+  Future<Either<Failure, ContributionStats>> getContributionStats();
 }
diff --git a/frontend/mining-app/lib/presentation/pages/contribution/contribution_page.dart b/frontend/mining-app/lib/presentation/pages/contribution/contribution_page.dart
index e2a31d53..b981120f 100644
--- a/frontend/mining-app/lib/presentation/pages/contribution/contribution_page.dart
+++ b/frontend/mining-app/lib/presentation/pages/contribution/contribution_page.dart
@@ -32,11 +32,16 @@ class ContributionPage extends ConsumerWidget {
     );
     final recordsAsync = ref.watch(contributionRecordsProvider(recordsParams));
 
+    // 获取预估收益
+    final estimatedEarnings = ref.watch(estimatedEarningsProvider(accountSequence));
+    final statsAsync = ref.watch(contributionStatsProvider);
+
     // Extract loading state and data from AsyncValue
     final isLoading = contributionAsync.isLoading;
     final contribution = contributionAsync.valueOrNull;
     final hasError = contributionAsync.hasError;
     final error = contributionAsync.error;
+    final isStatsLoading = statsAsync.isLoading;
 
     return Scaffold(
       backgroundColor: const Color(0xFFF5F5F5),
@@ -46,6 +51,7 @@ class ContributionPage extends ConsumerWidget {
           onRefresh: () async {
             ref.invalidate(contributionProvider(accountSequence));
             ref.invalidate(contributionRecordsProvider(recordsParams));
+            ref.invalidate(contributionStatsProvider);
           },
           child: hasError && contribution == null
               ? Center(
@@ -79,7 +85,7 @@ class ContributionPage extends ConsumerWidget {
                           _buildThreeColumnStats(contribution, isLoading),
                           const SizedBox(height: 16),
                           // 今日预估收益
-                          _buildTodayEstimateCard(contribution, isLoading),
+                          _buildTodayEstimateCard(estimatedEarnings, isLoading || isStatsLoading),
                           const SizedBox(height: 16),
                           // 贡献值明细
                           _buildContributionDetailCard(context, ref, recordsAsync),
@@ -259,13 +265,7 @@ class ContributionPage extends ConsumerWidget {
     );
   }
 
-  Widget _buildTodayEstimateCard(Contribution? contribution, bool isLoading) {
-    // 基于贡献值计算预估收益（暂时显示占位符，后续可接入实际计算API）
-    final totalContribution = double.tryParse(contribution?.totalContribution ?? '0') ?? 0;
-    // 简单估算：假设每日发放总量为 10000 积分股，按贡献值占比分配
-    // 这里先显示"--"表示暂无数据，后续可接入实际计算
-    final hasContribution = totalContribution > 0;
-
+  Widget _buildTodayEstimateCard(EstimatedEarnings earnings, bool isLoading) {
     return Container(
       padding: const EdgeInsets.all(20),
       decoration: BoxDecoration(
@@ -314,9 +314,9 @@ class ContributionPage extends ConsumerWidget {
                       TextSpan(
                         children: [
                           TextSpan(
-                            text: hasContribution ? '计算中' : '--',
-                            style: TextStyle(
-                              fontSize: hasContribution ? 14 : 18,
+                            text: earnings.isValid ? formatAmount(earnings.dailyShares) : '--',
+                            style: const TextStyle(
+                              fontSize: 18,
                               fontWeight: FontWeight.bold,
                               color: _green,
                             ),
diff --git a/frontend/mining-app/lib/presentation/providers/contribution_providers.dart b/frontend/mining-app/lib/presentation/providers/contribution_providers.dart
index ab17eaa6..f2de9a15 100644
--- a/frontend/mining-app/lib/presentation/providers/contribution_providers.dart
+++ b/frontend/mining-app/lib/presentation/providers/contribution_providers.dart
@@ -2,6 +2,7 @@ import 'dart:async';
 import 'package:flutter_riverpod/flutter_riverpod.dart';
 import '../../domain/entities/contribution.dart';
 import '../../domain/entities/contribution_record.dart';
+import '../../domain/entities/contribution_stats.dart';
 import '../../domain/usecases/contribution/get_user_contribution.dart';
 import '../../domain/repositories/contribution_repository.dart';
 import '../../core/di/injection.dart';
@@ -67,7 +68,12 @@ class ContributionRecordsParams {
 final contributionRecordsProvider = FutureProvider.family<ContributionRecordsPage?, ContributionRecordsParams>(
   (ref, params) async {
     // 空字符串不请求
-    if (params.accountSequence.isEmpty) return null;
+    if (params.accountSequence.isEmpty) {
+      print('[ContributionRecordsProvider] accountSequence is empty, skipping request');
+      return null;
+    }
+
+    print('[ContributionRecordsProvider] Fetching records for ${params.accountSequence}, page=${params.page}, pageSize=${params.pageSize}');
 
     final repository = ref.watch(contributionRepositoryProvider);
     final result = await repository.getContributionRecords(
@@ -76,6 +82,12 @@ final contributionRecordsProvider = FutureProvider.family<ContributionRecordsPag
       pageSize: params.pageSize,
     );
 
+    print('[ContributionRecordsProvider] Result: ${result.isRight() ? "success" : "failed"}');
+    result.fold(
+      (failure) => print('[ContributionRecordsProvider] Error: ${failure.message}'),
+      (records) => print('[ContributionRecordsProvider] Records count: ${records.data.length}, total: ${records.total}'),
+    );
+
     // 保持 provider 活跃
     ref.keepAlive();
 
@@ -91,3 +103,88 @@ final contributionRecordsProvider = FutureProvider.family<ContributionRecordsPag
     );
   },
 );
+
+/// 全网贡献值统计 Provider
+final contributionStatsProvider = FutureProvider<ContributionStats?>((ref) async {
+  final repository = ref.watch(contributionRepositoryProvider);
+  final result = await repository.getContributionStats();
+
+  // 保持 provider 活跃
+  ref.keepAlive();
+
+  // 5 分钟后自动失效
+  final timer = Timer(const Duration(minutes: 5), () {
+    ref.invalidateSelf();
+  });
+  ref.onDispose(() => timer.cancel());
+
+  return result.fold(
+    (failure) {
+      print('[ContributionStatsProvider] Error: ${failure.message}');
+      return null;
+    },
+    (stats) {
+      print('[ContributionStatsProvider] Total contribution: ${stats.totalContribution}');
+      return stats;
+    },
+  );
+});
+
+/// 计算用户今日预估收益
+/// 公式: (用户贡献值 / 全网总贡献值) × 每日发放量
+/// 每日发放量 = 每秒发放量 × 86400
+class EstimatedEarnings {
+  final String dailyShares;
+  final String perSecondShares;
+  final bool isValid;
+
+  const EstimatedEarnings({
+    required this.dailyShares,
+    required this.perSecondShares,
+    required this.isValid,
+  });
+
+  static const zero = EstimatedEarnings(
+    dailyShares: '0',
+    perSecondShares: '0',
+    isValid: false,
+  );
+}
+
+/// 每日发放总量配置（积分股）
+/// 第1纪元: 100M / (2年 × 365天) ≈ 136,986 积分股/天
+const double dailyAllocationTotal = 136986.0;
+
+final estimatedEarningsProvider = Provider.family<EstimatedEarnings, String>((ref, accountSequence) {
+  final contributionAsync = ref.watch(contributionProvider(accountSequence));
+  final statsAsync = ref.watch(contributionStatsProvider);
+
+  final contribution = contributionAsync.valueOrNull;
+  final stats = statsAsync.valueOrNull;
+
+  if (contribution == null || stats == null) {
+    return EstimatedEarnings.zero;
+  }
+
+  final userContribution = double.tryParse(contribution.totalContribution) ?? 0;
+  final totalContribution = double.tryParse(stats.totalContribution) ?? 0;
+
+  if (totalContribution <= 0 || userContribution <= 0) {
+    return EstimatedEarnings.zero;
+  }
+
+  // 用户占比
+  final ratio = userContribution / totalContribution;
+
+  // 每日预估
+  final dailyShares = ratio * dailyAllocationTotal;
+
+  // 每秒预估
+  final perSecondShares = dailyShares / 86400;
+
+  return EstimatedEarnings(
+    dailyShares: dailyShares.toStringAsFixed(4),
+    perSecondShares: perSecondShares.toStringAsFixed(8),
+    isValid: true,
+  );
+});