diff --git a/src/include/metadata/iceberg_snapshot.hpp b/src/include/metadata/iceberg_snapshot.hpp
index eac2bcb5c..e92e43913 100644
--- a/src/include/metadata/iceberg_snapshot.hpp
+++ b/src/include/metadata/iceberg_snapshot.hpp
@@ -9,6 +9,28 @@ struct IcebergTableMetadata;
 
 enum class IcebergSnapshotOperationType : uint8_t { APPEND, REPLACE, OVERWRITE, DELETE };
 
+//! Snapshot summary statistics for Iceberg spec compliance
+struct IcebergSnapshotSummary {
+	//! Cumulative totals (required by some query engines like Redshift)
+	int64_t total_records = 0;
+	int64_t total_data_files = 0;
+	int64_t total_files_size = 0;
+	int64_t total_delete_files = 0;
+	int64_t total_position_deletes = 0;
+	int64_t total_equality_deletes = 0;
+
+	//! Delta values for this snapshot
+	int64_t added_records = 0;
+	int64_t added_data_files = 0;
+	int64_t added_files_size = 0;
+	int64_t deleted_records = 0;
+	int64_t deleted_data_files = 0;
+	int64_t removed_files_size = 0;
+	int64_t changed_partition_count = 0;
+
+	bool has_statistics = false;
+};
+
 //! An Iceberg snapshot https://iceberg.apache.org/spec/#snapshots
 class IcebergSnapshot {
 public:
@@ -27,6 +49,9 @@ class IcebergSnapshot {
 	IcebergSnapshotOperationType operation;
 	timestamp_t timestamp_ms;
 	string manifest_list;
+
+	//! Summary statistics
+	IcebergSnapshotSummary summary;
 };
 
 } // namespace duckdb
diff --git a/src/metadata/iceberg_snapshot.cpp b/src/metadata/iceberg_snapshot.cpp
index 4f7a85185..81da0658a 100644
--- a/src/metadata/iceberg_snapshot.cpp
+++ b/src/metadata/iceberg_snapshot.cpp
@@ -27,6 +27,42 @@ rest_api_objects::Snapshot IcebergSnapshot::ToRESTObject() const {
 
 	res.summary.operation = OperationTypeToString(operation);
 
+	//! Add summary statistics to additional_properties if available
+	if (summary.has_statistics) {
+		auto &props = res.summary.additional_properties;
+
+		//! Cumulative totals (required by Redshift and other engines)
+		props["total-records"] = std::to_string(summary.total_records);
+		props["total-data-files"] = std::to_string(summary.total_data_files);
+		props["total-files-size"] = std::to_string(summary.total_files_size);
+		props["total-delete-files"] = std::to_string(summary.total_delete_files);
+		props["total-position-deletes"] = std::to_string(summary.total_position_deletes);
+		props["total-equality-deletes"] = std::to_string(summary.total_equality_deletes);
+
+		//! Delta values for this snapshot
+		if (summary.added_records > 0 || operation == IcebergSnapshotOperationType::APPEND) {
+			props["added-records"] = std::to_string(summary.added_records);
+		}
+		if (summary.added_data_files > 0 || operation == IcebergSnapshotOperationType::APPEND) {
+			props["added-data-files"] = std::to_string(summary.added_data_files);
+		}
+		if (summary.added_files_size > 0 || operation == IcebergSnapshotOperationType::APPEND) {
+			props["added-files-size"] = std::to_string(summary.added_files_size);
+		}
+		if (summary.deleted_records > 0) {
+			props["deleted-records"] = std::to_string(summary.deleted_records);
+		}
+		if (summary.deleted_data_files > 0) {
+			props["deleted-data-files"] = std::to_string(summary.deleted_data_files);
+		}
+		if (summary.removed_files_size > 0) {
+			props["removed-files-size"] = std::to_string(summary.removed_files_size);
+		}
+		if (summary.changed_partition_count > 0) {
+			props["changed-partition-count"] = std::to_string(summary.changed_partition_count);
+		}
+	}
+
 	if (!has_parent_snapshot) {
 		res.has_parent_snapshot_id = false;
 	} else {
@@ -43,6 +79,18 @@ rest_api_objects::Snapshot IcebergSnapshot::ToRESTObject() const {
 	return res;
 }
 
+static int64_t ParseInt64FromProps(const case_insensitive_map_t<string> &props, const string &key, int64_t default_val = 0) {
+	auto it = props.find(key);
+	if (it != props.end()) {
+		try {
+			return std::stoll(it->second);
+		} catch (...) {
+			return default_val;
+		}
+	}
+	return default_val;
+}
+
 IcebergSnapshot IcebergSnapshot::ParseSnapshot(rest_api_objects::Snapshot &snapshot, IcebergTableMetadata &metadata) {
 	IcebergSnapshot ret;
 	if (metadata.iceberg_version == 1) {
@@ -57,6 +105,29 @@ IcebergSnapshot IcebergSnapshot::ParseSnapshot(rest_api_objects::Snapshot &snaps
 	D_ASSERT(snapshot.has_schema_id);
 	ret.schema_id = snapshot.schema_id;
 	ret.manifest_list = snapshot.manifest_list;
+
+	//! Parse summary statistics from additional_properties if available
+	auto &props = snapshot.summary.additional_properties;
+	if (!props.empty()) {
+		//! Check if total-records exists (key indicator of statistics presence)
+		if (props.find("total-records") != props.end()) {
+			ret.summary.has_statistics = true;
+			ret.summary.total_records = ParseInt64FromProps(props, "total-records");
+			ret.summary.total_data_files = ParseInt64FromProps(props, "total-data-files");
+			ret.summary.total_files_size = ParseInt64FromProps(props, "total-files-size");
+			ret.summary.total_delete_files = ParseInt64FromProps(props, "total-delete-files");
+			ret.summary.total_position_deletes = ParseInt64FromProps(props, "total-position-deletes");
+			ret.summary.total_equality_deletes = ParseInt64FromProps(props, "total-equality-deletes");
+			ret.summary.added_records = ParseInt64FromProps(props, "added-records");
+			ret.summary.added_data_files = ParseInt64FromProps(props, "added-data-files");
+			ret.summary.added_files_size = ParseInt64FromProps(props, "added-files-size");
+			ret.summary.deleted_records = ParseInt64FromProps(props, "deleted-records");
+			ret.summary.deleted_data_files = ParseInt64FromProps(props, "deleted-data-files");
+			ret.summary.removed_files_size = ParseInt64FromProps(props, "removed-files-size");
+			ret.summary.changed_partition_count = ParseInt64FromProps(props, "changed-partition-count");
+		}
+	}
+
 	return ret;
 }
 
diff --git a/src/storage/iceberg_transaction_data.cpp b/src/storage/iceberg_transaction_data.cpp
index 0abd4c51b..15d3ade72 100644
--- a/src/storage/iceberg_transaction_data.cpp
+++ b/src/storage/iceberg_transaction_data.cpp
@@ -116,6 +116,55 @@ void IcebergTransactionData::AddSnapshot(IcebergSnapshotOperationType operation,
 		}
 	}
 
+	//! Compute snapshot summary statistics
+	new_snapshot.summary.has_statistics = true;
+
+	//! Get previous snapshot totals if available
+	IcebergSnapshotSummary prev_summary;
+	if (new_snapshot.has_parent_snapshot) {
+		if (!alters.empty()) {
+			auto &last_alter = alters.back().get();
+			prev_summary = last_alter.snapshot.summary;
+		} else {
+			auto prev_snapshot = table_metadata.GetSnapshotById(new_snapshot.parent_snapshot_id);
+			if (prev_snapshot && prev_snapshot->summary.has_statistics) {
+				prev_summary = prev_snapshot->summary;
+			}
+		}
+	}
+
+	//! Calculate delta values from data_files
+	for (const auto &file : data_files) {
+		if (operation == IcebergSnapshotOperationType::APPEND) {
+			new_snapshot.summary.added_records += file.record_count;
+			new_snapshot.summary.added_data_files += 1;
+			new_snapshot.summary.added_files_size += file.file_size_in_bytes;
+		} else if (operation == IcebergSnapshotOperationType::DELETE) {
+			new_snapshot.summary.deleted_records += file.record_count;
+			new_snapshot.summary.deleted_data_files += 1;
+			new_snapshot.summary.removed_files_size += file.file_size_in_bytes;
+		}
+	}
+
+	//! Calculate cumulative totals
+	if (operation == IcebergSnapshotOperationType::APPEND) {
+		new_snapshot.summary.total_records = prev_summary.total_records + new_snapshot.summary.added_records;
+		new_snapshot.summary.total_data_files = prev_summary.total_data_files + new_snapshot.summary.added_data_files;
+		new_snapshot.summary.total_files_size = prev_summary.total_files_size + new_snapshot.summary.added_files_size;
+		new_snapshot.summary.total_delete_files = prev_summary.total_delete_files;
+		new_snapshot.summary.total_position_deletes = prev_summary.total_position_deletes;
+		new_snapshot.summary.total_equality_deletes = prev_summary.total_equality_deletes;
+		//! For appends, changed partition count is typically 1 for unpartitioned tables
+		new_snapshot.summary.changed_partition_count = 1;
+	} else if (operation == IcebergSnapshotOperationType::DELETE) {
+		new_snapshot.summary.total_records = prev_summary.total_records;
+		new_snapshot.summary.total_data_files = prev_summary.total_data_files;
+		new_snapshot.summary.total_files_size = prev_summary.total_files_size;
+		new_snapshot.summary.total_delete_files = prev_summary.total_delete_files + new_snapshot.summary.deleted_data_files;
+		new_snapshot.summary.total_position_deletes = prev_summary.total_position_deletes + new_snapshot.summary.deleted_records;
+		new_snapshot.summary.total_equality_deletes = prev_summary.total_equality_deletes;
+	}
+
 	auto manifest_content_type = IcebergManifestContentType::DATA;
 	switch (operation) {
 	case IcebergSnapshotOperationType::DELETE:
@@ -172,6 +221,46 @@ void IcebergTransactionData::AddUpdateSnapshot(vector<IcebergManifestEntry> &&de
 		}
 	}
 
+	//! Compute snapshot summary statistics for OVERWRITE
+	new_snapshot.summary.has_statistics = true;
+
+	//! Get previous snapshot totals if available
+	IcebergSnapshotSummary prev_summary;
+	if (new_snapshot.has_parent_snapshot) {
+		if (!alters.empty()) {
+			auto &last_alter = alters.back().get();
+			prev_summary = last_alter.snapshot.summary;
+		} else {
+			auto prev_snapshot = table_metadata.GetSnapshotById(new_snapshot.parent_snapshot_id);
+			if (prev_snapshot && prev_snapshot->summary.has_statistics) {
+				prev_summary = prev_snapshot->summary;
+			}
+		}
+	}
+
+	//! Calculate delta values from delete_files
+	for (const auto &file : delete_files) {
+		new_snapshot.summary.deleted_records += file.record_count;
+		new_snapshot.summary.deleted_data_files += 1;
+		new_snapshot.summary.removed_files_size += file.file_size_in_bytes;
+	}
+
+	//! Calculate delta values from data_files
+	for (const auto &file : data_files) {
+		new_snapshot.summary.added_records += file.record_count;
+		new_snapshot.summary.added_data_files += 1;
+		new_snapshot.summary.added_files_size += file.file_size_in_bytes;
+	}
+
+	//! Calculate cumulative totals for OVERWRITE
+	new_snapshot.summary.total_records = prev_summary.total_records - new_snapshot.summary.deleted_records + new_snapshot.summary.added_records;
+	new_snapshot.summary.total_data_files = prev_summary.total_data_files - new_snapshot.summary.deleted_data_files + new_snapshot.summary.added_data_files;
+	new_snapshot.summary.total_files_size = prev_summary.total_files_size - new_snapshot.summary.removed_files_size + new_snapshot.summary.added_files_size;
+	new_snapshot.summary.total_delete_files = prev_summary.total_delete_files + static_cast<int64_t>(delete_files.size());
+	new_snapshot.summary.total_position_deletes = prev_summary.total_position_deletes;
+	new_snapshot.summary.total_equality_deletes = prev_summary.total_equality_deletes;
+	new_snapshot.summary.changed_partition_count = 1;
+
 	auto add_snapshot = make_uniq<IcebergAddSnapshot>(table_info, manifest_list_path, std::move(new_snapshot));
 	CreateManifestListEntry(*add_snapshot, table_metadata, IcebergManifestContentType::DELETE, std::move(delete_files));
 
diff --git a/src/storage/irc_transaction.cpp b/src/storage/irc_transaction.cpp
index 288539048..17af75fb3 100644
--- a/src/storage/irc_transaction.cpp
+++ b/src/storage/irc_transaction.cpp
@@ -77,6 +77,10 @@ void CommitTableToJSON(yyjson_mut_doc *doc, yyjson_mut_val *root_object,
 			yyjson_mut_obj_add_strcpy(doc, snapshot_json, "manifest-list", snapshot.manifest_list.c_str());
 			auto summary_json = yyjson_mut_obj_add_obj(doc, snapshot_json, "summary");
 			yyjson_mut_obj_add_strcpy(doc, summary_json, "operation", snapshot.summary.operation.c_str());
+			//! Add additional properties (statistics) to summary
+			for (const auto &prop : snapshot.summary.additional_properties) {
+				yyjson_mut_obj_add_strcpy(doc, summary_json, prop.first.c_str(), prop.second.c_str());
+			}
 			yyjson_mut_obj_add_uint(doc, snapshot_json, "schema-id", snapshot.schema_id);
 		} else if (update.has_set_snapshot_ref_update) {
 			auto update_json = yyjson_mut_arr_add_obj(doc, updates_array);