diff --git a/pkg/api/controllers/balance_controller.go b/pkg/api/controllers/balance_controller.go
index 250da6dee..76a7be329 100644
--- a/pkg/api/controllers/balance_controller.go
+++ b/pkg/api/controllers/balance_controller.go
@@ -5,6 +5,7 @@ import (
 	"encoding/json"
 	"fmt"
 	"net/http"
+	"strings"
 
 	"github.com/gin-gonic/gin"
 	"github.com/numary/ledger/pkg/api/apierrors"
@@ -22,7 +23,7 @@ func NewBalanceController() BalanceController {
 func (ctl *BalanceController) GetBalancesAggregated(c *gin.Context) {
 	l, _ := c.Get("ledger")
 
-	balancesQuery := ledger.NewBalancesQuery().
+	balancesQuery := ledger.NewAggregatedBalancesQuery().
 		WithAddressFilter(c.Query("address"))
 	balances, err := l.(*ledger.Ledger).GetBalancesAggregated(
 		c.Request.Context(), *balancesQuery)
@@ -66,7 +67,7 @@ func (ctl *BalanceController) GetBalances(c *gin.Context) {
 		balancesQuery = balancesQuery.
 			WithOffset(token.Offset).
 			WithAfterAddress(token.AfterAddress).
-			WithAddressFilter(token.AddressRegexpFilter).
+			WithAddressFilter(token.AddressRegexpFilter...).
 			WithPageSize(token.PageSize)
 
 	} else if c.Query(QueryKeyCursorDeprecated) != "" {
@@ -96,7 +97,7 @@ func (ctl *BalanceController) GetBalances(c *gin.Context) {
 		balancesQuery = balancesQuery.
 			WithOffset(token.Offset).
 			WithAfterAddress(token.AfterAddress).
-			WithAddressFilter(token.AddressRegexpFilter).
+			WithAddressFilter(token.AddressRegexpFilter...).
 			WithPageSize(token.PageSize)
 
 	} else {
@@ -106,9 +107,15 @@ func (ctl *BalanceController) GetBalances(c *gin.Context) {
 			return
 		}
 
+		addresses := c.QueryArray("address")
+		allAddresses := make([]string, 0)
+		for _, address := range addresses {
+			allAddresses = append(allAddresses, strings.Split(address, ",")...)
+		}
+
 		balancesQuery = balancesQuery.
 			WithAfterAddress(c.Query("after")).
-			WithAddressFilter(c.Query("address")).
+			WithAddressFilter(allAddresses...).
 			WithPageSize(pageSize)
 	}
 
diff --git a/pkg/api/controllers/pagination_test.go b/pkg/api/controllers/pagination_test.go
index 6044f1053..778e654a6 100644
--- a/pkg/api/controllers/pagination_test.go
+++ b/pkg/api/controllers/pagination_test.go
@@ -554,7 +554,7 @@ func TestCursor(t *testing.T) {
 					res, err := base64.RawURLEncoding.DecodeString(cursor.Next)
 					require.NoError(t, err)
 					require.Equal(t,
-						`{"pageSize":3,"offset":3,"after":"accounts:15","address":"accounts:.*"}`,
+						`{"pageSize":3,"offset":3,"after":"accounts:15","address":["accounts:.*"]}`,
 						string(res))
 
 					httpResponse = internal.GetBalances(api, url.Values{
@@ -566,12 +566,12 @@ func TestCursor(t *testing.T) {
 					res, err = base64.RawURLEncoding.DecodeString(cursor.Previous)
 					require.NoError(t, err)
 					require.Equal(t,
-						`{"pageSize":3,"offset":0,"after":"accounts:15","address":"accounts:.*"}`,
+						`{"pageSize":3,"offset":0,"after":"accounts:15","address":["accounts:.*"]}`,
 						string(res))
 					res, err = base64.RawURLEncoding.DecodeString(cursor.Next)
 					require.NoError(t, err)
 					require.Equal(t,
-						`{"pageSize":3,"offset":6,"after":"accounts:15","address":"accounts:.*"}`,
+						`{"pageSize":3,"offset":6,"after":"accounts:15","address":["accounts:.*"]}`,
 						string(res))
 				})
 
diff --git a/pkg/ledger/ledger.go b/pkg/ledger/ledger.go
index 3e1298c80..832248b30 100644
--- a/pkg/ledger/ledger.go
+++ b/pkg/ledger/ledger.go
@@ -157,7 +157,7 @@ func (l *Ledger) GetBalances(ctx context.Context, q BalancesQuery) (api.Cursor[c
 	return l.store.GetBalances(ctx, q)
 }
 
-func (l *Ledger) GetBalancesAggregated(ctx context.Context, q BalancesQuery) (core.AssetsBalances, error) {
+func (l *Ledger) GetBalancesAggregated(ctx context.Context, q AggregatedBalancesQuery) (core.AssetsBalances, error) {
 	return l.store.GetBalancesAggregated(ctx, q)
 }
 
diff --git a/pkg/ledger/storage.go b/pkg/ledger/storage.go
index a5d610f07..28674d602 100644
--- a/pkg/ledger/storage.go
+++ b/pkg/ledger/storage.go
@@ -19,7 +19,7 @@ type Store interface {
 	CountAccounts(context.Context, AccountsQuery) (uint64, error)
 	GetAccounts(context.Context, AccountsQuery) (api.Cursor[core.Account], error)
 	GetBalances(context.Context, BalancesQuery) (api.Cursor[core.AccountsBalances], error)
-	GetBalancesAggregated(context.Context, BalancesQuery) (core.AssetsBalances, error)
+	GetBalancesAggregated(context.Context, AggregatedBalancesQuery) (core.AssetsBalances, error)
 	GetLastLog(context.Context) (*core.Log, error)
 	GetLogs(context.Context, *LogsQuery) (api.Cursor[core.Log], error)
 	LoadMapping(context.Context) (*core.Mapping, error)
@@ -228,7 +228,7 @@ type BalancesQuery struct {
 }
 
 type BalancesQueryFilters struct {
-	AddressRegexp string
+	AddressRegexp []string
 }
 
 func NewBalancesQuery() *BalancesQuery {
@@ -249,7 +249,7 @@ func (b *BalancesQuery) WithOffset(offset uint) *BalancesQuery {
 	return b
 }
 
-func (b *BalancesQuery) WithAddressFilter(address string) *BalancesQuery {
+func (b *BalancesQuery) WithAddressFilter(address ...string) *BalancesQuery {
 	b.Filters.AddressRegexp = address
 
 	return b
@@ -260,6 +260,46 @@ func (b *BalancesQuery) WithPageSize(pageSize uint) *BalancesQuery {
 	return b
 }
 
+type AggregatedBalancesQuery struct {
+	PageSize     uint
+	Offset       uint
+	AfterAddress string
+	Filters      AggregatedBalancesQueryFilters
+}
+
+type AggregatedBalancesQueryFilters struct {
+	AddressRegexp string
+}
+
+func NewAggregatedBalancesQuery() *AggregatedBalancesQuery {
+	return &AggregatedBalancesQuery{
+		PageSize: QueryDefaultPageSize,
+	}
+}
+
+func (b *AggregatedBalancesQuery) WithAfterAddress(after string) *AggregatedBalancesQuery {
+	b.AfterAddress = after
+
+	return b
+}
+
+func (b *AggregatedBalancesQuery) WithOffset(offset uint) *AggregatedBalancesQuery {
+	b.Offset = offset
+
+	return b
+}
+
+func (b *AggregatedBalancesQuery) WithAddressFilter(address string) *AggregatedBalancesQuery {
+	b.Filters.AddressRegexp = address
+
+	return b
+}
+
+func (b *AggregatedBalancesQuery) WithPageSize(pageSize uint) *AggregatedBalancesQuery {
+	b.PageSize = pageSize
+	return b
+}
+
 type LogsQuery struct {
 	AfterID  uint64
 	PageSize uint
diff --git a/pkg/storage/sqlstorage/balances.go b/pkg/storage/sqlstorage/balances.go
index d480abb59..29a154b84 100644
--- a/pkg/storage/sqlstorage/balances.go
+++ b/pkg/storage/sqlstorage/balances.go
@@ -15,13 +15,13 @@ import (
 	"github.com/numary/ledger/pkg/ledger"
 )
 
-func (s *Store) GetBalancesAggregated(ctx context.Context, q ledger.BalancesQuery) (core.AssetsBalances, error) {
+func (s *Store) GetBalancesAggregated(ctx context.Context, q ledger.AggregatedBalancesQuery) (core.AssetsBalances, error) {
 	sb := sqlbuilder.NewSelectBuilder()
 	sb.Select("asset", "sum(input - output)")
 	sb.From(s.schema.Table("volumes"))
 	sb.GroupBy("asset")
 
-	if q.Filters.AddressRegexp != "" {
+	if len(q.Filters.AddressRegexp) > 0 {
 		switch s.Schema().Flavor() {
 		case sqlbuilder.PostgreSQL:
 			src := strings.Split(q.Filters.AddressRegexp, ":")
@@ -116,27 +116,43 @@ func (s *Store) GetBalances(ctx context.Context, q ledger.BalancesQuery) (api.Cu
 		t.AfterAddress = q.AfterAddress
 	}
 
-	if q.Filters.AddressRegexp != "" {
+	if len(q.Filters.AddressRegexp) > 0 {
 		switch s.Schema().Flavor() {
 		case sqlbuilder.PostgreSQL:
-			src := strings.Split(q.Filters.AddressRegexp, ":")
-			if q.Filters.AddressRegexp[len(q.Filters.AddressRegexp)-2:] != ".*" {
-				sb.Where(fmt.Sprintf("jsonb_array_length(account_json) = %d", len(src)))
-			} else {
-				src[len(src)-1] = src[len(src)-1][:len(src[len(src)-1])-2]
-			}
-
-			for i, segment := range src {
-				if segment == ".*" || segment == "*" || segment == "" {
-					continue
+			if len(q.Filters.AddressRegexp) == 1 {
+				src := strings.Split(q.Filters.AddressRegexp[0], ":")
+				if q.Filters.AddressRegexp[0][len(q.Filters.AddressRegexp[0])-2:] != ".*" {
+					sb.Where(fmt.Sprintf("jsonb_array_length(account_json) = %d", len(src)))
+				} else {
+					src[len(src)-1] = src[len(src)-1][:len(src[len(src)-1])-2]
 				}
 
-				arg := sb.Args.Add(strings.ReplaceAll(segment, "\\", "\\\\"))
-				sb.Where(fmt.Sprintf("account_json @@ ('$[%d] like_regex \"' || %s::text || '\"')::jsonpath", i, arg))
+				for i, segment := range src {
+					if segment == ".*" || segment == "*" || segment == "" {
+						continue
+					}
+
+					arg := sb.Args.Add(strings.ReplaceAll(segment, "\\", "\\\\"))
+					sb.Where(fmt.Sprintf("account_json @@ ('$[%d] like_regex \"' || %s::text || '\"')::jsonpath", i, arg))
+				}
+			} else {
+				asAnys := make([]any, 0)
+				for _, v := range q.Filters.AddressRegexp {
+					asAnys = append(asAnys, v)
+				}
+				sb = sb.Where(sb.In("account", asAnys...))
 			}
 		case sqlbuilder.SQLite:
-			arg := sb.Args.Add("^" + q.Filters.AddressRegexp + "$")
-			sb.Where("account REGEXP " + arg)
+			if len(q.Filters.AddressRegexp) == 1 {
+				arg := sb.Args.Add("^" + q.Filters.AddressRegexp[0] + "$")
+				sb.Where("account REGEXP " + arg)
+			} else {
+				asAnys := make([]any, 0)
+				for _, v := range q.Filters.AddressRegexp {
+					asAnys = append(asAnys, v)
+				}
+				sb = sb.Where(sb.In("account", asAnys...))
+			}
 		}
 		t.AddressRegexpFilter = q.Filters.AddressRegexp
 	}
diff --git a/pkg/storage/sqlstorage/balances_test.go b/pkg/storage/sqlstorage/balances_test.go
index 187736b74..f70cae53d 100644
--- a/pkg/storage/sqlstorage/balances_test.go
+++ b/pkg/storage/sqlstorage/balances_test.go
@@ -45,6 +45,33 @@ func testGetBalances(t *testing.T, store *sqlstorage.Store) {
 		}, cursor.Data)
 	})
 
+	t.Run("on 2 accounts", func(t *testing.T) {
+		cursor, err := store.GetBalances(context.Background(),
+			ledger.BalancesQuery{
+				Filters: ledger.BalancesQueryFilters{
+					AddressRegexp: []string{"central_bank", "users:1"},
+				},
+				PageSize: 10,
+			})
+		assert.NoError(t, err)
+		assert.Equal(t, 10, cursor.PageSize)
+		assert.Equal(t, false, cursor.HasMore)
+		assert.Equal(t, "", cursor.Previous)
+		assert.Equal(t, "", cursor.Next)
+		assert.Equal(t, []core.AccountsBalances{
+			{
+				"users:1": core.AssetsBalances{
+					"USD": core.NewMonetaryInt(1),
+				},
+			},
+			{
+				"central_bank": core.AssetsBalances{
+					"USD": core.NewMonetaryInt(199),
+				},
+			},
+		}, cursor.Data)
+	})
+
 	t.Run("limit", func(t *testing.T) {
 		cursor, err := store.GetBalances(context.Background(),
 			ledger.BalancesQuery{
@@ -114,7 +141,7 @@ func testGetBalances(t *testing.T, store *sqlstorage.Store) {
 			ledger.BalancesQuery{
 				PageSize:     10,
 				AfterAddress: "world",
-				Filters:      ledger.BalancesQueryFilters{AddressRegexp: "users:.+"},
+				Filters:      ledger.BalancesQueryFilters{AddressRegexp: []string{"users:.+"}},
 			})
 		assert.NoError(t, err)
 		assert.Equal(t, 10, cursor.PageSize)
@@ -135,7 +162,7 @@ func testGetBalancesAggregated(t *testing.T, store *sqlstorage.Store) {
 	err := store.Commit(context.Background(), tx1, tx2, tx3)
 	assert.NoError(t, err)
 
-	q := ledger.BalancesQuery{
+	q := ledger.AggregatedBalancesQuery{
 		PageSize: 10,
 	}
 	cursor, err := store.GetBalancesAggregated(context.Background(), q)
diff --git a/pkg/storage/sqlstorage/pagination.go b/pkg/storage/sqlstorage/pagination.go
index d542741e8..be9bd0255 100644
--- a/pkg/storage/sqlstorage/pagination.go
+++ b/pkg/storage/sqlstorage/pagination.go
@@ -32,7 +32,7 @@ type BalancesPaginationToken struct {
 	PageSize            uint   `json:"pageSize"`
 	Offset              uint   `json:"offset"`
 	AfterAddress        string `json:"after,omitempty"`
-	AddressRegexpFilter string `json:"address,omitempty"`
+	AddressRegexpFilter[] string `json:"address,omitempty"`
 }
 
 type LogsPaginationToken struct {