diff --git a/optimizer/optimizer.go b/optimizer/optimizer.go
index a9c0fa3d3..6d1fb0b54 100644
--- a/optimizer/optimizer.go
+++ b/optimizer/optimizer.go
@@ -36,5 +36,6 @@ func Optimize(node *Node, config *conf.Config) error {
 	Walk(node, &filterLen{})
 	Walk(node, &filterLast{})
 	Walk(node, &filterFirst{})
+	Walk(node, &predicateCombination{})
 	return nil
 }
diff --git a/optimizer/optimizer_test.go b/optimizer/optimizer_test.go
index e45de763b..703bd1ceb 100644
--- a/optimizer/optimizer_test.go
+++ b/optimizer/optimizer_test.go
@@ -1,6 +1,7 @@
 package optimizer_test
 
 import (
+	"fmt"
 	"reflect"
 	"strings"
 	"testing"
@@ -339,3 +340,124 @@ func TestOptimize_filter_map_first(t *testing.T) {
 
 	assert.Equal(t, ast.Dump(expected), ast.Dump(tree.Node))
 }
+
+func TestOptimize_predicate_combination(t *testing.T) {
+	tests := []struct {
+		op     string
+		fn     string
+		wantOp string
+	}{
+		{"and", "all", "and"},
+		{"&&", "all", "&&"},
+		{"or", "all", "or"},
+		{"||", "all", "||"},
+		{"and", "any", "and"},
+		{"&&", "any", "&&"},
+		{"or", "any", "or"},
+		{"||", "any", "||"},
+		{"and", "none", "or"},
+		{"&&", "none", "||"},
+		{"and", "one", "or"},
+		{"&&", "one", "||"},
+	}
+
+	for _, tt := range tests {
+		rule := fmt.Sprintf(`%s(users, .Age > 18 and .Name != "Bob") %s %s(users, .Age < 30)`, tt.fn, tt.op, tt.fn)
+		t.Run(rule, func(t *testing.T) {
+			tree, err := parser.Parse(rule)
+			require.NoError(t, err)
+
+			err = optimizer.Optimize(&tree.Node, nil)
+			require.NoError(t, err)
+
+			expected := &ast.BuiltinNode{
+				Name: tt.fn,
+				Arguments: []ast.Node{
+					&ast.IdentifierNode{Value: "users"},
+					&ast.ClosureNode{
+						Node: &ast.BinaryNode{
+							Operator: tt.wantOp,
+							Left: &ast.BinaryNode{
+								Operator: "and",
+								Left: &ast.BinaryNode{
+									Operator: ">",
+									Left: &ast.MemberNode{
+										Node:     &ast.PointerNode{},
+										Property: &ast.StringNode{Value: "Age"},
+									},
+									Right: &ast.IntegerNode{Value: 18},
+								},
+								Right: &ast.BinaryNode{
+									Operator: "!=",
+									Left: &ast.MemberNode{
+										Node:     &ast.PointerNode{},
+										Property: &ast.StringNode{Value: "Name"},
+									},
+									Right: &ast.StringNode{Value: "Bob"},
+								},
+							},
+							Right: &ast.BinaryNode{
+								Operator: "<",
+								Left: &ast.MemberNode{
+									Node:     &ast.PointerNode{},
+									Property: &ast.StringNode{Value: "Age"},
+								},
+								Right: &ast.IntegerNode{Value: 30},
+							},
+						},
+					},
+				},
+			}
+			assert.Equal(t, ast.Dump(expected), ast.Dump(tree.Node))
+		})
+	}
+}
+
+func TestOptimize_predicate_combination_nested(t *testing.T) {
+	tree, err := parser.Parse(`any(users, {all(.Friends, {.Age == 18 })}) && any(users, {all(.Friends, {.Name != "Bob" })})`)
+	require.NoError(t, err)
+
+	err = optimizer.Optimize(&tree.Node, nil)
+	require.NoError(t, err)
+
+	expected := &ast.BuiltinNode{
+		Name: "any",
+		Arguments: []ast.Node{
+			&ast.IdentifierNode{Value: "users"},
+			&ast.ClosureNode{
+				Node: &ast.BuiltinNode{
+					Name: "all",
+					Arguments: []ast.Node{
+						&ast.MemberNode{
+							Node:     &ast.PointerNode{},
+							Property: &ast.StringNode{Value: "Friends"},
+						},
+						&ast.ClosureNode{
+							Node: &ast.BinaryNode{
+								Operator: "&&",
+								Left: &ast.BinaryNode{
+									Operator: "==",
+									Left: &ast.MemberNode{
+										Node:     &ast.PointerNode{},
+										Property: &ast.StringNode{Value: "Age"},
+									},
+									Right: &ast.IntegerNode{Value: 18},
+								},
+								Right: &ast.BinaryNode{
+									Operator: "!=",
+									Left: &ast.MemberNode{
+										Node:     &ast.PointerNode{},
+										Property: &ast.StringNode{Value: "Name"},
+									},
+									Right: &ast.StringNode{Value: "Bob"},
+								},
+							},
+						},
+					},
+				},
+			},
+		},
+	}
+
+	assert.Equal(t, ast.Dump(expected), ast.Dump(tree.Node))
+}
diff --git a/optimizer/predicate_combination.go b/optimizer/predicate_combination.go
new file mode 100644
index 000000000..2733781df
--- /dev/null
+++ b/optimizer/predicate_combination.go
@@ -0,0 +1,51 @@
+package optimizer
+
+import (
+	. "github.com/expr-lang/expr/ast"
+	"github.com/expr-lang/expr/parser/operator"
+)
+
+type predicateCombination struct{}
+
+func (v *predicateCombination) Visit(node *Node) {
+	if op, ok := (*node).(*BinaryNode); ok && operator.IsBoolean(op.Operator) {
+		if left, ok := op.Left.(*BuiltinNode); ok {
+			if combinedOp, ok := combinedOperator(left.Name, op.Operator); ok {
+				if right, ok := op.Right.(*BuiltinNode); ok && right.Name == left.Name {
+					if left.Arguments[0].Type() == right.Arguments[0].Type() && left.Arguments[0].String() == right.Arguments[0].String() {
+						closure := &ClosureNode{
+							Node: &BinaryNode{
+								Operator: combinedOp,
+								Left:     left.Arguments[1].(*ClosureNode).Node,
+								Right:    right.Arguments[1].(*ClosureNode).Node,
+							},
+						}
+						v.Visit(&closure.Node)
+						Patch(node, &BuiltinNode{
+							Name: left.Name,
+							Arguments: []Node{
+								left.Arguments[0],
+								closure,
+							},
+						})
+					}
+				}
+			}
+		}
+	}
+}
+
+func combinedOperator(fn, op string) (string, bool) {
+	switch fn {
+	case "all", "any":
+		return op, true
+	case "one", "none":
+		switch op {
+		case "and":
+			return "or", true
+		case "&&":
+			return "||", true
+		}
+	}
+	return "", false
+}