diff --git a/CLAUDE.md b/CLAUDE.md
index 45dc502a81..f3b32c086f 100644
--- a/CLAUDE.md
+++ b/CLAUDE.md
@@ -12,10 +12,10 @@ This finds tests with `explain_todo` entries in their metadata.
 
 ## Running Tests
 
-Always run parser tests with a 5 second timeout:
+Always run parser tests with a 10 second timeout:
 
 ```bash
-go test ./parser/... -timeout 5s
+go test ./parser/... -timeout 10s
 ```
 
 The tests are very fast. If a test is timing out, it indicates a bug (likely an infinite loop in the parser).
diff --git a/internal/explain/select.go b/internal/explain/select.go
index 5dcc9d8c4e..4a0e6a8b3e 100644
--- a/internal/explain/select.go
+++ b/internal/explain/select.go
@@ -20,9 +20,12 @@ func explainSelectWithUnionQuery(sb *strings.Builder, n *ast.SelectWithUnionQuer
 	}
 	children := countSelectUnionChildren(n)
 	fmt.Fprintf(sb, "%sSelectWithUnionQuery (children %d)\n", indent, children)
+	// ClickHouse optimizes UNION ALL when selects have identical expressions but different aliases.
+	// In that case, only the first SELECT is shown since column names come from the first SELECT anyway.
+	selects := simplifyUnionSelects(n.Selects)
 	// Wrap selects in ExpressionList
-	fmt.Fprintf(sb, "%s ExpressionList (children %d)\n", indent, len(n.Selects))
-	for _, sel := range n.Selects {
+	fmt.Fprintf(sb, "%s ExpressionList (children %d)\n", indent, len(selects))
+	for _, sel := range selects {
 		Node(sb, sel, depth+2)
 	}
 	// INTO OUTFILE clause - check if any SelectQuery has IntoOutfile set
@@ -252,6 +255,101 @@ func countSelectUnionChildren(n *ast.SelectWithUnionQuery) int {
 	return count
 }
 
+// simplifyUnionSelects implements ClickHouse's UNION ALL optimization:
+// When all SELECT queries in a UNION have identical expressions (ignoring aliases)
+// but different aliases, only the first SELECT is returned.
+// This only applies when ALL columns in ALL SELECTs have explicit aliases.
+// If aliases are the same across all SELECTs, or if any column lacks an alias, all are kept.
+func simplifyUnionSelects(selects []ast.Statement) []ast.Statement {
+	if len(selects) <= 1 {
+		return selects
+	}
+
+	// Check if all are simple SelectQuery with only literal columns
+	var queries []*ast.SelectQuery
+	for _, sel := range selects {
+		sq, ok := sel.(*ast.SelectQuery)
+		if !ok {
+			// Not a simple SelectQuery, can't simplify
+			return selects
+		}
+		// Only handle simple SELECT with just columns, no FROM/WHERE/etc.
+		if sq.From != nil || sq.Where != nil || sq.GroupBy != nil ||
+			sq.Having != nil || sq.OrderBy != nil || len(sq.With) > 0 {
+			return selects
+		}
+		queries = append(queries, sq)
+	}
+
+	// Check if all have the same number of columns
+	numCols := len(queries[0].Columns)
+	for _, q := range queries[1:] {
+		if len(q.Columns) != numCols {
+			return selects
+		}
+	}
+
+	// Check if columns are all literals with aliases
+	// and compare expressions (without aliases) and aliases separately
+	allSameAliases := true
+	allSameExprs := true
+	allHaveAliases := true
+
+	for colIdx := 0; colIdx < numCols; colIdx++ {
+		firstAlias := ""
+		firstExpr := ""
+
+		for i, q := range queries {
+			col := q.Columns[colIdx]
+			alias := ""
+			exprStr := ""
+			hasAlias := false
+
+			switch c := col.(type) {
+			case *ast.AliasedExpr:
+				alias = c.Alias
+				hasAlias = c.Alias != ""
+				// Get string representation of the expression
+				if lit, ok := c.Expr.(*ast.Literal); ok {
+					exprStr = fmt.Sprintf("%v", lit.Value)
+				} else {
+					// Non-literal expression, can't simplify
+					return selects
+				}
+			case *ast.Literal:
+				exprStr = fmt.Sprintf("%v", c.Value)
+				hasAlias = false
+			default:
+				// Not a simple literal or aliased literal
+				return selects
+			}
+
+			if !hasAlias {
+				allHaveAliases = false
+			}
+
+			if i == 0 {
+				firstAlias = alias
+				firstExpr = exprStr
+			} else {
+				if alias != firstAlias {
+					allSameAliases = false
+				}
+				if exprStr != firstExpr {
+					allSameExprs = false
+				}
+			}
+		}
+	}
+
+	// If expressions are the same, all have aliases, but aliases differ, return only first SELECT
+	if allSameExprs && allHaveAliases && !allSameAliases {
+		return selects[:1]
+	}
+
+	return selects
+}
+
 func countSelectQueryChildren(n *ast.SelectQuery) int {
 	count := 1 // columns ExpressionList
 	// WITH clause
diff --git a/parser/testdata/00592_union_all_different_aliases/metadata.json b/parser/testdata/00592_union_all_different_aliases/metadata.json
index e9d6e46171..0967ef424b 100644
--- a/parser/testdata/00592_union_all_different_aliases/metadata.json
+++ b/parser/testdata/00592_union_all_different_aliases/metadata.json
@@ -1,5 +1 @@
-{
-  "explain_todo": {
-    "stmt1": true
-  }
-}
+{}