diff --git a/src/backend/utils/adt/numeric.c b/src/backend/utils/adt/numeric.c
index a4692d8cfc..20c9cac2fa 100644
--- a/src/backend/utils/adt/numeric.c
+++ b/src/backend/utils/adt/numeric.c
@@ -592,7 +592,8 @@ static void round_var(NumericVar *var, int rscale);
 static void trunc_var(NumericVar *var, int rscale);
 static void strip_var(NumericVar *var);
 static void compute_bucket(Numeric operand, Numeric bound1, Numeric bound2,
-						   const NumericVar *count_var, NumericVar *result_var);
+						   const NumericVar *count_var, bool reversed_bounds,
+						   NumericVar *result_var);
 
 static void accum_sum_add(NumericSumAccum *accum, const NumericVar *var1);
 static void accum_sum_rescale(NumericSumAccum *accum, const NumericVar *val);
@@ -1752,8 +1753,8 @@ width_bucket_numeric(PG_FUNCTION_ARGS)
 			else if (cmp_numerics(operand, bound2) >= 0)
 				add_var(&count_var, &const_one, &result_var);
 			else
-				compute_bucket(operand, bound1, bound2,
-							   &count_var, &result_var);
+				compute_bucket(operand, bound1, bound2, &count_var, false,
+							   &result_var);
 			break;
 
 			/* bound1 > bound2 */
@@ -1763,8 +1764,8 @@ width_bucket_numeric(PG_FUNCTION_ARGS)
 			else if (cmp_numerics(operand, bound2) <= 0)
 				add_var(&count_var, &const_one, &result_var);
 			else
-				compute_bucket(operand, bound1, bound2,
-							   &count_var, &result_var);
+				compute_bucket(operand, bound1, bound2, &count_var, true,
+							   &result_var);
 			break;
 	}
 
@@ -1783,11 +1784,13 @@ width_bucket_numeric(PG_FUNCTION_ARGS)
 /*
  * If 'operand' is not outside the bucket range, determine the correct
  * bucket for it to go. The calculations performed by this function
- * are derived directly from the SQL2003 spec.
+ * are derived directly from the SQL2003 spec. Note however that we
+ * multiply by count before dividing, to avoid unnecessary roundoff error.
  */
 static void
 compute_bucket(Numeric operand, Numeric bound1, Numeric bound2,
-			   const NumericVar *count_var, NumericVar *result_var)
+			   const NumericVar *count_var, bool reversed_bounds,
+			   NumericVar *result_var)
 {
 	NumericVar	bound1_var;
 	NumericVar	bound2_var;
@@ -1797,23 +1800,21 @@ compute_bucket(Numeric operand, Numeric bound1, Numeric bound2,
 	init_var_from_num(bound2, &bound2_var);
 	init_var_from_num(operand, &operand_var);
 
-	if (cmp_var(&bound1_var, &bound2_var) < 0)
+	if (!reversed_bounds)
 	{
 		sub_var(&operand_var, &bound1_var, &operand_var);
 		sub_var(&bound2_var, &bound1_var, &bound2_var);
-		div_var(&operand_var, &bound2_var, result_var,
-				select_div_scale(&operand_var, &bound2_var), true);
 	}
 	else
 	{
 		sub_var(&bound1_var, &operand_var, &operand_var);
-		sub_var(&bound1_var, &bound2_var, &bound1_var);
-		div_var(&operand_var, &bound1_var, result_var,
-				select_div_scale(&operand_var, &bound1_var), true);
+		sub_var(&bound1_var, &bound2_var, &bound2_var);
 	}
 
-	mul_var(result_var, count_var, result_var,
-			result_var->dscale + count_var->dscale);
+	mul_var(&operand_var, count_var, &operand_var,
+			operand_var.dscale + count_var->dscale);
+	div_var(&operand_var, &bound2_var, result_var,
+			select_div_scale(&operand_var, &bound2_var), true);
 	add_var(result_var, &const_one, result_var);
 	floor_var(result_var, result_var);
 
diff --git a/src/test/regress/expected/numeric.out b/src/test/regress/expected/numeric.out
index 70d6cfe423..cb782d0e2a 100644
--- a/src/test/regress/expected/numeric.out
+++ b/src/test/regress/expected/numeric.out
@@ -1385,6 +1385,46 @@ SELECT width_bucket('Infinity'::float8, 1, 10, 10),
 (1 row)
 
 DROP TABLE width_bucket_test;
+-- Simple test for roundoff error when results should be exact
+SELECT x, width_bucket(x::float8, 10, 100, 9) as flt,
+       width_bucket(x::numeric, 10, 100, 9) as num
+FROM generate_series(0, 110, 10) x;
+  x  | flt | num 
+-----+-----+-----
+   0 |   0 |   0
+  10 |   1 |   1
+  20 |   2 |   2
+  30 |   3 |   3
+  40 |   4 |   4
+  50 |   5 |   5
+  60 |   6 |   6
+  70 |   7 |   7
+  80 |   8 |   8
+  90 |   9 |   9
+ 100 |  10 |  10
+ 110 |  10 |  10
+(12 rows)
+
+SELECT x, width_bucket(x::float8, 100, 10, 9) as flt,
+       width_bucket(x::numeric, 100, 10, 9) as num
+FROM generate_series(0, 110, 10) x;
+  x  | flt | num 
+-----+-----+-----
+   0 |  10 |  10
+  10 |  10 |  10
+  20 |   9 |   9
+  30 |   8 |   8
+  40 |   7 |   7
+  50 |   6 |   6
+  60 |   5 |   5
+  70 |   4 |   4
+  80 |   3 |   3
+  90 |   2 |   2
+ 100 |   1 |   1
+ 110 |   0 |   0
+(12 rows)
+
+--
 -- TO_CHAR()
 --
 SELECT '' AS to_char_1, to_char(val, '9G999G999G999G999G999')
diff --git a/src/test/regress/sql/numeric.sql b/src/test/regress/sql/numeric.sql
index 520e23a9f5..76969db22a 100644
--- a/src/test/regress/sql/numeric.sql
+++ b/src/test/regress/sql/numeric.sql
@@ -888,6 +888,15 @@ SELECT width_bucket('Infinity'::float8, 1, 10, 10),
 
 DROP TABLE width_bucket_test;
 
+-- Simple test for roundoff error when results should be exact
+SELECT x, width_bucket(x::float8, 10, 100, 9) as flt,
+       width_bucket(x::numeric, 10, 100, 9) as num
+FROM generate_series(0, 110, 10) x;
+SELECT x, width_bucket(x::float8, 100, 10, 9) as flt,
+       width_bucket(x::numeric, 100, 10, 9) as num
+FROM generate_series(0, 110, 10) x;
+
+--
 -- TO_CHAR()
 --
 SELECT '' AS to_char_1, to_char(val, '9G999G999G999G999G999')