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diff --git a/src/mongo/db/query/stats/stats_path_test.cpp b/src/mongo/db/query/stats/stats_path_test.cpp
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+++ b/src/mongo/db/query/stats/stats_path_test.cpp
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+/**
+ *    Copyright (C) 2022-present MongoDB, Inc.
+ *
+ *    This program is free software: you can redistribute it and/or modify
+ *    it under the terms of the Server Side Public License, version 1,
+ *    as published by MongoDB, Inc.
+ *
+ *    This program is distributed in the hope that it will be useful,
+ *    but WITHOUT ANY WARRANTY; without even the implied warranty of
+ *    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ *    Server Side Public License for more details.
+ *
+ *    You should have received a copy of the Server Side Public License
+ *    along with this program. If not, see
+ *    <http://www.mongodb.com/licensing/server-side-public-license>.
+ *
+ *    As a special exception, the copyright holders give permission to link the
+ *    code of portions of this program with the OpenSSL library under certain
+ *    conditions as described in each individual source file and distribute
+ *    linked combinations including the program with the OpenSSL library. You
+ *    must comply with the Server Side Public License in all respects for
+ *    all of the code used other than as permitted herein. If you modify file(s)
+ *    with this exception, you may extend this exception to your version of the
+ *    file(s), but you are not obligated to do so. If you do not wish to do so,
+ *    delete this exception statement from your version. If you delete this
+ *    exception statement from all source files in the program, then also delete
+ *    it in the license file.
+ */
+
+#include "mongo/bson/bsonobjbuilder.h"
+#include "mongo/db/exec/sbe/values/bson.h"
+#include "mongo/db/exec/sbe/values/value.h"
+#include "mongo/db/query/stats/array_histogram.h"
+#include "mongo/db/query/stats/scalar_histogram.h"
+#include "mongo/db/query/stats/stats_gen.h"
+#include "mongo/unittest/unittest.h"
+#include "mongo/util/assert_util.h"
+
+namespace mongo::stats {
+namespace {
+
+IDLParserContext ctx("StatsPath");
+
+/**
+ *  Validate round trip conversion for histogram bucket
+ */
+TEST(StatsPath, BasicValidStatsBucketDouble) {
+    // Create & parse StatsBucket.
+    auto serializedBucket = Bucket{3.0, 4.0, 15.0, 2.0, 6.0}.serialize();
+    auto parsedBucket = StatsBucket::parse(ctx, serializedBucket);
+
+    // Round-trip conversion.
+    auto bucketToBSON = parsedBucket.toBSON();
+    ASSERT_BSONOBJ_EQ(serializedBucket, bucketToBSON);
+}
+
+/**
+ *  Validate round-trip conversion for StatsPath datatype.
+ */
+TEST(StatsPath, BasicValidStatsPath) {
+    // Initialize histogram buckets.
+    constexpr double doubleCount = 15.0;
+    constexpr double trueCount = 12.0;
+    constexpr double falseCount = 16.0;
+    constexpr double numDocs = doubleCount + trueCount + falseCount;
+    std::vector<Bucket> buckets{
+        Bucket{1.0, 0.0, 1.0, 0.0, 1.0},
+        Bucket{2.0, 5.0, 8.0, 1.0, 2.0},
+        Bucket{3.0, 4.0, 15.0, 2.0, 6.0},
+    };
+
+    // Initialize histogram bounds.
+    auto [boundsTag, boundsVal] = sbe::value::makeNewArray();
+    sbe::value::ValueGuard boundsGuard{boundsTag, boundsVal};
+    auto bounds = sbe::value::getArrayView(boundsVal);
+    bounds->push_back(sbe::value::TypeTags::NumberDouble, 1.0);
+    bounds->push_back(sbe::value::TypeTags::NumberDouble, 2.0);
+    bounds->push_back(sbe::value::TypeTags::NumberDouble, 3.0);
+
+    // Create a scalar histogram.
+    TypeCounts tc{
+        {sbe::value::TypeTags::NumberDouble, doubleCount},
+        {sbe::value::TypeTags::Boolean, trueCount + falseCount},
+    };
+    ScalarHistogram sh(*bounds, buckets);
+    ArrayHistogram ah(sh, tc, trueCount, falseCount);
+
+    // Serialize to BSON.
+    auto serializedPath = stats::makeStatsPath("somePath", numDocs, ah);
+
+    // Parse StatsPath via IDL & serialize to BSON.
+    auto parsedPath = StatsPath::parse(ctx, serializedPath);
+    auto parsedPathToBSON = parsedPath.toBSON();
+
+    // We should end up with the same serialized BSON in the end.
+    ASSERT_BSONOBJ_EQ(serializedPath, parsedPathToBSON);
+}
+
+/**
+ *  Validate round-trip conversion for StatsPath datatype.
+ */
+TEST(StatsPath, BasicValidEmptyStatsPath) {
+    // Initialize histogram buckets.
+    constexpr double numDocs = 0.0;
+    std::vector<Bucket> buckets;
+
+    // Initialize histogram bounds.
+    auto [boundsTag, boundsVal] = sbe::value::makeNewArray();
+    sbe::value::ValueGuard boundsGuard{boundsTag, boundsVal};
+    auto bounds = sbe::value::getArrayView(boundsVal);
+
+    // Create an empty scalar histogram.
+    TypeCounts tc;
+    ScalarHistogram sh(*bounds, buckets);
+    ArrayHistogram ah(sh, tc);
+
+    // Serialize to BSON.
+    auto serializedPath = stats::makeStatsPath("someEmptyPath", numDocs, ah);
+
+    // Parse StatsPath via IDL & serialize to BSON.
+    auto parsedPath = StatsPath::parse(ctx, serializedPath);
+    auto parsedPathToBSON = parsedPath.toBSON();
+
+    // We should end up with the same serialized BSON in the end.
+    ASSERT_BSONOBJ_EQ(serializedPath, parsedPathToBSON);
+}
+
+}  // namespace
+}  // namespace mongo::stats