diff --git a/plugins/woocommerce-admin/tests/api/reports-revenue-stats.php b/plugins/woocommerce-admin/tests/api/reports-revenue-stats.php
new file mode 100644
index 00000000000..6a72eb3f958
--- /dev/null
+++ b/plugins/woocommerce-admin/tests/api/reports-revenue-stats.php
@@ -0,0 +1,119 @@
+<?php
+/**
+ * Reports Revenue Stats REST API Test
+ *
+ * @package WooCommerce\Tests\API
+ * @since 3.5.0
+ */
+class WC_Tests_API_Reports_Revenue_Stats extends WC_REST_Unit_Test_Case {
+
+	/**
+	 * Endpoints.
+	 *
+	 * @var string
+	 */
+	protected $endpoint = '/wc/v3/reports/revenue/stats';
+
+	protected $orders = array();
+
+	/**
+	 * Setup test reports revenue data.
+	 *
+	 * @since 3.5.0
+	 */
+	public function setUp() {
+		parent::setUp();
+
+		$this->user = $this->factory->user->create(
+			array(
+				'role' => 'administrator',
+			)
+		);
+	}
+
+	/**
+	 * Test route registration.
+	 *
+	 * @since 3.5.0
+	 */
+	public function test_register_routes() {
+		$routes = $this->server->get_routes();
+
+		$this->assertArrayHasKey( $this->endpoint, $routes );
+	}
+
+	/**
+	 * Test getting reports.
+	 *
+	 * @since 3.5.0
+	 */
+	public function test_get_reports() {
+		wp_set_current_user( $this->user );
+
+		// @todo update after report interface is done.
+		$response = $this->server->dispatch( new WP_REST_Request( 'GET', $this->endpoint ) );
+		$data     = $response->get_data();
+
+		$this->assertEquals( 200, $response->get_status() );
+		$this->assertEquals( 2, count( $data ) ); // @todo update results after implement report interface.
+		//$this->assertEquals( array(), $reports ); // @todo update results after implement report interface.
+	}
+
+	/**
+	 * Test getting reports without valid permissions.
+	 *
+	 * @since 3.5.0
+	 */
+	public function test_get_reports_without_permission() {
+		wp_set_current_user( 0 );
+		$response = $this->server->dispatch( new WP_REST_Request( 'GET', $this->endpoint ) );
+		$this->assertEquals( 401, $response->get_status() );
+	}
+
+	/**
+	 * Test reports schema.
+	 *
+	 * @since 3.5.0
+	 */
+	public function test_reports_schema() {
+		wp_set_current_user( $this->user );
+
+		$request    = new WP_REST_Request( 'OPTIONS', $this->endpoint );
+		$response   = $this->server->dispatch( $request );
+		$data       = $response->get_data();
+		$properties = $data['schema']['properties'];
+
+		$this->assertEquals( 2, count( $properties ) );
+		$this->assertArrayHasKey( 'totals', $properties );
+		$this->assertArrayHasKey( 'intervals', $properties );
+
+		$totals = $properties['totals']['properties'];
+		$this->assertEquals( 7, count( $totals ) );
+		$this->assertArrayHasKey( 'gross_revenue', $totals );
+		$this->assertArrayHasKey( 'net_revenue', $totals );
+		$this->assertArrayHasKey( 'coupons', $totals );
+		$this->assertArrayHasKey( 'shipping', $totals );
+		$this->assertArrayHasKey( 'taxes', $totals );
+		$this->assertArrayHasKey( 'refunds', $totals );
+		$this->assertArrayHasKey( 'orders_count', $totals );
+
+		$intervals = $properties['intervals']['items']['properties'];
+		$this->assertEquals( 6, count( $intervals ) );
+		$this->assertArrayHasKey( 'interval', $intervals );
+		$this->assertArrayHasKey( 'date_start', $intervals );
+		$this->assertArrayHasKey( 'date_start_gmt', $intervals );
+		$this->assertArrayHasKey( 'date_end', $intervals );
+		$this->assertArrayHasKey( 'date_end_gmt', $intervals );
+		$this->assertArrayHasKey( 'subtotals', $intervals );
+
+		$subtotals = $properties['intervals']['items']['properties']['subtotals']['properties'];
+		$this->assertEquals( 7, count( $subtotals ) );
+		$this->assertArrayHasKey( 'gross_revenue', $subtotals );
+		$this->assertArrayHasKey( 'net_revenue', $subtotals );
+		$this->assertArrayHasKey( 'coupons', $subtotals );
+		$this->assertArrayHasKey( 'shipping', $subtotals );
+		$this->assertArrayHasKey( 'taxes', $subtotals );
+		$this->assertArrayHasKey( 'refunds', $subtotals );
+		$this->assertArrayHasKey( 'orders_count', $subtotals );
+	}
+}