diff --git a/README.md b/README.md
index bde82416..ce9dcf3a 100644
--- a/README.md
+++ b/README.md
@@ -119,7 +119,7 @@ The following is the complete list of benchmarks, separated into groups.
 
 - `neo4j-analytics` - Executes Neo4j graph queries against a movie database.
   \
-  Default repetitions: 20; GPL3 license, GPL3 distribution; Supported JVM: 11 - 20
+  Default repetitions: 20; GPL3 license, GPL3 distribution; Supported JVM: 17 and later
 
 #### functional
 
diff --git a/benchmarks/neo4j/src/main/scala/org/renaissance/neo4j/Neo4jAnalytics.scala b/benchmarks/neo4j/src/main/scala/org/renaissance/neo4j/Neo4jAnalytics.scala
index a54e9053..57dfac22 100644
--- a/benchmarks/neo4j/src/main/scala/org/renaissance/neo4j/Neo4jAnalytics.scala
+++ b/benchmarks/neo4j/src/main/scala/org/renaissance/neo4j/Neo4jAnalytics.scala
@@ -2,7 +2,7 @@ package org.renaissance.neo4j
 
 import org.neo4j.configuration.GraphDatabaseSettings
 import org.neo4j.dbms.api.{DatabaseManagementService, DatabaseManagementServiceBuilder}
-import org.neo4j.logging.Level
+import org.neo4j.io.ByteUnit
 import org.renaissance.Benchmark._
 import org.renaissance.BenchmarkResult.Validators
 import org.renaissance.neo4j.analytics.AnalyticsBenchmark
@@ -19,8 +19,7 @@ import scala.io.{Codec, Source}
 @Group("neo4j")
 @Summary("Executes Neo4j graph queries against a movie database.")
 @Licenses(Array(License.GPL3))
-@RequiresJvm("11")
-@SupportsJvm("20")
+@RequiresJvm("17")
 @Repetitions(20)
 @Parameter(name = "long_query_threads", defaultValue = "2")
 @Parameter(name = "long_query_repeats", defaultValue = "1")
@@ -122,8 +121,7 @@ final class Neo4jAnalytics extends Benchmark {
 
     dbms.set(
       new DatabaseManagementServiceBuilder(graphDbDir)
-        .setConfig(GraphDatabaseSettings.pagecache_memory, "500M")
-        .setConfig(GraphDatabaseSettings.store_internal_log_level, Level.WARN)
+        .setConfig(GraphDatabaseSettings.pagecache_memory, Long.box(ByteUnit.mebiBytes(512)))
         .build()
     )
 
diff --git a/benchmarks/neo4j/src/main/scala/org/renaissance/neo4j/analytics/AnalyticsBenchmark.scala b/benchmarks/neo4j/src/main/scala/org/renaissance/neo4j/analytics/AnalyticsBenchmark.scala
index 57987a88..42d66de9 100644
--- a/benchmarks/neo4j/src/main/scala/org/renaissance/neo4j/analytics/AnalyticsBenchmark.scala
+++ b/benchmarks/neo4j/src/main/scala/org/renaissance/neo4j/analytics/AnalyticsBenchmark.scala
@@ -4,7 +4,7 @@ import org.neo4j.graphdb.{GraphDatabaseService, Label, RelationshipType, Result}
 import org.renaissance.neo4j.analytics.AnalyticsBenchmark._
 
 import java.util.concurrent.TimeUnit
-import scala.collection.JavaConverters._
+import scala.jdk.CollectionConverters._
 import scala.collection.{Seq, _}
 
 /*
@@ -12,7 +12,7 @@ import scala.collection.{Seq, _}
  */
 object AnalyticsBenchmark {
 
-  type VertexId = Int
+  private type VertexId = Int
 
   trait Vertex {
     def id: VertexId
@@ -63,8 +63,8 @@ class AnalyticsBenchmark(
   private def populateVertices(
     db: GraphDatabaseService,
     vertices: Iterable[Vertex]
-  ): Map[VertexId, Long] = {
-    val mapping = mutable.Map[VertexId, Long]()
+  ): Map[VertexId, String] = {
+    val mapping = mutable.Map[VertexId, String]()
 
     val tx = db.beginTx()
 
@@ -88,7 +88,7 @@ class AnalyticsBenchmark(
             sys.error(s"Unknown $vertex.")
         }
 
-        mapping(vertex.id) = node.getId
+        mapping(vertex.id) = node.getElementId
       } catch {
         case e: Exception =>
           throw new RuntimeException(s"Error in: $vertex", e)
@@ -105,7 +105,7 @@ class AnalyticsBenchmark(
   private def populateEdges(
     db: GraphDatabaseService,
     edges: Iterable[Edge],
-    vertexNodeIds: Map[VertexId, Long]
+    vertexNodeIds: Map[VertexId, String]
   ): Long = {
     var edgeCount = 0
     val tx = db.beginTx()
@@ -113,13 +113,13 @@ class AnalyticsBenchmark(
     try {
       for (edge <- edges) try {
         val sourceNodeId = vertexNodeIds(edge.source)
-        val sourceNode = tx.getNodeById(sourceNodeId)
+        val sourceNode = tx.getNodeByElementId(sourceNodeId)
         if (sourceNode == null) {
           sys.error("Null source node for: " + sourceNodeId)
         }
 
         val destinationNodeId = vertexNodeIds(edge.destination)
-        val destinationNode = tx.getNodeById(destinationNodeId)
+        val destinationNode = tx.getNodeByElementId(destinationNodeId)
         if (destinationNode == null) {
           sys.error("Null destination node for: " + destinationNodeId)
         }
@@ -275,7 +275,7 @@ class AnalyticsBenchmark(
     // Find how many directors directed at least 3 movies.
     (
       """match (d: Director)
-        |with d, size((d)-[: FILMS]->()) as c
+        |with d, count { (d)-[: FILMS]->() } as c
         |where c > $c
         |return count(d)""".stripMargin,
       Map("c" -> Long.box(3)),
@@ -296,7 +296,7 @@ class AnalyticsBenchmark(
     // Find the genre with the most movies.
     (
       """match (g: Genre)
-        |with g, size(()-[: GENRE]->(g)) as filmCount
+        |with g, count { ()-[: GENRE]->(g) } as filmCount
         |order by filmCount desc
         |limit 1
         |return g.name, filmCount""".stripMargin,
diff --git a/build.sbt b/build.sbt
index d35a2925..37466b00 100644
--- a/build.sbt
+++ b/build.sbt
@@ -328,12 +328,13 @@ lazy val jdkStreamsBenchmarks = (project in file("benchmarks/jdk-streams"))
 lazy val neo4jBenchmarks = (project in file("benchmarks/neo4j"))
   .settings(
     name := "neo4j",
-    commonSettingsScala212,
+    commonSettingsScala213,
     libraryDependencies ++= Seq(
-      // neo4j 4.4 does not support Scala 2.13 yet.
-      // neo4j 5.0 supports Scala 2.13 and requires JDK17
-      "org.neo4j" % "neo4j" % "4.4.26",
-      "com.typesafe.play" %% "play-json" % "2.10.1"
+      // neo4j 4.4 supports Scala 2.12 and requires JDK11.
+      // neo4j 5.x supports Scala 2.13 and requires JDK17.
+      "org.neo4j" % "neo4j" % "5.12.0",
+      // play-json 2.10.x requires SBT running on JDK11 to compile.
+      "com.typesafe.play" %% "play-json" % "2.9.4"
     ),
     dependencyOverrides ++= Seq(
       // Force newer JNA to support more platforms/architectures.