diff --git a/jmh/src/main/scala/filodb.jmh/PlannerBenchmark.scala b/jmh/src/main/scala/filodb.jmh/PlannerBenchmark.scala
new file mode 100644
index 0000000000..c934a3bb49
--- /dev/null
+++ b/jmh/src/main/scala/filodb.jmh/PlannerBenchmark.scala
@@ -0,0 +1,118 @@
+// scalastyle:off
+package filodb.jmh
+
+import java.util.concurrent.TimeUnit
+import akka.actor.ActorSystem
+import akka.testkit.TestProbe
+import com.typesafe.config.ConfigFactory
+import com.typesafe.scalalogging.Logger
+import org.openjdk.jmh.annotations._
+
+import scala.concurrent.duration._
+import filodb.coordinator.ShardMapper
+import filodb.coordinator.client.QueryCommands.{FunctionalSpreadProvider, FunctionalTargetSchemaProvider}
+import filodb.coordinator.queryplanner.SingleClusterPlanner
+import filodb.core.{MetricsTestData, SpreadChange, SpreadProvider, TargetSchemaChange}
+import filodb.core.metadata.Schemas
+import filodb.core.query.{PlannerParams, PromQlQueryParams, QueryConfig, QueryContext}
+import filodb.prometheus.ast.TimeStepParams
+import filodb.prometheus.parse.Parser
+import filodb.query.exec.ExecPlan
+
+@State(Scope.Thread)
+class PlannerBenchmark {
+
+  // Run using the following in sbt
+  // jmh/jmh:run  -rf json -i 5 -wi 3 -f 1 -jvmArgsAppend -XX:MaxInlineLevel=20 -jvmArgsAppend -Xmx4g -jvmArgsAppend -XX:MaxInlineSize=99  -jvmArgsAppend -Dlogback.configurationFile=<filodb local path>/conf/logback-dev.xml  filodb.jmh.PlannerBenchmark -prof "async:libPath=<async profiler path>/lib/libasyncProfiler.dylib;output=jfr;alloc=0"
+
+
+  var system: Option[ActorSystem] = None
+  var planner: Option[SingleClusterPlanner] = None
+  var now = 0L;
+  val logger: Logger = Logger("PlannerBenchmark")
+  private val spreadProvider: Option[SpreadProvider] = Some(
+                    FunctionalSpreadProvider(
+                      _ => Seq(SpreadChange(0, 8)))
+                    )
+  private val tSchemaProvider: Option[FunctionalTargetSchemaProvider] = Some(
+                    FunctionalTargetSchemaProvider(
+                      _ => Seq(TargetSchemaChange(0, Seq("job", "app")))
+                    )
+                  )
+
+
+  var execPlan: Option[ExecPlan] = None
+
+
+  val query = """    foo { job="baz" , node!="", ns="ns"}
+                |      OR on (app)
+                |    bar { job="baz", node!="", ns="ns" }
+                |      * on (app) group_right()
+                |    baz{ job="baz", node!="", ns="ns" } == 1""".stripMargin
+
+
+  private def buildPlanners(): Unit = {
+    implicit val system: ActorSystem = ActorSystem()
+    this.system = Some(system)
+    val node = TestProbe().ref
+    val mapper = new ShardMapper(256)
+    for (i <- 0 until 256) {
+      mapper.registerNode(Seq(i), node)
+    }
+    this.now = System.currentTimeMillis()
+
+    val rawRetention = 7.days.toMillis
+
+    val routingConfigString = "routing {\n  remote {\n    http {\n      timeout = 10000\n    }\n  }\n}"
+    val routingConfig = ConfigFactory.parseString(routingConfigString)
+    val config = ConfigFactory.load("application_test.conf").getConfig("filodb.query").withFallback(routingConfig)
+    val queryConfig = QueryConfig(config).copy(plannerSelector = Some("plannerSelector"))
+
+    val dataset = MetricsTestData.timeseriesDataset
+    val schemas = Schemas(dataset.schema)
+
+    planner = Some(new SingleClusterPlanner(dataset, schemas, mapper,
+        earliestRetainedTimestampFn = now - rawRetention, queryConfig, "raw"))
+  }
+
+  @Setup(Level.Trial)
+  def setup(): Unit = {
+    buildPlanners()
+  }
+
+  @TearDown(Level.Trial)
+  def teardown(): Unit = {
+    this.system.foreach(_.terminate())
+//    println("\n\n===================================\n\n")
+//    print(s"${execPlan.get.printTree()}")
+  }
+
+  @Benchmark
+  @BenchmarkMode(Array(Mode.AverageTime))
+  @OutputTimeUnit(TimeUnit.MILLISECONDS)
+  @Warmup(iterations = 1, time = 1)
+  @Measurement(iterations = 5, time = 1)
+  @throws[Exception]
+  def benchmarkMaterializePlan(): Unit = {
+
+    var i = 0;
+    // Materialize the query every hour for past 5 days
+    for (endTime <- (now - 3.hour.toMillis) to  now by 1.hour.toMillis) {
+        val endSecs = endTime / 1000;
+        val timeParams = TimeStepParams(endSecs - 1.day.toSeconds, 60, endSecs)
+        val lp = Parser.queryRangeToLogicalPlan(query, timeParams)
+        execPlan = Some(planner.get.materialize(lp,
+            QueryContext(PromQlQueryParams("dummy", timeParams.start, timeParams.step, timeParams.end),
+                         plannerParams = PlannerParams(
+                                            spreadOverride = spreadProvider,
+                                            targetSchemaProviderOverride = tSchemaProvider,
+                                             queryTimeoutMillis = 1000000))))
+    }
+  }
+
+}
+
+
+
+
+