diff --git a/core/src/main/scala/filodb.core/memstore/PartKeyTantivyIndex.scala b/core/src/main/scala/filodb.core/memstore/PartKeyTantivyIndex.scala
index e97c253e7e..9742f5edd5 100644
--- a/core/src/main/scala/filodb.core/memstore/PartKeyTantivyIndex.scala
+++ b/core/src/main/scala/filodb.core/memstore/PartKeyTantivyIndex.scala
@@ -10,6 +10,7 @@ import scala.collection.mutable.ArrayBuffer
 import com.typesafe.scalalogging.StrictLogging
 import debox.Buffer
 import kamon.Kamon
+import kamon.metric.MeasurementUnit
 import org.apache.commons.lang3.SystemUtils
 import org.apache.lucene.util.BytesRef
 import spire.implicits.cforRange
@@ -45,6 +46,15 @@ class PartKeyTantivyIndex(ref: DatasetRef,
                           deletedDocMergeThreshold: Float = 0.1f
                          ) extends PartKeyIndexRaw(ref, shardNum, schema, diskLocation, lifecycleManager) {
 
+  private val cacheHitRate = Kamon.gauge("index-tantivy-cache-hit-rate")
+    .withTag("dataset", ref.dataset)
+    .withTag("shard", shardNum)
+
+  private val refreshLatency = Kamon.histogram("index-tantivy-commit-refresh-latency",
+      MeasurementUnit.time.nanoseconds)
+    .withTag("dataset", ref.dataset)
+    .withTag("shard", shardNum)
+
   // Compute field names for native schema code
   private val schemaFields = schema.columns.filter { c =>
     c.columnType == StringColumn
@@ -82,7 +92,19 @@ class PartKeyTantivyIndex(ref: DatasetRef,
 
     flushThreadPool = new ScheduledThreadPoolExecutor(1)
 
-    flushThreadPool.scheduleAtFixedRate(() => refreshReadersBlocking(), flushDelayMinSeconds,
+    flushThreadPool.scheduleAtFixedRate(() => {
+      // Commit / refresh
+      val start = System.nanoTime()
+      refreshReadersBlocking()
+      val elapsed = System.nanoTime() - start
+      refreshLatency.record(elapsed)
+
+      // Emit cache stats
+      val cache_stats = TantivyNativeMethods.getCacheHitRates(indexHandle)
+
+      cacheHitRate.withTag("label", "query").update(cache_stats(0))
+      cacheHitRate.withTag("label", "column").update(cache_stats(1))
+    }, flushDelayMinSeconds,
       flushDelayMinSeconds, TimeUnit.SECONDS)
   }
 
@@ -663,6 +685,11 @@ protected object TantivyNativeMethods {
   @native
   def removePartitionsEndedBefore(handle: Long, endedBefore: Long, returnApproxDeletedCount: Boolean): Int
 
+  // Get cache hit rates for stats
+  // Array of (query cache, column cache)
+  @native
+  def getCacheHitRates(handle: Long): Array[Double]
+
   // Dump stats - mainly meant for testing
   @native
   def dumpCacheStats(handle: Long): String
diff --git a/core/src/rust/filodb_core/src/profile.rs b/core/src/rust/filodb_core/src/profile.rs
index f69ef6d900..d3718586bd 100644
--- a/core/src/rust/filodb_core/src/profile.rs
+++ b/core/src/rust/filodb_core/src/profile.rs
@@ -5,7 +5,7 @@ use std::sync::Mutex;
 
 use jni::{
     objects::JClass,
-    sys::{jlong, jstring},
+    sys::{jdoubleArray, jlong, jstring},
     JNIEnv,
 };
 
@@ -40,6 +40,43 @@ pub extern "system" fn Java_filodb_core_memstore_TantivyNativeMethods_00024_dump
     })
 }
 
+/// Get cache hit rates
+#[no_mangle]
+pub extern "system" fn Java_filodb_core_memstore_TantivyNativeMethods_00024_getCacheHitRates(
+    mut env: JNIEnv,
+    _class: JClass,
+    handle: jlong,
+) -> jdoubleArray {
+    jni_exec(&mut env, |env| {
+        let index = IndexHandle::get_ref_from_handle(handle);
+
+        let (column_hits, column_misses) = index.column_cache.stats();
+        let (query_hits, query_misses) = index.query_cache_stats();
+
+        let column_total = column_hits + column_misses;
+        let query_total = query_hits + query_misses;
+        let column_hit_rate = if column_total == 0 {
+            1.0f64
+        } else {
+            (column_hits as f64) / (column_total) as f64
+        };
+
+        let query_hit_rate = if query_total == 0 {
+            1.0f64
+        } else {
+            (query_hits as f64) / (query_total) as f64
+        };
+
+        // Contract with JVM code is (query hit rate, column hit rate)
+        let hit_rates = [query_hit_rate, column_hit_rate];
+
+        let result = env.new_double_array(hit_rates.len() as i32)?;
+        env.set_double_array_region(&result, 0, &hit_rates)?;
+
+        Ok(result.into_raw())
+    })
+}
+
 /// Start memory profiling
 #[no_mangle]
 #[allow(unused_mut, unused_variables)]