diff --git a/roboquant-ta/src/main/kotlin/org/roboquant/ta/PriceBarSeries.kt b/roboquant-ta/src/main/kotlin/org/roboquant/ta/PriceBarSeries.kt
index f5bfac698..8a31734d9 100644
--- a/roboquant-ta/src/main/kotlin/org/roboquant/ta/PriceBarSeries.kt
+++ b/roboquant-ta/src/main/kotlin/org/roboquant/ta/PriceBarSeries.kt
@@ -135,12 +135,12 @@ open class PriceBarSeries(capacity: Int) {
      * Returns a PriceBarSeries that includes the data that occured within the provided [timeframe]
      */
     operator fun get(timeframe: Timeframe): PriceBarSeries {
-        val tl = timeline.toTypedArray()
-        val size = tl.filter { it in timeframe }.size
         val result = PriceBarSeries(size)
-        for (i in 0..<size) {
-            val time = tl[i]
-            if (time in timeframe) result.add(get(i), time)
+        val start = timeframe.start
+        for (idx in timeline.indices) {
+            val time = timeline[idx]
+            if (time < start) continue
+            if (time in timeframe) result.add(get(idx), time) else break
         }
         return result
     }
diff --git a/roboquant-ta/src/test/kotlin/org/roboquant/ta/PriceBarSeriesTest.kt b/roboquant-ta/src/test/kotlin/org/roboquant/ta/PriceBarSeriesTest.kt
index 17059f6d5..a5d84ffd5 100644
--- a/roboquant-ta/src/test/kotlin/org/roboquant/ta/PriceBarSeriesTest.kt
+++ b/roboquant-ta/src/test/kotlin/org/roboquant/ta/PriceBarSeriesTest.kt
@@ -147,6 +147,21 @@ internal class PriceBarSeriesTest {
         assertEquals(10, pbs2.size) // should have processed the last set
     }
 
+    @Test
+    fun filter() {
+        val pbs = getPBS(100)
+        val now = Instant.now()
+        repeat(100) {
+            pbs.add(pb, now + it.millis)
+        }
+        assertTrue(pbs.isFull())
+        val tf = Timeframe(pbs.timeline[10], pbs.timeline[50], true)
+        val newPbs = pbs[tf]
+        assertEquals(41, newPbs.size)
+        assertEquals(pbs.timeline[10], newPbs.timeline.first())
+        assertEquals(pbs.timeline[50], newPbs.timeline.last())
+    }
+
 
 
 }
diff --git a/roboquant-tiingo/src/main/kotlin/org/roboquant/tiingo/TiingoLiveFeed.kt b/roboquant-tiingo/src/main/kotlin/org/roboquant/tiingo/TiingoLiveFeed.kt
index 08db2fd2d..65d3f0cdb 100644
--- a/roboquant-tiingo/src/main/kotlin/org/roboquant/tiingo/TiingoLiveFeed.kt
+++ b/roboquant-tiingo/src/main/kotlin/org/roboquant/tiingo/TiingoLiveFeed.kt
@@ -173,9 +173,9 @@ class TiingoLiveFeed private constructor(
      */
     override fun close() {
         when (type) {
-            "iex" -> wsIEX.close(0, "closed called")
-            "fx" -> wsFX.close(0, "closed called")
-            "crypto" -> wsCrypto.close(0, "closed called")
+            "iex" -> wsIEX.close(1000, "closed called")
+            "fx" -> wsFX.close(1000, "closed called")
+            "crypto" -> wsCrypto.close(1000, "closed called")
         }
     }
 
diff --git a/roboquant-tiingo/src/test/kotlin/org/roboquant/samples/TiingoSamples.kt b/roboquant-tiingo/src/test/kotlin/org/roboquant/samples/TiingoSamples.kt
index ca9fee47f..0938f3e1b 100644
--- a/roboquant-tiingo/src/test/kotlin/org/roboquant/samples/TiingoSamples.kt
+++ b/roboquant-tiingo/src/test/kotlin/org/roboquant/samples/TiingoSamples.kt
@@ -20,12 +20,13 @@ import org.roboquant.Roboquant
 import org.roboquant.common.*
 import org.roboquant.feeds.AggregatorLiveFeed
 import org.roboquant.feeds.PriceAction
-import org.roboquant.feeds.filter
+import org.roboquant.feeds.apply
 import org.roboquant.loggers.ConsoleLogger
 import org.roboquant.metrics.ProgressMetric
 import org.roboquant.strategies.EMAStrategy
 import org.roboquant.tiingo.TiingoHistoricFeed
 import org.roboquant.tiingo.TiingoLiveFeed
+import java.time.Instant
 import kotlin.test.Ignore
 import kotlin.test.Test
 
@@ -79,14 +80,18 @@ internal class TiingoSamples {
 
     @Test
     @Ignore
-    internal fun testLiveFeedCryptoAll() {
+    internal fun testLiveFeedMeasureDelay() {
         val feed = TiingoLiveFeed.crypto()
-        feed.subscribe()
-        feed.filter<PriceAction>(Timeframe.next(1.minutes)) {
-            println(it)
-            false
+        feed.subscribe() // subscribe to all crypto currencies
+        var n = 0
+        var sum = 0L
+        feed.apply<PriceAction>(Timeframe.next(1.minutes)) { _, time ->
+            val now = Instant.now()
+            sum += now.toEpochMilli() - time.toEpochMilli()
+            n++
         }
         feed.close()
+        println("average delay is ${sum/n}ms")
     }
 
     @Test
diff --git a/roboquant/src/main/kotlin/org/roboquant/feeds/LiveFeed.kt b/roboquant/src/main/kotlin/org/roboquant/feeds/LiveFeed.kt
index c817b8257..76f02ed54 100644
--- a/roboquant/src/main/kotlin/org/roboquant/feeds/LiveFeed.kt
+++ b/roboquant/src/main/kotlin/org/roboquant/feeds/LiveFeed.kt
@@ -48,7 +48,7 @@ abstract class LiveFeed(var heartbeatInterval: Long = 10_000) : Feed {
         get() = channels.isNotEmpty()
 
     /**
-     * Subclasses should use this method or `sendAsync` to send an event. If no channel is active, any event
+     * Subclasses should call this method or [sendAsync] to send an event. If no channel is active, any event
      * sent will be dropped.
      */
     protected fun send(event: Event) = runBlocking {
@@ -56,7 +56,8 @@ abstract class LiveFeed(var heartbeatInterval: Long = 10_000) : Feed {
     }
 
     /**
-     * Subclasses should use this method to send an event. If no channel is active, any event sent will be dropped.
+     * Subclasses should call this method or [send] to send an event. If no channel is active, any
+     * event sent will be dropped.
      */
     protected suspend fun sendAsync(event: Event) {
         for (channel in channels) {