diff --git a/pkg/kv/dist_sender.go b/pkg/kv/dist_sender.go
index 00b422f94b03..aa1e808ec8b5 100644
--- a/pkg/kv/dist_sender.go
+++ b/pkg/kv/dist_sender.go
@@ -1138,8 +1138,8 @@ func (ds *DistSender) sendToReplicas(
 	// Wait for completions. This loop will retry operations that fail
 	// with errors that reflect per-replica state and may succeed on
 	// other replicas.
-	var sendNextTimer timeutil.Timer
-	var slowTimer timeutil.Timer
+	sendNextTimer := timeutil.NewTimer()
+	slowTimer := timeutil.NewTimer()
 	defer sendNextTimer.Stop()
 	defer slowTimer.Stop()
 	slowTimer.Reset(base.SlowRequestThreshold)
diff --git a/pkg/storage/replica.go b/pkg/storage/replica.go
index 073b701cf108..21c1278eb8c0 100644
--- a/pkg/storage/replica.go
+++ b/pkg/storage/replica.go
@@ -1045,7 +1045,7 @@ func (r *Replica) redirectOnOrAcquireLease(ctx context.Context) (LeaseStatus, *r
 
 		// Wait for the range lease to finish, or the context to expire.
 		pErr = func() *roachpb.Error {
-			var slowTimer timeutil.Timer
+			slowTimer := timeutil.NewTimer()
 			defer slowTimer.Stop()
 			slowTimer.Reset(base.SlowRequestThreshold)
 			for {
@@ -1676,7 +1676,7 @@ func (r *Replica) beginCmds(ctx context.Context, ba *roachpb.BatchRequest) (*end
 					// However, the command queue assumes that commands don't drop
 					// out before their prerequisites, so we still have to wait it
 					// out.
-					var slowTimer timeutil.Timer
+					slowTimer := timeutil.NewTimer()
 					defer slowTimer.Stop()
 					slowTimer.Reset(base.SlowRequestThreshold)
 					for _, ch := range chans {
@@ -2158,7 +2158,7 @@ func (r *Replica) tryAddWriteCmd(
 	// If the command was accepted by raft, wait for the range to apply it.
 	ctxDone := ctx.Done()
 	shouldQuiesce := r.store.stopper.ShouldQuiesce()
-	var slowTimer timeutil.Timer
+	slowTimer := timeutil.NewTimer()
 	defer slowTimer.Stop()
 	slowTimer.Reset(base.SlowRequestThreshold)
 	for {
diff --git a/pkg/util/timeutil/timer.go b/pkg/util/timeutil/timer.go
index 7a2e2eb2c0e0..7a1f0a639069 100644
--- a/pkg/util/timeutil/timer.go
+++ b/pkg/util/timeutil/timer.go
@@ -16,7 +16,17 @@
 
 package timeutil
 
-import "time"
+import (
+	"sync"
+	"time"
+)
+
+var timerPool = sync.Pool{
+	New: func() interface{} {
+		return &Timer{}
+	},
+}
+var timeTimerPool sync.Pool
 
 // The Timer type represents a single event. When the Timer expires,
 // the current time will be sent on Timer.C.
@@ -53,15 +63,25 @@ type Timer struct {
 	Read bool
 }
 
+// NewTimer allocates a new timer.
+func NewTimer() *Timer {
+	return timerPool.Get().(*Timer)
+}
+
 // Reset changes the timer to expire after duration d and returns
 // the new value of the timer. This method includes the fix proposed
 // in https://github.com/golang/go/issues/11513#issuecomment-157062583,
 // but requires users of Timer to set Timer.Read to true whenever
-// they successfully read from the Timer's channel. Reset operates on
-// and returns a value so that Timer can be stack allocated.
+// they successfully read from the Timer's channel.
 func (t *Timer) Reset(d time.Duration) {
 	if t.timer == nil {
-		t.timer = time.NewTimer(d)
+		switch timer := timeTimerPool.Get(); timer {
+		case nil:
+			t.timer = time.NewTimer(d)
+		default:
+			t.timer = timer.(*time.Timer)
+			t.timer.Reset(d)
+		}
 		t.C = t.timer.C
 		return
 	}
@@ -77,8 +97,16 @@ func (t *Timer) Reset(d time.Duration) {
 // or had never been initialized with a call to Timer.Reset. Stop does not
 // close the channel, to prevent a read from succeeding incorrectly.
 func (t *Timer) Stop() bool {
-	if t.timer == nil {
-		return false
+	var res bool
+	if t.timer != nil {
+		res = t.timer.Stop()
+		if res {
+			// Only place the timer back in the pool if we successfully stopped
+			// it. Otherwise, we'd have to read from the channel if !t.Read.
+			timeTimerPool.Put(t.timer)
+		}
+		t.timer = nil
 	}
-	return t.timer.Stop()
+	timerPool.Put(t)
+	return res
 }