diff --git a/CHANGELOG.md b/CHANGELOG.md
index 6ed9371c19e..7278afd544c 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -3,6 +3,7 @@
 ## master / unreleased
 * [FEATURE] Distributor: Add experimental `-distributor.enable-start-timestamp` flag for Prometheus Remote Write 2.0. When enabled, `StartTimestamp (ST)` is ingested. #7371
 * [FEATURE] Memberlist: Add `-memberlist.cluster-label` and `-memberlist.cluster-label-verification-disabled` to prevent accidental cross-cluster gossip joins and support rolling label rollout. #7385
+* [ENHANCEMENT] Distributor: Introduce dynamic `Symbols` slice capacity pooling. #7398
 * [ENHANCEMENT] Metrics Helper: Add native histogram support for aggregating and merging, including dual-format histogram handling that exposes both native and classic bucket formats. #7359
 * [ENHANCEMENT] Cache: Add per-tenant TTL configuration for query results cache to control cache expiration on a per-tenant basis with separate TTLs for regular and out-of-order data. #7357
 * [ENHANCEMENT] Tenant Federation: Add a local cache to regex resolver. #7363
diff --git a/pkg/cortexpb/timeseriesv2.go b/pkg/cortexpb/timeseriesv2.go
index c2efeeed7b9..bb739e4ed9e 100644
--- a/pkg/cortexpb/timeseriesv2.go
+++ b/pkg/cortexpb/timeseriesv2.go
@@ -2,10 +2,19 @@ package cortexpb
 
 import (
 	"sync"
+
+	"go.uber.org/atomic"
 )
 
+var dynamicSymbolsCapacity atomic.Int64
+
+func init() {
+	dynamicSymbolsCapacity.Store(int64(initialSymbolsCapacity))
+}
+
 var (
-	expectedSymbols = 20
+	initialSymbolsCapacity = 128
+	maxSymbolsCapacity     = int64(8192)
 
 	slicePoolV2 = sync.Pool{
 		New: func() any {
@@ -29,7 +38,7 @@ var (
 		New: func() any {
 			return &PreallocWriteRequestV2{
 				WriteRequestV2: WriteRequestV2{
-					Symbols: make([]string, 0, expectedSymbols),
+					Symbols: make([]string, 0, dynamicSymbolsCapacity.Load()),
 				},
 			}
 		},
@@ -78,6 +87,30 @@ func ReuseWriteRequestV2(req *PreallocWriteRequestV2) {
 	}
 	req.Source = 0
 
+	// If the underlying array has grown beyond our acceptable maximum capacity,
+	// we discard this object instead of putting it back into the pool to let GC
+	// reclaim it.
+	symbolsCap := int64(cap(req.Symbols))
+	if symbolsCap > maxSymbolsCapacity {
+		if req.Timeseries != nil {
+			ReuseSliceV2(req.Timeseries)
+			req.Timeseries = nil
+		}
+		return
+	}
+
+	// Update the dynamic symbol capacity.
+	for {
+		current := dynamicSymbolsCapacity.Load()
+		if symbolsCap <= current {
+			// break when other goroutines have already updated the capacity to a larger value
+			break
+		}
+		if dynamicSymbolsCapacity.CompareAndSwap(current, symbolsCap) {
+			break
+		}
+	}
+
 	for i := range req.Symbols {
 		req.Symbols[i] = ""
 	}
diff --git a/pkg/cortexpb/timeseriesv2_test.go b/pkg/cortexpb/timeseriesv2_test.go
index 50de6b25d1e..66ac45001b5 100644
--- a/pkg/cortexpb/timeseriesv2_test.go
+++ b/pkg/cortexpb/timeseriesv2_test.go
@@ -59,35 +59,63 @@ func TestTimeseriesV2FromPool(t *testing.T) {
 }
 
 func TestReuseWriteRequestV2(t *testing.T) {
-	req := PreallocWriteRequestV2FromPool()
+	t.Run("resets fields to default and cleans backing array", func(t *testing.T) {
+		req := PreallocWriteRequestV2FromPool()
+
+		// Populate req with some data.
+		req.Source = RULE
+		req.Symbols = append(req.Symbols, "", "__name__", "test")
+
+		tsSlice := PreallocTimeseriesV2SliceFromPool()
+		tsSlice = append(tsSlice, PreallocTimeseriesV2{TimeSeriesV2: TimeseriesV2FromPool()})
+		req.Timeseries = tsSlice
+
+		// Capture backing array before reuse
+		symbolsBackingArray := req.Symbols[:cap(req.Symbols)]
+		require.Equal(t, "__name__", symbolsBackingArray[1])
+		require.Equal(t, "test", symbolsBackingArray[2])
+
+		// Put the request back into the pool
+		ReuseWriteRequestV2(req)
+
+		// Verify clearing directly on the backing array
+		for i, s := range symbolsBackingArray[:3] {
+			assert.Equalf(t, "", s, "symbol at index %d not cleared", i)
+		}
+
+		// Source is reset to default
+		assert.Equal(t, API, req.Source)
+		// The symbol length is properly reset to 0.
+		assert.Len(t, req.Symbols, 0)
+		// Timeseries slice is nil
+		assert.Nil(t, req.Timeseries)
+	})
+	t.Run("updates dynamic capacity", func(t *testing.T) {
+		currentCap := dynamicSymbolsCapacity.Load()
+		newCap := int(currentCap) + 100 // Increase capacity
 
-	// Populate req with some data.
-	req.Source = RULE
-	req.Symbols = append(req.Symbols, "", "__name__", "test")
+		req := PreallocWriteRequestV2FromPool()
+		req.Symbols = make([]string, newCap)
+		req.Timeseries = PreallocTimeseriesV2SliceFromPool()
 
-	tsSlice := PreallocTimeseriesV2SliceFromPool()
-	tsSlice = append(tsSlice, PreallocTimeseriesV2{TimeSeriesV2: TimeseriesV2FromPool()})
-	req.Timeseries = tsSlice
+		ReuseWriteRequestV2(req)
 
-	// Capture backing array before reuse
-	symbolsBackingArray := req.Symbols[:cap(req.Symbols)]
-	require.Equal(t, "__name__", symbolsBackingArray[1])
-	require.Equal(t, "test", symbolsBackingArray[2])
+		// Verify that the dynamic capacity has scaled up
+		assert.Equal(t, int64(newCap), dynamicSymbolsCapacity.Load())
+	})
+	t.Run("outlier capacity does not update dynamic capacity and is discarded", func(t *testing.T) {
+		currentCap := dynamicSymbolsCapacity.Load()
+		outlierCap := int(maxSymbolsCapacity) + 100 // Exceeds the max limit
 
-	// Put the request back into the pool
-	ReuseWriteRequestV2(req)
+		req := PreallocWriteRequestV2FromPool()
+		req.Symbols = make([]string, outlierCap)
+		req.Timeseries = PreallocTimeseriesV2SliceFromPool()
 
-	// Verify clearing directly on the backing array
-	for i, s := range symbolsBackingArray[:3] {
-		assert.Equalf(t, "", s, "symbol at index %d not cleared", i)
-	}
+		ReuseWriteRequestV2(req)
 
-	// Source is reset to default
-	assert.Equal(t, API, req.Source)
-	// The symbol length is properly reset to 0.
-	assert.Len(t, req.Symbols, 0)
-	// Timeseries slice is nil
-	assert.Nil(t, req.Timeseries)
+		// Verify dynamic capacity didn't increase due to out-of-bound outlier
+		assert.Equal(t, currentCap, dynamicSymbolsCapacity.Load())
+	})
 }
 
 func BenchmarkMarshallWriteRequestV2(b *testing.B) {