diff --git a/stress_test.go b/stress_test.go
new file mode 100644
index 0000000..0228eec
--- /dev/null
+++ b/stress_test.go
@@ -0,0 +1,252 @@
+package underscore_test
+
+import (
+	"context"
+	"testing"
+	"time"
+
+	"github.com/stretchr/testify/assert"
+
+	u "github.com/rjNemo/underscore"
+)
+
+// Large data stress tests
+
+func TestFilterLargeData(t *testing.T) {
+	if testing.Short() {
+		t.Skip("Skipping stress test in short mode")
+	}
+
+	large := make([]int, 1_000_000)
+	for i := range large {
+		large[i] = i
+	}
+
+	result := u.Filter(large, func(n int) bool { return n%2 == 0 })
+	assert.Equal(t, 500_000, len(result))
+	assert.Equal(t, 0, result[0])
+	assert.Equal(t, 999_998, result[len(result)-1])
+}
+
+func TestMapLargeData(t *testing.T) {
+	if testing.Short() {
+		t.Skip("Skipping stress test in short mode")
+	}
+
+	large := make([]int, 1_000_000)
+	for i := range large {
+		large[i] = i
+	}
+
+	result := u.Map(large, func(n int) int { return n * 2 })
+	assert.Equal(t, 1_000_000, len(result))
+	assert.Equal(t, 0, result[0])
+	assert.Equal(t, 1_999_998, result[len(result)-1])
+}
+
+func TestPartitionLargeData(t *testing.T) {
+	if testing.Short() {
+		t.Skip("Skipping stress test in short mode")
+	}
+
+	large := make([]int, 1_000_000)
+	for i := range large {
+		large[i] = i
+	}
+
+	keep, reject := u.Partition(large, func(n int) bool { return n%2 == 0 })
+	assert.Equal(t, 500_000, len(keep))
+	assert.Equal(t, 500_000, len(reject))
+}
+
+func TestUniqueLargeData(t *testing.T) {
+	if testing.Short() {
+		t.Skip("Skipping stress test in short mode")
+	}
+
+	large := make([]int, 1_000_000)
+	for i := range large {
+		large[i] = i % 1000 // Many duplicates
+	}
+
+	result := u.Unique(large)
+	assert.Equal(t, 1000, len(result))
+}
+
+// Concurrency stress tests
+
+func TestParallelMapHighConcurrency(t *testing.T) {
+	if testing.Short() {
+		t.Skip("Skipping stress test in short mode")
+	}
+
+	data := make([]int, 10000)
+	for i := range data {
+		data[i] = i
+	}
+
+	ctx := context.Background()
+
+	// Test with many workers
+	result, err := u.ParallelMap(ctx, data, 100, func(ctx context.Context, n int) (int, error) {
+		time.Sleep(time.Microsecond) // Simulate work
+		return n * 2, nil
+	})
+
+	assert.NoError(t, err)
+	assert.Equal(t, len(data), len(result))
+	for i, v := range result {
+		assert.Equal(t, data[i]*2, v)
+	}
+}
+
+func TestParallelMapCancellation(t *testing.T) {
+	if testing.Short() {
+		t.Skip("Skipping stress test in short mode")
+	}
+
+	data := make([]int, 10000)
+	for i := range data {
+		data[i] = i
+	}
+
+	ctx, cancel := context.WithTimeout(context.Background(), 5*time.Millisecond)
+	defer cancel()
+
+	_, err := u.ParallelMap(ctx, data, 4, func(ctx context.Context, n int) (int, error) {
+		// Check context and return error if canceled
+		if ctx.Err() != nil {
+			return 0, ctx.Err()
+		}
+		time.Sleep(1 * time.Millisecond) // Slow work
+		return n, nil
+	})
+
+	// Should either complete or return a context error
+	if err != nil {
+		assert.ErrorIs(t, err, context.DeadlineExceeded)
+	}
+}
+
+func TestParallelFilterHighConcurrency(t *testing.T) {
+	if testing.Short() {
+		t.Skip("Skipping stress test in short mode")
+	}
+
+	data := make([]int, 10000)
+	for i := range data {
+		data[i] = i
+	}
+
+	ctx := context.Background()
+
+	result, err := u.ParallelFilter(ctx, data, 50, func(ctx context.Context, n int) (bool, error) {
+		time.Sleep(time.Microsecond)
+		return n%2 == 0, nil
+	})
+
+	assert.NoError(t, err)
+	assert.Equal(t, 5000, len(result))
+	for _, v := range result {
+		assert.Equal(t, 0, v%2)
+	}
+}
+
+// Race condition tests
+
+func TestParallelMapNoRaces(t *testing.T) {
+	if testing.Short() {
+		t.Skip("Skipping stress test in short mode")
+	}
+
+	// Run with: go test -race -run TestParallelMapNoRaces
+	data := make([]int, 1000)
+	for i := range data {
+		data[i] = i
+	}
+
+	ctx := context.Background()
+
+	for i := 0; i < 100; i++ {
+		_, err := u.ParallelMap(ctx, data, 8, func(ctx context.Context, n int) (int, error) {
+			return n * 2, nil
+		})
+		assert.NoError(t, err)
+	}
+}
+
+func TestParallelFilterNoRaces(t *testing.T) {
+	if testing.Short() {
+		t.Skip("Skipping stress test in short mode")
+	}
+
+	// Run with: go test -race -run TestParallelFilterNoRaces
+	data := make([]int, 1000)
+	for i := range data {
+		data[i] = i
+	}
+
+	ctx := context.Background()
+
+	for i := 0; i < 100; i++ {
+		_, err := u.ParallelFilter(ctx, data, 8, func(ctx context.Context, n int) (bool, error) {
+			return n%2 == 0, nil
+		})
+		assert.NoError(t, err)
+	}
+}
+
+func TestConcurrentFilterCalls(t *testing.T) {
+	if testing.Short() {
+		t.Skip("Skipping stress test in short mode")
+	}
+
+	// Test that concurrent calls to Filter don't interfere with each other
+	data := make([]int, 10000)
+	for i := range data {
+		data[i] = i
+	}
+
+	done := make(chan bool, 10)
+
+	for i := 0; i < 10; i++ {
+		go func() {
+			result := u.Filter(data, func(n int) bool { return n%2 == 0 })
+			if len(result) != 5000 {
+				t.Errorf("Expected 5000 elements, got %d", len(result))
+			}
+			done <- true
+		}()
+	}
+
+	for i := 0; i < 10; i++ {
+		<-done
+	}
+}
+
+func TestConcurrentMapCalls(t *testing.T) {
+	if testing.Short() {
+		t.Skip("Skipping stress test in short mode")
+	}
+
+	data := make([]int, 10000)
+	for i := range data {
+		data[i] = i
+	}
+
+	done := make(chan bool, 10)
+
+	for i := 0; i < 10; i++ {
+		go func() {
+			result := u.Map(data, func(n int) int { return n * 2 })
+			if len(result) != 10000 {
+				t.Errorf("Expected 10000 elements, got %d", len(result))
+			}
+			done <- true
+		}()
+	}
+
+	for i := 0; i < 10; i++ {
+		<-done
+	}
+}