diff --git a/cmd/cloudflared/tunnel/cmd.go b/cmd/cloudflared/tunnel/cmd.go
index 78f3402e..7de76a54 100644
--- a/cmd/cloudflared/tunnel/cmd.go
+++ b/cmd/cloudflared/tunnel/cmd.go
@@ -392,7 +392,7 @@ func StartServer(
 		observer.SendURL(quickTunnelURL)
 	}
 
-	tunnelConfig, orchestratorConfig, err := prepareTunnelConfig(c, info, log, logTransport, observer, namedTunnel)
+	tunnelConfig, orchestratorConfig, err := prepareTunnelConfig(ctx, c, info, log, logTransport, observer, namedTunnel)
 	if err != nil {
 		log.Err(err).Msg("Couldn't start tunnel")
 		return err
diff --git a/cmd/cloudflared/tunnel/config_test.go b/cmd/cloudflared/tunnel/config_test.go
index 929d7dfe..0ca6c436 100644
--- a/cmd/cloudflared/tunnel/config_test.go
+++ b/cmd/cloudflared/tunnel/config_test.go
@@ -4,10 +4,12 @@ import (
 	"testing"
 
 	"github.com/stretchr/testify/require"
+
+	"github.com/cloudflare/cloudflared/features"
 )
 
 func TestDedup(t *testing.T) {
 	expected := []string{"a", "b"}
-	actual := dedup([]string{"a", "b", "a"})
+	actual := features.Dedup([]string{"a", "b", "a"})
 	require.ElementsMatch(t, expected, actual)
 }
diff --git a/cmd/cloudflared/tunnel/configuration.go b/cmd/cloudflared/tunnel/configuration.go
index 427ac87f..68780b00 100644
--- a/cmd/cloudflared/tunnel/configuration.go
+++ b/cmd/cloudflared/tunnel/configuration.go
@@ -1,6 +1,7 @@
 package tunnel
 
 import (
+	"context"
 	"crypto/tls"
 	"fmt"
 	"net"
@@ -112,6 +113,7 @@ func dnsProxyStandAlone(c *cli.Context, namedTunnel *connection.NamedTunnelPrope
 }
 
 func prepareTunnelConfig(
+	ctx context.Context,
 	c *cli.Context,
 	info *cliutil.BuildInfo,
 	log, logTransport *zerolog.Logger,
@@ -131,22 +133,36 @@ func prepareTunnelConfig(
 	tags = append(tags, tunnelpogs.Tag{Name: "ID", Value: clientID.String()})
 
 	transportProtocol := c.String("protocol")
-	needPQ := c.Bool("post-quantum")
-	if needPQ {
+
+	clientFeatures := features.Dedup(append(c.StringSlice("features"), features.DefaultFeatures...))
+
+	staticFeatures := features.StaticFeatures{}
+	if c.Bool("post-quantum") {
 		if FipsEnabled {
 			return nil, nil, fmt.Errorf("post-quantum not supported in FIPS mode")
 		}
+		pqMode := features.PostQuantumStrict
+		staticFeatures.PostQuantumMode = &pqMode
+	}
+	featureSelector, err := features.NewFeatureSelector(ctx, namedTunnel.Credentials.AccountTag, staticFeatures, log)
+	if err != nil {
+		return nil, nil, errors.Wrap(err, "Failed to create feature selector")
+	}
+	pqMode := featureSelector.PostQuantumMode()
+	if pqMode == features.PostQuantumStrict {
 		// Error if the user tries to force a non-quic transport protocol
 		if transportProtocol != connection.AutoSelectFlag && transportProtocol != connection.QUIC.String() {
 			return nil, nil, fmt.Errorf("post-quantum is only supported with the quic transport")
 		}
 		transportProtocol = connection.QUIC.String()
+		clientFeatures = append(clientFeatures, features.FeaturePostQuantum)
+
+		log.Info().Msgf(
+			"Using hybrid post-quantum key agreement %s",
+			supervisor.PQKexName,
+		)
 	}
 
-	clientFeatures := dedup(append(c.StringSlice("features"), features.DefaultFeatures...))
-	if needPQ {
-		clientFeatures = append(clientFeatures, features.FeaturePostQuantum)
-	}
 	namedTunnel.Client = tunnelpogs.ClientInfo{
 		ClientID: clientID[:],
 		Features: clientFeatures,
@@ -202,13 +218,6 @@ func prepareTunnelConfig(
 		log.Warn().Str("edgeIPVersion", edgeIPVersion.String()).Err(err).Msg("Overriding edge-ip-version")
 	}
 
-	if needPQ {
-		log.Info().Msgf(
-			"Using hybrid post-quantum key agreement %s",
-			supervisor.PQKexName,
-		)
-	}
-
 	tunnelConfig := &supervisor.TunnelConfig{
 		GracePeriod:     gracePeriod,
 		ReplaceExisting: c.Bool("force"),
@@ -233,7 +242,7 @@ func prepareTunnelConfig(
 		NamedTunnel:                 namedTunnel,
 		ProtocolSelector:            protocolSelector,
 		EdgeTLSConfigs:              edgeTLSConfigs,
-		NeedPQ:                      needPQ,
+		FeatureSelector:             featureSelector,
 		MaxEdgeAddrRetries:          uint8(c.Int("max-edge-addr-retries")),
 		UDPUnregisterSessionTimeout: c.Duration(udpUnregisterSessionTimeoutFlag),
 		DisableQUICPathMTUDiscovery: c.Bool(quicDisablePathMTUDiscovery),
@@ -276,25 +285,6 @@ func isRunningFromTerminal() bool {
 	return term.IsTerminal(int(os.Stdout.Fd()))
 }
 
-// Remove any duplicates from the slice
-func dedup(slice []string) []string {
-
-	// Convert the slice into a set
-	set := make(map[string]bool, 0)
-	for _, str := range slice {
-		set[str] = true
-	}
-
-	// Convert the set back into a slice
-	keys := make([]string, len(set))
-	i := 0
-	for str := range set {
-		keys[i] = str
-		i++
-	}
-	return keys
-}
-
 // ParseConfigIPVersion returns the IP version from possible expected values from config
 func parseConfigIPVersion(version string) (v allregions.ConfigIPVersion, err error) {
 	switch version {
diff --git a/features/features.go b/features/features.go
index d6aaa6a6..76f8ff8f 100644
--- a/features/features.go
+++ b/features/features.go
@@ -28,3 +28,22 @@ func Contains(feature string) bool {
 	}
 	return false
 }
+
+// Remove any duplicates from the slice
+func Dedup(slice []string) []string {
+
+	// Convert the slice into a set
+	set := make(map[string]bool, 0)
+	for _, str := range slice {
+		set[str] = true
+	}
+
+	// Convert the set back into a slice
+	keys := make([]string, len(set))
+	i := 0
+	for str := range set {
+		keys[i] = str
+		i++
+	}
+	return keys
+}
diff --git a/features/selector.go b/features/selector.go
new file mode 100644
index 00000000..64587bb6
--- /dev/null
+++ b/features/selector.go
@@ -0,0 +1,164 @@
+package features
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"hash/fnv"
+	"net"
+	"sync"
+	"time"
+
+	"github.com/rs/zerolog"
+)
+
+const (
+	featureSelectorHostname = "cfd-features.argotunnel.com"
+	defaultRefreshFreq      = time.Hour * 6
+	lookupTimeout           = time.Second * 10
+)
+
+type PostQuantumMode uint8
+
+const (
+	PostQuantumDisabled PostQuantumMode = iota
+	// Prefer post quantum, but fallback if connection cannot be established
+	PostQuantumPrefer
+	// If the user passes the --post-quantum flag, we override
+	// CurvePreferences to only support hybrid post-quantum key agreements.
+	PostQuantumStrict
+)
+
+// If the TXT record adds other fields, the umarshal logic will ignore those keys
+// If the TXT record is missing a key, the field will unmarshal to the default Go value
+type featuresRecord struct {
+	PostQuantumPercentage int32 `json:"pq"`
+}
+
+func NewFeatureSelector(ctx context.Context, accountTag string, staticFeatures StaticFeatures, logger *zerolog.Logger) (*FeatureSelector, error) {
+	return newFeatureSelector(ctx, accountTag, logger, newDNSResolver(), staticFeatures, defaultRefreshFreq)
+}
+
+// FeatureSelector determines if this account will try new features. It preiodically queries a DNS TXT record
+// to see which features are turned on
+type FeatureSelector struct {
+	accountHash int32
+	logger      *zerolog.Logger
+	resolver    resolver
+
+	staticFeatures StaticFeatures
+
+	// lock protects concurrent access to dynamic features
+	lock     sync.RWMutex
+	features featuresRecord
+}
+
+// Features set by user provided flags
+type StaticFeatures struct {
+	PostQuantumMode *PostQuantumMode
+}
+
+func newFeatureSelector(ctx context.Context, accountTag string, logger *zerolog.Logger, resolver resolver, staticFeatures StaticFeatures, refreshFreq time.Duration) (*FeatureSelector, error) {
+	selector := &FeatureSelector{
+		accountHash:    switchThreshold(accountTag),
+		logger:         logger,
+		resolver:       resolver,
+		staticFeatures: staticFeatures,
+	}
+
+	if err := selector.refresh(ctx); err != nil {
+		logger.Err(err).Msg("Failed to fetch features, default to disable")
+	}
+
+	go selector.refreshLoop(ctx, refreshFreq)
+
+	return selector, nil
+}
+
+func (fs *FeatureSelector) PostQuantumMode() PostQuantumMode {
+	if fs.staticFeatures.PostQuantumMode != nil {
+		return *fs.staticFeatures.PostQuantumMode
+	}
+
+	fs.lock.RLock()
+	defer fs.lock.RUnlock()
+
+	if fs.features.PostQuantumPercentage > fs.accountHash {
+		return PostQuantumPrefer
+	}
+	return PostQuantumDisabled
+}
+
+func (fs *FeatureSelector) refreshLoop(ctx context.Context, refreshFreq time.Duration) {
+	ticker := time.NewTicker(refreshFreq)
+	for {
+		select {
+		case <-ctx.Done():
+			return
+		case <-ticker.C:
+			err := fs.refresh(ctx)
+			if err != nil {
+				fs.logger.Err(err).Msg("Failed to refresh feature selector")
+			}
+		}
+	}
+}
+
+func (fs *FeatureSelector) refresh(ctx context.Context) error {
+	record, err := fs.resolver.lookupRecord(ctx)
+	if err != nil {
+		return err
+	}
+
+	var features featuresRecord
+	if err := json.Unmarshal(record, &features); err != nil {
+		return err
+	}
+
+	pq_enabled := features.PostQuantumPercentage > fs.accountHash
+	fs.logger.Debug().Int32("account_hash", fs.accountHash).Int32("pq_perct", features.PostQuantumPercentage).Bool("pq_enabled", pq_enabled).Msg("Refreshed feature")
+
+	fs.lock.Lock()
+	defer fs.lock.Unlock()
+
+	fs.features = features
+
+	return nil
+}
+
+// resolver represents an object that can look up featuresRecord
+type resolver interface {
+	lookupRecord(ctx context.Context) ([]byte, error)
+}
+
+type dnsResolver struct {
+	resolver *net.Resolver
+}
+
+func newDNSResolver() *dnsResolver {
+	return &dnsResolver{
+		resolver: net.DefaultResolver,
+	}
+}
+
+func (dr *dnsResolver) lookupRecord(ctx context.Context) ([]byte, error) {
+	ctx, cancel := context.WithTimeout(ctx, lookupTimeout)
+	defer cancel()
+
+	records, err := dr.resolver.LookupTXT(ctx, featureSelectorHostname)
+	if err != nil {
+		return nil, err
+	}
+
+	if len(records) == 0 {
+		return nil, fmt.Errorf("No TXT record found for %s to determine which features to opt-in", featureSelectorHostname)
+	}
+
+	return []byte(records[0]), nil
+}
+
+func switchThreshold(accountTag string) int32 {
+	h := fnv.New32a()
+	_, _ = h.Write([]byte(accountTag))
+	return int32(h.Sum32() % 100)
+}
diff --git a/features/selector_test.go b/features/selector_test.go
new file mode 100644
index 00000000..4decba7b
--- /dev/null
+++ b/features/selector_test.go
@@ -0,0 +1,128 @@
+package features
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"testing"
+	"time"
+
+	"github.com/rs/zerolog"
+	"github.com/stretchr/testify/require"
+)
+
+func TestUnmarshalFeaturesRecord(t *testing.T) {
+	tests := []struct {
+		record             []byte
+		expectedPercentage int32
+		expectedErr        bool
+	}{
+		{
+			record:             []byte(`{"pq":0}`),
+			expectedPercentage: 0,
+		},
+		{
+			record:             []byte(`{"pq":39}`),
+			expectedPercentage: 39,
+		},
+		{
+			record:             []byte(`{"pq":100}`),
+			expectedPercentage: 100,
+		},
+		{
+			record:             []byte(`{}`),
+			expectedPercentage: 0, // Unmarshal to default struct if key is not present
+		},
+		{
+			record:             []byte(`{"kyber":768}`),
+			expectedPercentage: 0, // Unmarshal to default struct if key is not present
+		},
+		{
+			record:      []byte(`{"pq":"kyber768"}`),
+			expectedErr: true,
+		},
+	}
+
+	for _, test := range tests {
+		var features featuresRecord
+		err := json.Unmarshal(test.record, &features)
+		if test.expectedErr {
+			require.Error(t, err, test)
+		} else {
+			require.NoError(t, err)
+			require.Equal(t, test.expectedPercentage, features.PostQuantumPercentage, test)
+		}
+	}
+}
+
+func TestRefreshFeaturesRecord(t *testing.T) {
+	// The hash of the accountTag is 82
+	accountTag := t.Name()
+	threshold := switchThreshold(accountTag)
+
+	percentages := []int32{0, 10, 80, 83, 100}
+	refreshFreq := time.Millisecond * 10
+	selector := newTestSelector(t, percentages, nil, refreshFreq)
+
+	for _, percentage := range percentages {
+		if percentage > threshold {
+			require.Equal(t, PostQuantumPrefer, selector.PostQuantumMode())
+		} else {
+			require.Equal(t, PostQuantumDisabled, selector.PostQuantumMode())
+		}
+
+		time.Sleep(refreshFreq + time.Millisecond)
+	}
+
+	// Make sure error doesn't override the last fetched features
+	require.Equal(t, PostQuantumPrefer, selector.PostQuantumMode())
+}
+
+func TestStaticFeatures(t *testing.T) {
+	percentages := []int32{0}
+	pqMode := PostQuantumStrict
+	selector := newTestSelector(t, percentages, &pqMode, time.Millisecond*10)
+	require.Equal(t, PostQuantumStrict, selector.PostQuantumMode())
+}
+
+// Verify that if the first refresh fails, the selector will use default features
+func TestFailedRefreshInitToDefault(t *testing.T) {
+	selector := newTestSelector(t, []int32{}, nil, time.Second)
+	require.Equal(t, featuresRecord{}, selector.features)
+	require.Equal(t, PostQuantumDisabled, selector.PostQuantumMode())
+}
+
+func newTestSelector(t *testing.T, percentages []int32, pqMode *PostQuantumMode, refreshFreq time.Duration) *FeatureSelector {
+	accountTag := t.Name()
+	logger := zerolog.Nop()
+
+	resolver := &mockResolver{
+		percentages: percentages,
+	}
+
+	staticFeatures := StaticFeatures{
+		PostQuantumMode: pqMode,
+	}
+	selector, err := newFeatureSelector(context.Background(), accountTag, &logger, resolver, staticFeatures, refreshFreq)
+	require.NoError(t, err)
+
+	return selector
+}
+
+type mockResolver struct {
+	nextIndex   int
+	percentages []int32
+}
+
+func (mr *mockResolver) lookupRecord(ctx context.Context) ([]byte, error) {
+	if mr.nextIndex >= len(mr.percentages) {
+		return nil, fmt.Errorf("no more record to lookup")
+	}
+
+	record, err := json.Marshal(featuresRecord{
+		PostQuantumPercentage: mr.percentages[mr.nextIndex],
+	})
+	mr.nextIndex++
+
+	return record, err
+}
diff --git a/supervisor/pqtunnels.go b/supervisor/pqtunnels.go
index 67a02e07..19a9b742 100644
--- a/supervisor/pqtunnels.go
+++ b/supervisor/pqtunnels.go
@@ -4,8 +4,11 @@ import (
 	"bytes"
 	"crypto/tls"
 	"encoding/json"
+	"fmt"
 	"net/http"
 	"sync"
+
+	"github.com/cloudflare/cloudflared/features"
 )
 
 // When experimental post-quantum tunnels are enabled, and we're hitting an
@@ -94,3 +97,32 @@ func submitPQTunnelError(rep error, config *TunnelConfig) {
 	}
 	resp.Body.Close()
 }
+
+func curvePreference(pqMode features.PostQuantumMode, currentCurve []tls.CurveID) ([]tls.CurveID, error) {
+	switch pqMode {
+	case features.PostQuantumStrict:
+		// If the user passes the -post-quantum flag, we override
+		// CurvePreferences to only support hybrid post-quantum key agreements.
+		return []tls.CurveID{PQKex}, nil
+	case features.PostQuantumPrefer:
+		if len(currentCurve) == 0 {
+			return []tls.CurveID{PQKex}, nil
+		}
+
+		if currentCurve[0] != PQKex {
+			return append([]tls.CurveID{PQKex}, currentCurve...), nil
+		}
+		return currentCurve, nil
+	case features.PostQuantumDisabled:
+		curvePref := currentCurve
+		// Remove PQ from curve preference
+		for i, curve := range currentCurve {
+			if curve == PQKex {
+				curvePref = append(curvePref[:i], curvePref[i+1:]...)
+			}
+		}
+		return curvePref, nil
+	default:
+		return nil, fmt.Errorf("Unexpected post quantum mode")
+	}
+}
diff --git a/supervisor/tunnel.go b/supervisor/tunnel.go
index 463b7d2b..55edf1b8 100644
--- a/supervisor/tunnel.go
+++ b/supervisor/tunnel.go
@@ -69,6 +69,8 @@ type TunnelConfig struct {
 	UDPUnregisterSessionTimeout time.Duration
 
 	DisableQUICPathMTUDiscovery bool
+
+	FeatureSelector *features.FeatureSelector
 }
 
 func (c *TunnelConfig) registrationOptions(connectionID uint8, OriginLocalIP string, uuid uuid.UUID) *tunnelpogs.RegistrationOptions {
@@ -536,7 +538,8 @@ func (e *EdgeTunnelServer) serveHTTP2(
 	controlStreamHandler connection.ControlStreamHandler,
 	connIndex uint8,
 ) error {
-	if e.config.NeedPQ {
+	pqMode := e.config.FeatureSelector.PostQuantumMode()
+	if pqMode == features.PostQuantumStrict {
 		return unrecoverableError{errors.New("HTTP/2 transport does not support post-quantum")}
 	}
 
@@ -579,14 +582,18 @@ func (e *EdgeTunnelServer) serveQUIC(
 ) (err error, recoverable bool) {
 	tlsConfig := e.config.EdgeTLSConfigs[connection.QUIC]
 
-	if e.config.NeedPQ {
-		// If the user passes the -post-quantum flag, we override
-		// CurvePreferences to only support hybrid post-quantum key agreements.
-		tlsConfig.CurvePreferences = []tls.CurveID{
-			PQKex,
-		}
+	pqMode := e.config.FeatureSelector.PostQuantumMode()
+	if pqMode == features.PostQuantumStrict || pqMode == features.PostQuantumPrefer {
+		connOptions.Client.Features = features.Dedup(append(connOptions.Client.Features, features.FeaturePostQuantum))
 	}
 
+	curvePref, err := curvePreference(pqMode, tlsConfig.CurvePreferences)
+	if err != nil {
+		return err, true
+	}
+
+	tlsConfig.CurvePreferences = curvePref
+
 	quicConfig := &quic.Config{
 		HandshakeIdleTimeout:    quicpogs.HandshakeIdleTimeout,
 		MaxIdleTimeout:          quicpogs.MaxIdleTimeout,
@@ -614,7 +621,7 @@ func (e *EdgeTunnelServer) serveQUIC(
 		e.config.UDPUnregisterSessionTimeout,
 	)
 	if err != nil {
-		if e.config.NeedPQ {
+		if pqMode == features.PostQuantumStrict || pqMode == features.PostQuantumPrefer {
 			handlePQTunnelError(err, e.config)
 		}