diff --git a/.gitignore b/.gitignore
index 82bf37a8164..0e1812f0a1f 100644
--- a/.gitignore
+++ b/.gitignore
@@ -31,6 +31,7 @@ apps/android/.gradle/
 apps/android/app/build/
 apps/android/.cxx/
 apps/android/.kotlin/
+apps/android/benchmark/results/
 
 # Bun build artifacts
 *.bun-build
diff --git a/apps/android/scripts/perf-online-benchmark.sh b/apps/android/scripts/perf-online-benchmark.sh
new file mode 100755
index 00000000000..159afe84088
--- /dev/null
+++ b/apps/android/scripts/perf-online-benchmark.sh
@@ -0,0 +1,430 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+SCRIPT_DIR="$(cd -- "$(dirname -- "${BASH_SOURCE[0]}")" && pwd)"
+ANDROID_DIR="$(cd -- "$SCRIPT_DIR/.." && pwd)"
+RESULTS_DIR="$ANDROID_DIR/benchmark/results"
+
+PACKAGE="ai.openclaw.app"
+ACTIVITY=".MainActivity"
+DEVICE_SERIAL=""
+INSTALL_APP="1"
+LAUNCH_RUNS="4"
+SCREEN_LOOPS="6"
+CHAT_LOOPS="8"
+POLL_ATTEMPTS="40"
+POLL_INTERVAL_SECONDS="0.3"
+SCREEN_MODE="transition"
+CHAT_MODE="session-switch"
+
+usage() {
+  cat <<'EOF'
+Usage:
+  ./scripts/perf-online-benchmark.sh [options]
+
+Measures the fully-online Android app path on a connected device/emulator.
+Assumes the app can reach a live gateway and will show "Connected" in the UI.
+
+Options:
+  --device <serial>          adb device serial
+  --package <pkg>            package name (default: ai.openclaw.app)
+  --activity <activity>      launch activity (default: .MainActivity)
+  --skip-install             skip :app:installDebug
+  --launch-runs <n>          launch-to-connected runs (default: 4)
+  --screen-loops <n>         screen benchmark loops (default: 6)
+  --chat-loops <n>           chat benchmark loops (default: 8)
+  --screen-mode <mode>       transition | scroll (default: transition)
+  --chat-mode <mode>         session-switch | scroll (default: session-switch)
+  -h, --help                 show help
+EOF
+}
+
+while [[ $# -gt 0 ]]; do
+  case "$1" in
+    --device)
+      DEVICE_SERIAL="${2:-}"
+      shift 2
+      ;;
+    --package)
+      PACKAGE="${2:-}"
+      shift 2
+      ;;
+    --activity)
+      ACTIVITY="${2:-}"
+      shift 2
+      ;;
+    --skip-install)
+      INSTALL_APP="0"
+      shift
+      ;;
+    --launch-runs)
+      LAUNCH_RUNS="${2:-}"
+      shift 2
+      ;;
+    --screen-loops)
+      SCREEN_LOOPS="${2:-}"
+      shift 2
+      ;;
+    --chat-loops)
+      CHAT_LOOPS="${2:-}"
+      shift 2
+      ;;
+    --screen-mode)
+      SCREEN_MODE="${2:-}"
+      shift 2
+      ;;
+    --chat-mode)
+      CHAT_MODE="${2:-}"
+      shift 2
+      ;;
+    -h|--help)
+      usage
+      exit 0
+      ;;
+    *)
+      echo "Unknown arg: $1" >&2
+      usage >&2
+      exit 2
+      ;;
+  esac
+done
+
+require_cmd() {
+  if ! command -v "$1" >/dev/null 2>&1; then
+    echo "$1 required but missing." >&2
+    exit 1
+  fi
+}
+
+require_cmd adb
+require_cmd awk
+require_cmd rg
+require_cmd node
+
+adb_cmd() {
+  if [[ -n "$DEVICE_SERIAL" ]]; then
+    adb -s "$DEVICE_SERIAL" "$@"
+  else
+    adb "$@"
+  fi
+}
+
+device_count="$(adb devices | awk 'NR>1 && $2=="device" {c+=1} END {print c+0}')"
+if [[ -z "$DEVICE_SERIAL" && "$device_count" -lt 1 ]]; then
+  echo "No connected Android device (adb state=device)." >&2
+  exit 1
+fi
+
+if [[ -z "$DEVICE_SERIAL" && "$device_count" -gt 1 ]]; then
+  echo "Multiple adb devices found. Pass --device <serial>." >&2
+  adb devices -l >&2
+  exit 1
+fi
+
+if [[ "$SCREEN_MODE" != "transition" && "$SCREEN_MODE" != "scroll" ]]; then
+  echo "Unsupported --screen-mode: $SCREEN_MODE" >&2
+  exit 2
+fi
+
+if [[ "$CHAT_MODE" != "session-switch" && "$CHAT_MODE" != "scroll" ]]; then
+  echo "Unsupported --chat-mode: $CHAT_MODE" >&2
+  exit 2
+fi
+
+mkdir -p "$RESULTS_DIR"
+
+timestamp="$(date +%Y%m%d-%H%M%S)"
+run_dir="$RESULTS_DIR/online-$timestamp"
+mkdir -p "$run_dir"
+
+cleanup() {
+  rm -f "$run_dir"/ui-*.xml
+}
+trap cleanup EXIT
+
+if [[ "$INSTALL_APP" == "1" ]]; then
+  (
+    cd "$ANDROID_DIR"
+    ./gradlew :app:installDebug --console=plain >"$run_dir/install.log" 2>&1
+  )
+fi
+
+read -r display_width display_height <<<"$(
+  adb_cmd shell wm size \
+    | awk '/Physical size:/ { split($3, dims, "x"); print dims[1], dims[2]; exit }'
+)"
+
+if [[ -z "${display_width:-}" || -z "${display_height:-}" ]]; then
+  echo "Failed to read device display size." >&2
+  exit 1
+fi
+
+pct_of() {
+  local total="$1"
+  local pct="$2"
+  awk -v total="$total" -v pct="$pct" 'BEGIN { printf "%d", total * pct }'
+}
+
+tab_connect_x="$(pct_of "$display_width" "0.11")"
+tab_chat_x="$(pct_of "$display_width" "0.31")"
+tab_screen_x="$(pct_of "$display_width" "0.69")"
+tab_y="$(pct_of "$display_height" "0.93")"
+chat_session_y="$(pct_of "$display_height" "0.13")"
+chat_session_left_x="$(pct_of "$display_width" "0.16")"
+chat_session_right_x="$(pct_of "$display_width" "0.85")"
+center_x="$(pct_of "$display_width" "0.50")"
+screen_swipe_top_y="$(pct_of "$display_height" "0.27")"
+screen_swipe_mid_y="$(pct_of "$display_height" "0.38")"
+screen_swipe_low_y="$(pct_of "$display_height" "0.75")"
+screen_swipe_bottom_y="$(pct_of "$display_height" "0.77")"
+chat_swipe_top_y="$(pct_of "$display_height" "0.29")"
+chat_swipe_mid_y="$(pct_of "$display_height" "0.38")"
+chat_swipe_bottom_y="$(pct_of "$display_height" "0.71")"
+
+dump_ui() {
+  local name="$1"
+  local file="$run_dir/ui-$name.xml"
+  adb_cmd shell uiautomator dump "/sdcard/$name.xml" >/dev/null 2>&1
+  adb_cmd shell cat "/sdcard/$name.xml" >"$file"
+  printf '%s\n' "$file"
+}
+
+ui_has() {
+  local pattern="$1"
+  local name="$2"
+  local file
+  file="$(dump_ui "$name")"
+  rg -q "$pattern" "$file"
+}
+
+wait_for_pattern() {
+  local pattern="$1"
+  local prefix="$2"
+  for attempt in $(seq 1 "$POLL_ATTEMPTS"); do
+    if ui_has "$pattern" "$prefix-$attempt"; then
+      return 0
+    fi
+    sleep "$POLL_INTERVAL_SECONDS"
+  done
+  return 1
+}
+
+ensure_connected() {
+  if ! wait_for_pattern 'text="Connected"' "connected"; then
+    echo "App never reached visible Connected state." >&2
+    exit 1
+  fi
+}
+
+ensure_screen_online() {
+  adb_cmd shell input tap "$tab_screen_x" "$tab_y" >/dev/null
+  sleep 2
+  if ! ui_has 'android\.webkit\.WebView' "screen"; then
+    echo "Screen benchmark expected a live WebView." >&2
+    exit 1
+  fi
+}
+
+ensure_chat_online() {
+  adb_cmd shell input tap "$tab_chat_x" "$tab_y" >/dev/null
+  sleep 2
+  if ! ui_has 'Type a message' "chat"; then
+    echo "Chat benchmark expected the live chat composer." >&2
+    exit 1
+  fi
+}
+
+capture_mem() {
+  local file="$1"
+  adb_cmd shell dumpsys meminfo "$PACKAGE" >"$file"
+}
+
+start_cpu_sampler() {
+  local file="$1"
+  local samples="$2"
+  : >"$file"
+  (
+    for _ in $(seq 1 "$samples"); do
+      adb_cmd shell top -b -n 1 \
+        | awk -v pkg="$PACKAGE" '$NF==pkg { print $9 }' >>"$file"
+      sleep 0.5
+    done
+  ) &
+  CPU_SAMPLER_PID="$!"
+}
+
+summarize_cpu() {
+  local file="$1"
+  local prefix="$2"
+  local avg max median count
+  avg="$(awk '{sum+=$1; n++} END {if(n) printf "%.1f", sum/n; else print 0}' "$file")"
+  max="$(sort -n "$file" | tail -n 1)"
+  median="$(
+    sort -n "$file" \
+      | awk '{a[NR]=$1} END { if (NR==0) { print 0 } else if (NR%2==1) { printf "%.1f", a[(NR+1)/2] } else { printf "%.1f", (a[NR/2]+a[NR/2+1])/2 } }'
+  )"
+  count="$(wc -l <"$file" | tr -d ' ')"
+  printf '%s.cpu_avg_pct=%s\n' "$prefix" "$avg" >>"$run_dir/summary.txt"
+  printf '%s.cpu_median_pct=%s\n' "$prefix" "$median" >>"$run_dir/summary.txt"
+  printf '%s.cpu_peak_pct=%s\n' "$prefix" "$max" >>"$run_dir/summary.txt"
+  printf '%s.cpu_count=%s\n' "$prefix" "$count" >>"$run_dir/summary.txt"
+}
+
+summarize_mem() {
+  local file="$1"
+  local prefix="$2"
+  awk -v prefix="$prefix" '
+    /TOTAL PSS:/ { printf "%s.pss_kb=%s\n%s.rss_kb=%s\n", prefix, $3, prefix, $6 }
+    /Graphics:/ { printf "%s.graphics_kb=%s\n", prefix, $2 }
+    /WebViews:/ { printf "%s.webviews=%s\n", prefix, $NF }
+  ' "$file" >>"$run_dir/summary.txt"
+}
+
+summarize_gfx() {
+  local file="$1"
+  local prefix="$2"
+  awk -v prefix="$prefix" '
+    /Total frames rendered:/ { printf "%s.frames=%s\n", prefix, $4 }
+    /Janky frames:/ && $4 ~ /\(/ {
+      pct=$4
+      gsub(/[()%]/, "", pct)
+      printf "%s.janky_frames=%s\n%s.janky_pct=%s\n", prefix, $3, prefix, pct
+    }
+    /50th percentile:/ { gsub(/ms/, "", $3); printf "%s.p50_ms=%s\n", prefix, $3 }
+    /90th percentile:/ { gsub(/ms/, "", $3); printf "%s.p90_ms=%s\n", prefix, $3 }
+    /95th percentile:/ { gsub(/ms/, "", $3); printf "%s.p95_ms=%s\n", prefix, $3 }
+    /99th percentile:/ { gsub(/ms/, "", $3); printf "%s.p99_ms=%s\n", prefix, $3 }
+  ' "$file" >>"$run_dir/summary.txt"
+}
+
+measure_launch() {
+  : >"$run_dir/launch-runs.txt"
+  for run in $(seq 1 "$LAUNCH_RUNS"); do
+    adb_cmd shell am force-stop "$PACKAGE" >/dev/null
+    sleep 1
+    start_ms="$(node -e 'console.log(Date.now())')"
+    am_out="$(adb_cmd shell am start -W -n "$PACKAGE/$ACTIVITY")"
+    total_time="$(printf '%s\n' "$am_out" | awk -F: '/TotalTime:/{gsub(/ /, "", $2); print $2}')"
+    connected_ms="timeout"
+    for _ in $(seq 1 "$POLL_ATTEMPTS"); do
+      if ui_has 'text="Connected"' "launch-run-$run"; then
+        now_ms="$(node -e 'console.log(Date.now())')"
+        connected_ms="$((now_ms - start_ms))"
+        break
+      fi
+      sleep "$POLL_INTERVAL_SECONDS"
+    done
+    printf 'run=%s total_time_ms=%s connected_ms=%s\n' "$run" "${total_time:-na}" "$connected_ms" \
+      | tee -a "$run_dir/launch-runs.txt"
+  done
+
+  awk -F'[ =]' '
+    /total_time_ms=[0-9]+/ {
+      value=$4
+      sum+=value
+      count+=1
+      if (min==0 || value<min) min=value
+      if (value>max) max=value
+    }
+    END {
+      if (count==0) exit
+      printf "launch.total_time_avg_ms=%.1f\nlaunch.total_time_min_ms=%d\nlaunch.total_time_max_ms=%d\n", sum/count, min, max
+    }
+  ' "$run_dir/launch-runs.txt" >>"$run_dir/summary.txt"
+
+  awk -F'[ =]' '
+    /connected_ms=[0-9]+/ {
+      value=$6
+      sum+=value
+      count+=1
+      if (min==0 || value<min) min=value
+      if (value>max) max=value
+    }
+    END {
+      if (count==0) exit
+      printf "launch.connected_avg_ms=%.1f\nlaunch.connected_min_ms=%d\nlaunch.connected_max_ms=%d\n", sum/count, min, max
+    }
+  ' "$run_dir/launch-runs.txt" >>"$run_dir/summary.txt"
+}
+
+run_screen_benchmark() {
+  ensure_screen_online
+  capture_mem "$run_dir/screen-mem-before.txt"
+  adb_cmd shell dumpsys gfxinfo "$PACKAGE" reset >/dev/null
+  start_cpu_sampler "$run_dir/screen-cpu.txt" 18
+
+  if [[ "$SCREEN_MODE" == "transition" ]]; then
+    for _ in $(seq 1 "$SCREEN_LOOPS"); do
+      adb_cmd shell input tap "$tab_screen_x" "$tab_y" >/dev/null
+      sleep 1.0
+      adb_cmd shell input tap "$tab_chat_x" "$tab_y" >/dev/null
+      sleep 0.8
+    done
+  else
+    adb_cmd shell input tap "$tab_screen_x" "$tab_y" >/dev/null
+    sleep 1.5
+    for _ in $(seq 1 "$SCREEN_LOOPS"); do
+      adb_cmd shell input swipe "$center_x" "$screen_swipe_bottom_y" "$center_x" "$screen_swipe_top_y" 250 >/dev/null
+      sleep 0.35
+      adb_cmd shell input swipe "$center_x" "$screen_swipe_mid_y" "$center_x" "$screen_swipe_low_y" 250 >/dev/null
+      sleep 0.35
+    done
+  fi
+
+  wait "$CPU_SAMPLER_PID"
+  adb_cmd shell dumpsys gfxinfo "$PACKAGE" >"$run_dir/screen-gfx.txt"
+  capture_mem "$run_dir/screen-mem-after.txt"
+  summarize_gfx "$run_dir/screen-gfx.txt" "screen"
+  summarize_cpu "$run_dir/screen-cpu.txt" "screen"
+  summarize_mem "$run_dir/screen-mem-before.txt" "screen.before"
+  summarize_mem "$run_dir/screen-mem-after.txt" "screen.after"
+}
+
+run_chat_benchmark() {
+  ensure_chat_online
+  capture_mem "$run_dir/chat-mem-before.txt"
+  adb_cmd shell dumpsys gfxinfo "$PACKAGE" reset >/dev/null
+  start_cpu_sampler "$run_dir/chat-cpu.txt" 18
+
+  if [[ "$CHAT_MODE" == "session-switch" ]]; then
+    for _ in $(seq 1 "$CHAT_LOOPS"); do
+      adb_cmd shell input tap "$chat_session_left_x" "$chat_session_y" >/dev/null
+      sleep 0.8
+      adb_cmd shell input tap "$chat_session_right_x" "$chat_session_y" >/dev/null
+      sleep 0.8
+    done
+  else
+    for _ in $(seq 1 "$CHAT_LOOPS"); do
+      adb_cmd shell input swipe "$center_x" "$chat_swipe_bottom_y" "$center_x" "$chat_swipe_top_y" 250 >/dev/null
+      sleep 0.35
+      adb_cmd shell input swipe "$center_x" "$chat_swipe_mid_y" "$center_x" "$chat_swipe_bottom_y" 250 >/dev/null
+      sleep 0.35
+    done
+  fi
+
+  wait "$CPU_SAMPLER_PID"
+  adb_cmd shell dumpsys gfxinfo "$PACKAGE" >"$run_dir/chat-gfx.txt"
+  capture_mem "$run_dir/chat-mem-after.txt"
+  summarize_gfx "$run_dir/chat-gfx.txt" "chat"
+  summarize_cpu "$run_dir/chat-cpu.txt" "chat"
+  summarize_mem "$run_dir/chat-mem-before.txt" "chat.before"
+  summarize_mem "$run_dir/chat-mem-after.txt" "chat.after"
+}
+
+printf 'device.serial=%s\n' "${DEVICE_SERIAL:-default}" >"$run_dir/summary.txt"
+printf 'device.display=%sx%s\n' "$display_width" "$display_height" >>"$run_dir/summary.txt"
+printf 'config.launch_runs=%s\n' "$LAUNCH_RUNS" >>"$run_dir/summary.txt"
+printf 'config.screen_loops=%s\n' "$SCREEN_LOOPS" >>"$run_dir/summary.txt"
+printf 'config.chat_loops=%s\n' "$CHAT_LOOPS" >>"$run_dir/summary.txt"
+printf 'config.screen_mode=%s\n' "$SCREEN_MODE" >>"$run_dir/summary.txt"
+printf 'config.chat_mode=%s\n' "$CHAT_MODE" >>"$run_dir/summary.txt"
+
+ensure_connected
+measure_launch
+ensure_connected
+run_screen_benchmark
+ensure_connected
+run_chat_benchmark
+
+printf 'results_dir=%s\n' "$run_dir"
+cat "$run_dir/summary.txt"