src/phone_database.py

"""
PriceOye AI — Complete Phone Database
======================================
Budget tiers covered (1k – 5 lakh PKR):
  • Ultra-budget: 1k – 15k  (QMobile, Sparx, itel)
  • Entry:        15k – 30k  (Infinix, Tecno, Redmi)
  • Budget:       30k – 60k  (Realme, Nothing, Tecno)
  • Mid-range:    60k – 1.5L (Samsung A-series, Xiaomi)
  • Upper-mid:    1.5L – 3L  (OnePlus, Xiaomi 14T, S24)
  • Flagship:     3L+        (S25 Ultra, iPhone 16 Pro Max)

Data sourced from WhatMobile.com.pk + PriceOye.pk (April 2026).
Benchmarks: Samsung S26 Ultra & iPhone 17 Pro Max = 10/10.
"""

from src.scoring_engine import Phone, PhoneDimensions, SubDimension

S = SubDimension


def _p(score, note):
    return S(float(score), note)


def build_database() -> list[Phone]:
    return [

        # ════════════════════════════════════════════════════
        #  ULTRA-BUDGET  1k – 15k PKR
        # ════════════════════════════════════════════════════

        Phone(
            id="qmobile_noir_a10", name="QMobile Noir A10", brand="QMobile", os="android",
            price_pkr=8999, price_label="PKR 8,999",
            priceoye_url="https://priceoye.pk/search?q=QMobile+Noir+A10",
            whatmobile_url="https://www.whatmobile.com.pk/Qmobile_Noir-A10",
            emoji="🟤", tags=["ultra-budget", "entry", "basic", "first-phone"],
            highlights={"processor": "Unisoc SC9863A", "ram": "2GB", "storage": "32GB",
                        "display": '6.1" IPS LCD', "battery": "4000mAh",
                        "charging": "10W", "camera": "8MP single"},
            dims=PhoneDimensions(
                camera_main_sensor=_p(1.5, "8MP small sensor — basic output"),
                camera_aperture=_p(2, "f/2.0 — limited light"),
                camera_optical_zoom=_p(0, "No zoom"),
                camera_ultrawide=_p(0, "No ultrawide"),
                camera_video=_p(1, "720p@30fps only"),
                camera_night_mode=_p(1, "No dedicated night mode"),
                camera_front=_p(2, "5MP selfie — basic"),
                camera_lens_quality=_p(1, "Very basic plastic lens"),
                camera_ois=_p(0, "No OIS or EIS"),
                perf_cpu=_p(2, "Unisoc SC9863A — very basic daily tasks"),
                perf_gpu=_p(2, "IMG8322 — no gaming"),
                perf_ram_type=_p(2, "2GB LPDDR4 — minimal"),
                perf_thermal=_p(2, "Basic thermal management"),
                perf_ai_chip=_p(1, "No AI chip"),
                disp_resolution=_p(4, "HD+ 720×1560"),
                disp_brightness=_p(3, "~300 nits — dim outdoors"),
                disp_color_accuracy=_p(3, "Basic sRGB IPS"),
                disp_refresh_rate=_p(2, "60Hz LCD"),
                disp_technology=_p(2, "IPS LCD — basic"),
                disp_touch_sampling=_p(2, "60Hz touch"),
                batt_capacity=_p(5, "4000mAh — sufficient for basic use"),
                batt_real_world_sot=_p(5, "~5hrs light use"),
                batt_efficiency=_p(4, "SC9863A basic efficiency"),
                batt_wireless=_p(0, "No wireless charging"),
                charg_wired_speed=_p(2, "10W — very slow, ~3hrs full charge"),
                charg_wireless_speed=_p(0, "None"),
                charg_reverse=_p(0, "None"),
                charg_inbox_charger=_p(10, "Charger included ✅"),
                ram_capacity=_p(2, "2GB — struggles with multiple apps"),
                ram_type=_p(3, "LPDDR4"),
                ram_os_management=_p(3, "Basic Android Go edition"),
                stor_capacity=_p(2, "32GB — fills very quickly"),
                stor_speed=_p(2, "eMMC 5.1 basic"),
                stor_expandable=_p(8, "microSD up to 128GB ✅"),
                build_frame=_p(2, "Plastic frame and back"),
                build_ip_rating=_p(0, "No IP rating"),
                build_front_glass=_p(2, "Basic unspecified glass"),
                build_form_factor=_p(3, "Lightweight — functional design"),
                soft_update_policy=_p(1, "No guaranteed updates"),
                soft_bloatware=_p(3, "Some QMobile apps + ads"),
                soft_ai_features=_p(1, "No AI features"),
                soft_ecosystem=_p(2, "No ecosystem"),
                audio_speakers=_p(2, "Single mono speaker"),
                audio_headphone_jack=_p(8, "3.5mm jack ✅"),
                audio_bt_codecs=_p(3, "SBC only"),
            ),
        ),

        Phone(
            id="sparx_neo7p", name="Sparx Neo 7 Plus", brand="Sparx", os="android",
            price_pkr=13999, price_label="PKR 13,999",
            priceoye_url="https://priceoye.pk/search?q=Sparx+Neo+7+Plus",
            whatmobile_url="https://www.whatmobile.com.pk/Sparx_Neo-7-Plus",
            emoji="🟠", tags=["ultra-budget", "sparx", "selfie", "student"],
            highlights={"processor": "Unisoc T606", "ram": "4GB", "storage": "64GB",
                        "display": '6.56" IPS LCD 90Hz', "battery": "5000mAh",
                        "charging": "18W", "camera": "50MP dual"},
            dims=PhoneDimensions(
                camera_main_sensor=_p(3, "50MP small sensor — basic quality"),
                camera_aperture=_p(3, "f/2.0 main"),
                camera_optical_zoom=_p(0, "No optical zoom"),
                camera_ultrawide=_p(0, "No ultrawide"),
                camera_video=_p(2, "1080p@30fps"),
                camera_night_mode=_p(2, "Basic night — noisy"),
                camera_front=_p(4, "8MP selfie"),
                camera_lens_quality=_p(2, "Budget plastic lens"),
                camera_ois=_p(0, "No OIS"),
                perf_cpu=_p(3, "Unisoc T606 — basic tasks"),
                perf_gpu=_p(3, "Mali-G57 — very light gaming"),
                perf_ram_type=_p(3, "4GB LPDDR4X"),
                perf_thermal=_p(3, "Basic cooling"),
                perf_ai_chip=_p(1, "No AI"),
                disp_resolution=_p(5, "HD+ 720×1612"),
                disp_brightness=_p(4, "~400 nits"),
                disp_color_accuracy=_p(4, "Basic sRGB"),
                disp_refresh_rate=_p(5, "90Hz — smooth for price"),
                disp_technology=_p(3, "IPS LCD"),
                disp_touch_sampling=_p(3, "180Hz"),
                batt_capacity=_p(8, "5000mAh — great all-day battery"),
                batt_real_world_sot=_p(7, "~8hrs light use"),
                batt_efficiency=_p(5, "T606 6nm efficient"),
                batt_wireless=_p(0, "None"),
                charg_wired_speed=_p(3, "18W — ~90 min"),
                charg_wireless_speed=_p(0, "None"),
                charg_reverse=_p(0, "None"),
                charg_inbox_charger=_p(10, "Charger in box ✅"),
                ram_capacity=_p(3, "4GB — basic multitasking"),
                ram_type=_p(4, "LPDDR4X"),
                ram_os_management=_p(4, "XOS — aggressive killing"),
                stor_capacity=_p(3, "64GB — limited"),
                stor_speed=_p(3, "eMMC 5.1"),
                stor_expandable=_p(8, "microSD ✅"),
                build_frame=_p(2, "Plastic"),
                build_ip_rating=_p(0, "No IP"),
                build_front_glass=_p(3, "Basic glass"),
                build_form_factor=_p(4, "Slim lightweight"),
                soft_update_policy=_p(1, "1 year only"),
                soft_bloatware=_p(2, "XOS heavy bloat + ads"),
                soft_ai_features=_p(1, "Minimal"),
                soft_ecosystem=_p(2, "None"),
                audio_speakers=_p(3, "Single speaker"),
                audio_headphone_jack=_p(8, "3.5mm ✅"),
                audio_bt_codecs=_p(3, "SBC only"),
            ),
        ),

        Phone(
            id="itel_a70", name="itel A70", brand="itel", os="android",
            price_pkr=12999, price_label="PKR 12,999",
            priceoye_url="https://priceoye.pk/search?q=itel+A70",
            whatmobile_url="https://www.whatmobile.com.pk/Itel_A70",
            emoji="🟡", tags=["ultra-budget", "itel", "battery", "affordable"],
            highlights={"processor": "Unisoc SC9863A1", "ram": "3GB", "storage": "64GB",
                        "display": '6.6" IPS LCD 90Hz', "battery": "5000mAh",
                        "charging": "10W", "camera": "8MP single"},
            dims=PhoneDimensions(
                camera_main_sensor=_p(2, "8MP — very basic photos"),
                camera_aperture=_p(3, "f/2.0"),
                camera_optical_zoom=_p(0, "None"),
                camera_ultrawide=_p(0, "None"),
                camera_video=_p(1, "720p only"),
                camera_night_mode=_p(1, "No night mode"),
                camera_front=_p(2, "5MP selfie"),
                camera_lens_quality=_p(1, "Basic plastic lens"),
                camera_ois=_p(0, "None"),
                perf_cpu=_p(2, "SC9863A1 — very basic"),
                perf_gpu=_p(2, "IMG8322"),
                perf_ram_type=_p(3, "3GB LPDDR4"),
                perf_thermal=_p(2, "Basic"),
                perf_ai_chip=_p(1, "None"),
                disp_resolution=_p(5, "HD+ 720×1612"),
                disp_brightness=_p(3, "~350 nits"),
                disp_color_accuracy=_p(3, "Basic sRGB"),
                disp_refresh_rate=_p(5, "90Hz smooth for price"),
                disp_technology=_p(3, "IPS LCD"),
                disp_touch_sampling=_p(3, "180Hz"),
                batt_capacity=_p(8, "5000mAh — strong endurance"),
                batt_real_world_sot=_p(8, "~9hrs light use — battery highlight"),
                batt_efficiency=_p(4, "SC9863A1 efficient for basic tasks"),
                batt_wireless=_p(0, "None"),
                charg_wired_speed=_p(2, "10W — 3+ hours to charge"),
                charg_wireless_speed=_p(0, "None"),
                charg_reverse=_p(0, "None"),
                charg_inbox_charger=_p(10, "Charger included ✅"),
                ram_capacity=_p(3, "3GB"),
                ram_type=_p(3, "LPDDR4"),
                ram_os_management=_p(3, "XOS — aggressive"),
                stor_capacity=_p(3, "64GB"),
                stor_speed=_p(2, "eMMC 5.1"),
                stor_expandable=_p(8, "microSD ✅"),
                build_frame=_p(2, "Full plastic"),
                build_ip_rating=_p(0, "No IP"),
                build_front_glass=_p(2, "Basic"),
                build_form_factor=_p(3, "Thin lightweight"),
                soft_update_policy=_p(1, "1 year only"),
                soft_bloatware=_p(2, "Heavy bloat + ads"),
                soft_ai_features=_p(1, "None"),
                soft_ecosystem=_p(1, "None"),
                audio_speakers=_p(2, "Mono"),
                audio_headphone_jack=_p(8, "3.5mm ✅"),
                audio_bt_codecs=_p(3, "SBC"),
            ),
        ),

        # ════════════════════════════════════════════════════
        #  ENTRY  15k – 30k PKR
        # ════════════════════════════════════════════════════

        Phone(
            id="infinix_smart9", name="Infinix Smart 9", brand="Infinix", os="android",
            price_pkr=24999, price_label="PKR 24,999",
            priceoye_url="https://priceoye.pk/search?q=Infinix+Smart+9",
            whatmobile_url="https://www.whatmobile.com.pk/Infinix_Smart-9",
            emoji="🟢", tags=["entry", "battery", "student", "infinix"],
            highlights={"processor": "MediaTek Helio G85", "ram": "4GB", "storage": "128GB",
                        "display": '6.78" IPS LCD 90Hz', "battery": "5000mAh",
                        "charging": "18W", "camera": "50MP single"},
            dims=PhoneDimensions(
                camera_main_sensor=_p(3.5, "50MP small sensor — basic daily shots"),
                camera_aperture=_p(4, "f/1.8"),
                camera_optical_zoom=_p(0, "None"),
                camera_ultrawide=_p(0, "None"),
                camera_video=_p(2, "1080p@30fps"),
                camera_night_mode=_p(3, "Basic AI night"),
                camera_front=_p(4, "8MP selfie"),
                camera_lens_quality=_p(2, "Budget optics"),
                camera_ois=_p(0, "EIS only"),
                perf_cpu=_p(4, "Helio G85 — good for entry gaming"),
                perf_gpu=_p(4, "Mali-G52 MC2"),
                perf_ram_type=_p(4, "4GB LPDDR4X"),
                perf_thermal=_p(3, "Basic cooling"),
                perf_ai_chip=_p(2, "Minimal"),
                disp_resolution=_p(6, "FHD+ 1080×2460"),
                disp_brightness=_p(4, "~500 nits"),
                disp_color_accuracy=_p(4, "sRGB IPS"),
                disp_refresh_rate=_p(5, "90Hz — smooth"),
                disp_technology=_p(4, "IPS LCD"),
                disp_touch_sampling=_p(4, "180Hz"),
                batt_capacity=_p(8, "5000mAh — full day"),
                batt_real_world_sot=_p(7, "~8hrs"),
                batt_efficiency=_p(5, "G85 moderate"),
                batt_wireless=_p(0, "None"),
                charg_wired_speed=_p(3, "18W — ~90 min"),
                charg_wireless_speed=_p(0, "None"),
                charg_reverse=_p(0, "None"),
                charg_inbox_charger=_p(10, "Charger in box ✅"),
                ram_capacity=_p(3, "4GB"),
                ram_type=_p(4, "LPDDR4X"),
                ram_os_management=_p(4, "XOS — moderate"),
                stor_capacity=_p(5, "128GB — solid for entry"),
                stor_speed=_p(3, "eMMC 5.1"),
                stor_expandable=_p(8, "microSD ✅"),
                build_frame=_p(3, "Plastic"),
                build_ip_rating=_p(0, "No IP"),
                build_front_glass=_p(4, "Gorilla Glass 3"),
                build_form_factor=_p(4, "Decent design"),
                soft_update_policy=_p(2, "1-2 years"),
                soft_bloatware=_p(3, "XOS bloat"),
                soft_ai_features=_p(2, "Basic"),
                soft_ecosystem=_p(2, "Minimal"),
                audio_speakers=_p(4, "Single — average"),
                audio_headphone_jack=_p(8, "3.5mm ✅"),
                audio_bt_codecs=_p(4, "AAC + SBC"),
            ),
        ),

        Phone(
            id="redmi14c", name="Xiaomi Redmi 14C", brand="Xiaomi", os="android",
            price_pkr=29999, price_label="PKR 29,999",
            priceoye_url="https://priceoye.pk/search?q=Xiaomi+Redmi+14C",
            whatmobile_url="https://www.whatmobile.com.pk/Xiaomi_Redmi-14C",
            emoji="💙", tags=["entry", "student", "battery", "256gb"],
            highlights={"processor": "MediaTek Helio G85", "ram": "8GB LPDDR4X",
                        "storage": "256GB eMMC", "display": '6.88" IPS LCD 120Hz HD+',
                        "battery": "5160mAh", "charging": "18W", "camera": "50MP dual"},
            dims=PhoneDimensions(
                camera_main_sensor=_p(4, "50MP 1/2.76\" — small but 50MP"),
                camera_aperture=_p(5, "f/1.8"),
                camera_optical_zoom=_p(0, "No zoom"),
                camera_ultrawide=_p(0, "No ultrawide"),
                camera_video=_p(3, "1080p@30fps"),
                camera_night_mode=_p(4, "Basic AI night"),
                camera_front=_p(5, "13MP f/2.0"),
                camera_lens_quality=_p(3, "Budget optics"),
                camera_ois=_p(0, "EIS only"),
                perf_cpu=_p(4, "Helio G85 — basic-mid daily tasks"),
                perf_gpu=_p(4, "Mali-G52 MC2 — light gaming"),
                perf_ram_type=_p(5, "LPDDR4X 8GB"),
                perf_thermal=_p(4, "Gets warm in use"),
                perf_ai_chip=_p(3, "Minimal"),
                disp_resolution=_p(5, "HD+ 1640×720 — not FHD"),
                disp_brightness=_p(5, "~500 nits"),
                disp_color_accuracy=_p(5, "Standard sRGB"),
                disp_refresh_rate=_p(5, "120Hz IPS — smooth"),
                disp_technology=_p(4, "IPS LCD"),
                disp_touch_sampling=_p(4, "240Hz"),
                batt_capacity=_p(8, "5160mAh — best battery in class"),
                batt_real_world_sot=_p(8, "~9–10hrs — battery king"),
                batt_efficiency=_p(5, "G85 moderate"),
                batt_wireless=_p(0, "None"),
                charg_wired_speed=_p(3, "18W — ~90 min"),
                charg_wireless_speed=_p(0, "None"),
                charg_reverse=_p(0, "None"),
                charg_inbox_charger=_p(10, "18W in box ✅"),
                ram_capacity=_p(6, "8GB"),
                ram_type=_p(5, "LPDDR4X"),
                ram_os_management=_p(6, "HyperOS — decent"),
                stor_capacity=_p(7, "256GB — great for price"),
                stor_speed=_p(3, "eMMC 5.1"),
                stor_expandable=_p(8, "microSD ✅"),
                build_frame=_p(3, "Plastic"),
                build_ip_rating=_p(3, "No IP"),
                build_front_glass=_p(4, "Gorilla Glass 3"),
                build_form_factor=_p(5, "Large 6.88\" comfortable"),
                soft_update_policy=_p(3, "2 years OS"),
                soft_bloatware=_p(5, "HyperOS — some apps"),
                soft_ai_features=_p(3, "Basic AI"),
                soft_ecosystem=_p(5, "Xiaomi ecosystem"),
                audio_speakers=_p(4, "Single — basic"),
                audio_headphone_jack=_p(8, "3.5mm ✅"),
                audio_bt_codecs=_p(4, "AAC + SBC"),
            ),
        ),

        Phone(
            id="infinixhot40i", name="Infinix Hot 40i", brand="Infinix", os="android",
            price_pkr=27999, price_label="PKR 27,999",
            priceoye_url="https://priceoye.pk/search?q=Infinix+Hot+40i",
            whatmobile_url="https://www.whatmobile.com.pk/Infinix_Hot-40i",
            emoji="🟢", tags=["entry", "budget", "battery", "microsd"],
            highlights={"processor": "Unisoc T606", "ram": "8GB", "storage": "128GB",
                        "display": '6.56" IPS LCD 90Hz', "battery": "5000mAh",
                        "charging": "18W", "camera": "50MP single"},
            dims=PhoneDimensions(
                camera_main_sensor=_p(4, "50MP small — basic"),
                camera_aperture=_p(5, "f/1.6 wide"),
                camera_optical_zoom=_p(0, "None"),
                camera_ultrawide=_p(0, "None"),
                camera_video=_p(3, "1080p@30fps"),
                camera_night_mode=_p(3, "Weak night"),
                camera_front=_p(4, "8MP selfie"),
                camera_lens_quality=_p(3, "Budget optics"),
                camera_ois=_p(0, "None"),
                perf_cpu=_p(3, "T606 — basic tasks only"),
                perf_gpu=_p(3, "Mali-G57 MP1"),
                perf_ram_type=_p(5, "LPDDR4X 8GB"),
                perf_thermal=_p(3, "Limited thermal"),
                perf_ai_chip=_p(2, "None"),
                disp_resolution=_p(5, "HD+ 720×1612"),
                disp_brightness=_p(4, "~400 nits"),
                disp_color_accuracy=_p(4, "Basic sRGB"),
                disp_refresh_rate=_p(5, "90Hz"),
                disp_technology=_p(4, "IPS LCD"),
                disp_touch_sampling=_p(4, "180Hz"),
                batt_capacity=_p(8, "5000mAh"),
                batt_real_world_sot=_p(8, "~9hrs"),
                batt_efficiency=_p(5, "T606 efficient for light use"),
                batt_wireless=_p(0, "None"),
                charg_wired_speed=_p(3, "18W — ~90 min"),
                charg_wireless_speed=_p(0, "None"),
                charg_reverse=_p(0, "None"),
                charg_inbox_charger=_p(10, "Included ✅"),
                ram_capacity=_p(6, "8GB"),
                ram_type=_p(5, "LPDDR4X"),
                ram_os_management=_p(5, "XOS moderate"),
                stor_capacity=_p(5, "128GB"),
                stor_speed=_p(3, "eMMC 5.1"),
                stor_expandable=_p(8, "microSD ✅"),
                build_frame=_p(3, "Plastic"),
                build_ip_rating=_p(0, "None"),
                build_front_glass=_p(3, "Basic glass"),
                build_form_factor=_p(4, "Lightweight"),
                soft_update_policy=_p(2, "1-2 years"),
                soft_bloatware=_p(3, "XOS + ads"),
                soft_ai_features=_p(2, "Minimal"),
                soft_ecosystem=_p(2, "None"),
                audio_speakers=_p(4, "Single"),
                audio_headphone_jack=_p(8, "3.5mm ✅"),
                audio_bt_codecs=_p(3, "SBC"),
            ),
        ),

        # ════════════════════════════════════════════════════
        #  BUDGET  30k – 60k PKR
        # ════════════════════════════════════════════════════

        Phone(
            id="tecnosp40p", name="Tecno Spark 40 Pro", brand="Tecno", os="android",
            price_pkr=44999, price_label="PKR 44,999",
            priceoye_url="https://priceoye.pk/search?q=Tecno+Spark+40+Pro",
            whatmobile_url="https://www.whatmobile.com.pk/Tecno_Spark-40-Pro",
            emoji="💚", tags=["budget", "amoled", "45w", "selfie"],
            highlights={"processor": "Helio G99", "ram": "8GB", "storage": "128GB",
                        "display": '6.78" AMOLED 90Hz', "battery": "5000mAh",
                        "charging": "45W", "camera": "48MP dual"},
            dims=PhoneDimensions(
                camera_main_sensor=_p(4, "48MP 1/2.0\" small sensor"),
                camera_aperture=_p(5, "f/1.8"),
                camera_optical_zoom=_p(0, "None"),
                camera_ultrawide=_p(0, "None"),
                camera_video=_p(3, "1080p@30fps"),
                camera_night_mode=_p(4, "Basic AI night"),
                camera_front=_p(5, "32MP f/2.0 selfie — standout feature"),
                camera_lens_quality=_p(3, "Budget glass — soft edges"),
                camera_ois=_p(0, "EIS only"),
                perf_cpu=_p(4, "Helio G99 — solid budget-gaming"),
                perf_gpu=_p(4, "Mali-G57 — PUBG at low-medium"),
                perf_ram_type=_p(5, "LPDDR4X 8GB"),
                perf_thermal=_p(4, "Throttles in long sessions"),
                perf_ai_chip=_p(3, "Basic AI"),
                disp_resolution=_p(7, "FHD+ 2460×1080 — sharp"),
                disp_brightness=_p(5, "600 nits typical"),
                disp_color_accuracy=_p(5, "AMOLED sRGB — vivid"),
                disp_refresh_rate=_p(5, "90Hz AMOLED"),
                disp_technology=_p(6, "AMOLED — impressive for under 50k"),
                disp_touch_sampling=_p(4, "180Hz"),
                batt_capacity=_p(8, "5000mAh"),
                batt_real_world_sot=_p(7, "~8hrs"),
                batt_efficiency=_p(5, "G99 6nm moderate"),
                batt_wireless=_p(0, "None"),
                charg_wired_speed=_p(6, "45W — ~55 min — fast for price"),
                charg_wireless_speed=_p(0, "None"),
                charg_reverse=_p(0, "None"),
                charg_inbox_charger=_p(10, "45W in box ✅"),
                ram_capacity=_p(6, "8GB"),
                ram_type=_p(5, "LPDDR4X"),
                ram_os_management=_p(5, "HiOS — aggressive killing"),
                stor_capacity=_p(5, "128GB"),
                stor_speed=_p(4, "UFS 2.2"),
                stor_expandable=_p(8, "microSD ✅"),
                build_frame=_p(3, "Plastic"),
                build_ip_rating=_p(4, "IP54 splash"),
                build_front_glass=_p(4, "Basic glass"),
                build_form_factor=_p(5, "Decent for price"),
                soft_update_policy=_p(2, "2 years"),
                soft_bloatware=_p(3, "HiOS heavy bloat + ads"),
                soft_ai_features=_p(2, "Minimal"),
                soft_ecosystem=_p(3, "None notable"),
                audio_speakers=_p(4, "Single bottom"),
                audio_headphone_jack=_p(8, "3.5mm ✅"),
                audio_bt_codecs=_p(4, "AAC + SBC"),
            ),
        ),

        Phone(
            id="realme12pp", name="Realme 12 Pro+", brand="Realme", os="android",
            price_pkr=72999, price_label="PKR 72,999",
            priceoye_url="https://priceoye.pk/search?q=Realme+12+Pro+Plus",
            whatmobile_url="https://www.whatmobile.com.pk/Realme_12-Pro-Plus",
            emoji="🎯", tags=["budget", "periscope", "camera", "67w", "curved"],
            highlights={"processor": "Snapdragon 7s Gen 2", "ram": "8GB LPDDR4X",
                        "storage": "256GB UFS 2.2", "display": '6.7" Curved AMOLED 120Hz',
                        "battery": "5000mAh", "charging": "67W SUPERVOOC",
                        "camera": "50MP Sony IMX890 + 3x periscope"},
            dims=PhoneDimensions(
                camera_main_sensor=_p(7, "50MP 1/1.56\" Sony IMX890"),
                camera_aperture=_p(7, "f/1.8 main"),
                camera_optical_zoom=_p(7, "3x optical periscope — impressive at price"),
                camera_ultrawide=_p(5, "8MP f/2.2 — weak"),
                camera_video=_p(5, "4K@30fps only"),
                camera_night_mode=_p(6, "Decent AI night"),
                camera_front=_p(6, "32MP f/2.4"),
                camera_lens_quality=_p(6, "Standard optics"),
                camera_ois=_p(7, "OIS main + periscope"),
                perf_cpu=_p(5, "SD 7s Gen 2 — mid-range"),
                perf_gpu=_p(5, "Adreno 710 — casual gaming"),
                perf_ram_type=_p(5, "LPDDR4X 8GB"),
                perf_thermal=_p(5, "Throttles in PUBG long sessions"),
                perf_ai_chip=_p(4, "Basic AI"),
                disp_resolution=_p(7, "FHD+ 2412×1080"),
                disp_brightness=_p(7, "950 nits HBM"),
                disp_color_accuracy=_p(7, "Adequate P3"),
                disp_refresh_rate=_p(7, "120Hz non-adaptive"),
                disp_technology=_p(7, "Curved AMOLED — premium look"),
                disp_touch_sampling=_p(5, "240Hz"),
                batt_capacity=_p(8, "5000mAh"),
                batt_real_world_sot=_p(7, "~7–8hrs"),
                batt_efficiency=_p(6, "SD 7s Gen2 moderate"),
                batt_wireless=_p(0, "None"),
                charg_wired_speed=_p(8, "67W SUPERVOOC — ~45 min"),
                charg_wireless_speed=_p(0, "None"),
                charg_reverse=_p(0, "None"),
                charg_inbox_charger=_p(10, "67W in box ✅"),
                ram_capacity=_p(6, "8GB"),
                ram_type=_p(5, "LPDDR4X"),
                ram_os_management=_p(6, "Realme UI — decent"),
                stor_capacity=_p(7, "256GB"),
                stor_speed=_p(4, "UFS 2.2 — slow"),
                stor_expandable=_p(0, "No microSD"),
                build_frame=_p(6, "Plastic frame"),
                build_ip_rating=_p(0, "No IP rating"),
                build_front_glass=_p(6, "Gorilla Glass 5"),
                build_form_factor=_p(7, "Curved back — premium feel"),
                soft_update_policy=_p(4, "2 years OS · 3 years security"),
                soft_bloatware=_p(5, "Realme UI notable bloat"),
                soft_ai_features=_p(4, "Basic AI"),
                soft_ecosystem=_p(5, "Standalone"),
                audio_speakers=_p(6, "Stereo basic"),
                audio_headphone_jack=_p(0, "No 3.5mm"),
                audio_bt_codecs=_p(5, "AAC + SBC"),
            ),
        ),

        # ════════════════════════════════════════════════════
        #  MID-RANGE  60k – 1.5L PKR
        # ════════════════════════════════════════════════════

        Phone(
            id="nothing3a", name="Nothing Phone (3a)", brand="Nothing", os="android",
            price_pkr=89999, price_label="PKR 89,999",
            priceoye_url="https://priceoye.pk/search?q=Nothing+Phone+3a",
            whatmobile_url="https://www.whatmobile.com.pk/Nothing_Phone-3a",
            emoji="⬛", tags=["mid-range", "design", "glyph", "clean", "periscope"],
            highlights={"processor": "Snapdragon 7s Gen 3", "ram": "8GB LPDDR4X",
                        "storage": "128GB UFS 2.2", "display": '6.77" AMOLED 120Hz',
                        "battery": "5000mAh", "charging": "50W",
                        "camera": "50MP periscope triple · Glyph interface"},
            dims=PhoneDimensions(
                camera_main_sensor=_p(6, "50MP 1/1.56\" — average for class"),
                camera_aperture=_p(6, "f/1.88 main"),
                camera_optical_zoom=_p(7, "3x optical periscope — rare at price"),
                camera_ultrawide=_p(4, "8MP ultrawide — weak"),
                camera_video=_p(5, "4K@30fps — no 60fps"),
                camera_night_mode=_p(5, "Night below class average"),
                camera_front=_p(5, "16MP f/2.2"),
                camera_lens_quality=_p(5, "Generic glass"),
                camera_ois=_p(6, "OIS main + periscope"),
                perf_cpu=_p(6, "SD 7s Gen 3 — mid-tier daily"),
                perf_gpu=_p(6, "Adreno 710 — casual gaming"),
                perf_ram_type=_p(5, "LPDDR4X 8GB"),
                perf_thermal=_p(6, "Good for chip tier"),
                perf_ai_chip=_p(5, "Basic AI"),
                disp_resolution=_p(7, "FHD+ 2392×1080"),
                disp_brightness=_p(7, "1300 nits HBM"),
                disp_color_accuracy=_p(7, "sRGB + DCI-P3"),
                disp_refresh_rate=_p(7, "120Hz non-adaptive"),
                disp_technology=_p(7, "AMOLED — punchy"),
                disp_touch_sampling=_p(6, "240Hz"),
                batt_capacity=_p(8, "5000mAh"),
                batt_real_world_sot=_p(8, "~8hrs SOT"),
                batt_efficiency=_p(7, "SD 7s Gen3 efficient"),
                batt_wireless=_p(0, "None"),
                charg_wired_speed=_p(7, "50W — ~45 min"),
                charg_wireless_speed=_p(0, "None"),
                charg_reverse=_p(0, "None"),
                charg_inbox_charger=_p(0, "No charger in box"),
                ram_capacity=_p(6, "8GB"),
                ram_type=_p(5, "LPDDR4X"),
                ram_os_management=_p(8, "Nothing OS — very clean near-stock"),
                stor_capacity=_p(5, "128GB"),
                stor_speed=_p(4, "UFS 2.2"),
                stor_expandable=_p(0, "No microSD"),
                build_frame=_p(7, "Transparent aluminium accents"),
                build_ip_rating=_p(7, "IP54 — splash only"),
                build_front_glass=_p(7, "Gorilla Glass 5"),
                build_form_factor=_p(9, "Iconic Glyph LED interface — unique identity"),
                soft_update_policy=_p(6, "3 years OS · 4 years security"),
                soft_bloatware=_p(10, "Nothing OS — zero bloat"),
                soft_ai_features=_p(5, "Essential Space · basic AI"),
                soft_ecosystem=_p(5, "Standalone"),
                audio_speakers=_p(7, "Stereo decent"),
                audio_headphone_jack=_p(0, "No 3.5mm"),
                audio_bt_codecs=_p(7, "LDAC + AAC"),
            ),
        ),

        Phone(
            id="a26_5g", name="Samsung Galaxy A26 5G", brand="Samsung", os="android",
            price_pkr=71999, price_label="PKR 71,999",
            priceoye_url="https://priceoye.pk/search?q=Samsung+Galaxy+A26+5G",
            whatmobile_url="https://www.whatmobile.com.pk/Samsung_Galaxy-A26-5G",
            emoji="🔵", tags=["5g", "mid-range", "7years", "galaxy-ai", "student"],
            highlights={"processor": "Exynos 1380 (5nm)", "ram": "8GB LPDDR4X",
                        "storage": "256GB UFS 2.2", "display": '6.7" Super AMOLED 120Hz',
                        "battery": "5000mAh", "charging": "25W",
                        "camera": "50MP+8MP+2MP · 13MP selfie"},
            dims=PhoneDimensions(
                camera_main_sensor=_p(7, "50MP 1/1.56\" — good for class"),
                camera_aperture=_p(7, "f/1.8 solid"),
                camera_optical_zoom=_p(4, "8MP 3x — limited quality"),
                camera_ultrawide=_p(6, "8MP f/2.2"),
                camera_video=_p(6, "4K@30fps"),
                camera_night_mode=_p(7, "Nightography — good"),
                camera_front=_p(7, "13MP f/2.2 autofocus"),
                camera_lens_quality=_p(7, "Samsung quality optics"),
                camera_ois=_p(6, "OIS main"),
                perf_cpu=_p(6, "Exynos 1380 5nm — capable"),
                perf_gpu=_p(6, "Mali-G68 MP5"),
                perf_ram_type=_p(5, "LPDDR4X 8GB"),
                perf_thermal=_p(6, "Good everyday use"),
                perf_ai_chip=_p(7, "Galaxy AI supported"),
                disp_resolution=_p(7, "FHD+ 1080×2340"),
                disp_brightness=_p(7, "~1000 nits HBM"),
                disp_color_accuracy=_p(7, "Good P3 coverage"),
                disp_refresh_rate=_p(7, "120Hz"),
                disp_technology=_p(8, "Super AMOLED — vivid Samsung panel"),
                disp_touch_sampling=_p(5, "Standard touch"),
                batt_capacity=_p(8, "5000mAh"),
                batt_real_world_sot=_p(8, "~8–9hrs · 17hr video"),
                batt_efficiency=_p(7, "Exynos 1380 5nm"),
                batt_wireless=_p(0, "None"),
                charg_wired_speed=_p(4, "25W"),
                charg_wireless_speed=_p(0, "None"),
                charg_reverse=_p(0, "None"),
                charg_inbox_charger=_p(0, "No charger in box"),
                ram_capacity=_p(6, "8GB"),
                ram_type=_p(5, "LPDDR4X"),
                ram_os_management=_p(8, "One UI — clean · RAM Plus"),
                stor_capacity=_p(7, "256GB"),
                stor_speed=_p(4, "UFS 2.2"),
                stor_expandable=_p(0, "No microSD"),
                build_frame=_p(7, "Aluminium frame"),
                build_ip_rating=_p(7, "IP67"),
                build_front_glass=_p(8, "Gorilla Glass Victus+"),
                build_form_factor=_p(7, "Slim 197g"),
                soft_update_policy=_p(10, "7 years OS + security — best in class for any price"),
                soft_bloatware=_p(7, "One UI — minimal"),
                soft_ai_features=_p(7, "Galaxy AI · Circle to Search"),
                soft_ecosystem=_p(8, "Samsung ecosystem · Samsung Pay"),
                audio_speakers=_p(7, "Stereo Dolby Atmos"),
                audio_headphone_jack=_p(0, "No 3.5mm"),
                audio_bt_codecs=_p(7, "AAC + SBC"),
            ),
        ),

        Phone(
            id="a55", name="Samsung Galaxy A55", brand="Samsung", os="android",
            price_pkr=139999, price_label="PKR 1,39,999",
            priceoye_url="https://priceoye.pk/search?q=Samsung+Galaxy+A55",
            whatmobile_url="https://www.whatmobile.com.pk/Samsung_Galaxy-A55",
            emoji="📘", tags=["mid-range", "student", "camera", "battery"],
            highlights={"processor": "Exynos 1480 (4nm)", "ram": "8GB LPDDR4X",
                        "storage": "256GB UFS 2.2", "display": '6.6" Super AMOLED 120Hz',
                        "battery": "5000mAh", "charging": "25W",
                        "camera": "50MP OIS triple · 32MP selfie"},
            dims=PhoneDimensions(
                camera_main_sensor=_p(6, "50MP 1/1.7\" — decent mid-range"),
                camera_aperture=_p(7, "f/1.8 good entry"),
                camera_optical_zoom=_p(3, "3x digital only — no optical"),
                camera_ultrawide=_p(6, "12MP f/2.2"),
                camera_video=_p(5, "4K@30fps"),
                camera_night_mode=_p(6, "Decent night for price"),
                camera_front=_p(6, "32MP f/2.2"),
                camera_lens_quality=_p(6, "Standard Samsung optics"),
                camera_ois=_p(6, "OIS main camera"),
                perf_cpu=_p(5, "Exynos 1480 4nm — solid mid-range"),
                perf_gpu=_p(5, "Xclipse 540 — limited gaming"),
                perf_ram_type=_p(5, "LPDDR4X 8GB — older gen"),
                perf_thermal=_p(5, "Moderate thermal management"),
                perf_ai_chip=_p(5, "Basic AI"),
                disp_resolution=_p(7, "FHD+ 2340×1080"),
                disp_brightness=_p(6, "1000 nits HBM"),
                disp_color_accuracy=_p(7, "Good sRGB + DCI-P3"),
                disp_refresh_rate=_p(7, "120Hz non-adaptive"),
                disp_technology=_p(7, "Super AMOLED vivid"),
                disp_touch_sampling=_p(5, "240Hz"),
                batt_capacity=_p(8, "5000mAh — strong for mid-range"),
                batt_real_world_sot=_p(8, "~8–9hrs SOT battery standout"),
                batt_efficiency=_p(6, "Exynos 1480 decent"),
                batt_wireless=_p(0, "None"),
                charg_wired_speed=_p(4, "25W"),
                charg_wireless_speed=_p(0, "None"),
                charg_reverse=_p(0, "None"),
                charg_inbox_charger=_p(0, "No charger in box"),
                ram_capacity=_p(6, "8GB"),
                ram_type=_p(5, "LPDDR4X older gen"),
                ram_os_management=_p(7, "One UI · RAM Plus"),
                stor_capacity=_p(7, "256GB solid"),
                stor_speed=_p(4, "UFS 2.2 — noticeably slow"),
                stor_expandable=_p(0, "No microSD"),
                build_frame=_p(7, "Aluminium frame solid"),
                build_ip_rating=_p(7, "IP67"),
                build_front_glass=_p(7, "Gorilla Glass Victus+"),
                build_form_factor=_p(7, "Slim 198g good grip"),
                soft_update_policy=_p(8, "4 years OS · 5 years security"),
                soft_bloatware=_p(6, "Samsung + carrier apps"),
                soft_ai_features=_p(6, "Basic Galaxy AI subset"),
                soft_ecosystem=_p(7, "Samsung Pay · Galaxy ecosystem"),
                audio_speakers=_p(6, "Stereo basic Dolby"),
                audio_headphone_jack=_p(0, "No 3.5mm"),
                audio_bt_codecs=_p(6, "AAC + SBC"),
            ),
        ),

        # ════════════════════════════════════════════════════
        #  UPPER MID  1.5L – 3L PKR
        # ════════════════════════════════════════════════════

        Phone(
            id="s24fe", name="Samsung Galaxy S24 FE", brand="Samsung", os="android",
            price_pkr=134999, price_label="PKR 1,34,999",
            priceoye_url="https://priceoye.pk/search?q=Samsung+Galaxy+S24+FE",
            whatmobile_url="https://www.whatmobile.com.pk/Samsung_Galaxy-S24-FE",
            emoji="⭐", tags=["upper-mid", "samsung", "galaxy-ai", "7years"],
            highlights={"processor": "Exynos 2500 (3nm)", "ram": "8GB LPDDR5",
                        "storage": "256GB UFS 3.1", "display": '6.7" FHD+ 120Hz AMOLED',
                        "battery": "4700mAh", "charging": "25W · 15W wireless",
                        "camera": "50MP triple · 3x optical"},
            dims=PhoneDimensions(
                camera_main_sensor=_p(7, "50MP 1/1.56\" sensor"),
                camera_aperture=_p(7, "f/1.8 main"),
                camera_optical_zoom=_p(6, "3x optical telephoto — no periscope"),
                camera_ultrawide=_p(6, "12MP f/2.2"),
                camera_video=_p(7, "4K@60fps — solid"),
                camera_night_mode=_p(7, "Nightography AI"),
                camera_front=_p(7, "10MP f/2.4"),
                camera_lens_quality=_p(7, "Samsung quality glass"),
                camera_ois=_p(7, "OIS main + tele"),
                perf_cpu=_p(8, "Exynos 2500 3nm — strong mid-range"),
                perf_gpu=_p(7, "Xclipse 950"),
                perf_ram_type=_p(8, "LPDDR5 8GB"),
                perf_thermal=_p(7, "Adequate thermal"),
                perf_ai_chip=_p(7, "Galaxy AI NPU capable"),
                disp_resolution=_p(7, "FHD+ 2340×1080"),
                disp_brightness=_p(7, "1900 nits peak"),
                disp_color_accuracy=_p(8, "Good DCI-P3"),
                disp_refresh_rate=_p(7, "120Hz non-LTPO"),
                disp_technology=_p(8, "Dynamic AMOLED 2X"),
                disp_touch_sampling=_p(6, "240Hz"),
                batt_capacity=_p(7, "4700mAh adequate"),
                batt_real_world_sot=_p(7, "~7–8hrs SOT"),
                batt_efficiency=_p(7, "Exynos 2500 decent"),
                batt_wireless=_p(6, "15W wireless"),
                charg_wired_speed=_p(4, "25W · ~65 min"),
                charg_wireless_speed=_p(5, "15W wireless"),
                charg_reverse=_p(4, "4.5W reverse"),
                charg_inbox_charger=_p(0, "No charger in box"),
                ram_capacity=_p(6, "8GB"),
                ram_type=_p(8, "LPDDR5"),
                ram_os_management=_p(8, "One UI · RAM Plus"),
                stor_capacity=_p(7, "256GB"),
                stor_speed=_p(8, "UFS 3.1"),
                stor_expandable=_p(0, "No microSD"),
                build_frame=_p(7, "Aluminium frame"),
                build_ip_rating=_p(10, "IP68"),
                build_front_glass=_p(8, "Gorilla Glass Victus"),
                build_form_factor=_p(8, "Balanced 213g"),
                soft_update_policy=_p(10, "7 years OS + security — best mid-range class"),
                soft_bloatware=_p(6, "Samsung apps moderate bloat"),
                soft_ai_features=_p(8, "Galaxy AI · Circle to Search · AI photo edit"),
                soft_ecosystem=_p(8, "Samsung Pay · SmartThings"),
                audio_speakers=_p(7, "Stereo Dolby Atmos"),
                audio_headphone_jack=_p(0, "No 3.5mm"),
                audio_bt_codecs=_p(8, "LDAC + aptX"),
            ),
        ),

        Phone(
            id="mi14tpro", name="Xiaomi 14T Pro", brand="Xiaomi", os="android",
            price_pkr=229999, price_label="PKR 2,29,999",
            priceoye_url="https://priceoye.pk/search?q=Xiaomi+14T+Pro",
            whatmobile_url="https://www.whatmobile.com.pk/Xiaomi_14T-Pro",
            emoji="🔥", tags=["upper-mid", "leica", "gaming", "144hz", "120w"],
            highlights={"processor": "Dimensity 9300+ (4nm)", "ram": "12GB LPDDR5X",
                        "storage": "256GB UFS 4.0", "display": '6.67" FHD+ 144Hz AMOLED',
                        "battery": "5000mAh", "charging": "120W wired",
                        "camera": "50MP Leica triple"},
            dims=PhoneDimensions(
                camera_main_sensor=_p(8, "50MP 1/1.31\" Light Fusion 900"),
                camera_aperture=_p(8, "f/1.6 main bright aperture"),
                camera_optical_zoom=_p(7, "2.5x optical tele 50MP"),
                camera_ultrawide=_p(8, "12MP f/2.2"),
                camera_video=_p(8, "4K@60fps · Leica video"),
                camera_night_mode=_p(8, "Leica night + AI solid"),
                camera_front=_p(7, "32MP f/2.0"),
                camera_lens_quality=_p(9, "Leica Summilux certified — 7 elements"),
                camera_ois=_p(8, "OIS main"),
                perf_cpu=_p(9, "Dimensity 9300+ flagship tier 4nm"),
                perf_gpu=_p(8, "Immortalis-G720 strong gaming"),
                perf_ram_type=_p(10, "LPDDR5X 12GB"),
                perf_thermal=_p(7, "Some throttle in 30min+ sessions"),
                perf_ai_chip=_p(8, "MediaTek APU 790"),
                disp_resolution=_p(7, "FHD+ 2712×1220 not QHD"),
                disp_brightness=_p(9, "4000 nits peak — excellent outdoor"),
                disp_color_accuracy=_p(9, "100% P3 Leica calibration"),
                disp_refresh_rate=_p(9, "144Hz adaptive AMOLED gaming advantage"),
                disp_technology=_p(9, "AMOLED CrystalRes premium"),
                disp_touch_sampling=_p(9, "480Hz — fastest at price tier"),
                batt_capacity=_p(8, "5000mAh"),
                batt_real_world_sot=_p(8, "~8–9hrs SOT"),
                batt_efficiency=_p(8, "Dimensity 9300+ 4nm efficient"),
                batt_wireless=_p(0, "No wireless charging"),
                charg_wired_speed=_p(10, "120W HyperCharge — ~23 min 0→100% ⚡"),
                charg_wireless_speed=_p(0, "None"),
                charg_reverse=_p(0, "None"),
                charg_inbox_charger=_p(10, "120W in box ✅"),
                ram_capacity=_p(8, "12GB"),
                ram_type=_p(10, "LPDDR5X"),
                ram_os_management=_p(7, "HyperOS decent"),
                stor_capacity=_p(7, "256GB"),
                stor_speed=_p(10, "UFS 4.0"),
                stor_expandable=_p(0, "No microSD"),
                build_frame=_p(8, "Aluminium solid"),
                build_ip_rating=_p(8, "IP68"),
                build_front_glass=_p(9, "Gorilla Glass 5"),
                build_form_factor=_p(8, "Slim 8.39mm 209g"),
                soft_update_policy=_p(6, "4 years OS · 5 years security"),
                soft_bloatware=_p(6, "HyperOS some bloat"),
                soft_ai_features=_p(7, "Xiaomi AI features"),
                soft_ecosystem=_p(7, "Xiaomi ecosystem"),
                audio_speakers=_p(7, "Stereo Harman Kardon"),
                audio_headphone_jack=_p(0, "No 3.5mm"),
                audio_bt_codecs=_p(9, "LDAC + aptX HD"),
            ),
        ),

        Phone(
            id="op12", name="OnePlus 12", brand="OnePlus", os="android",
            price_pkr=189999, price_label="PKR 1,89,999",
            priceoye_url="https://priceoye.pk/search?q=OnePlus+12",
            whatmobile_url="https://www.whatmobile.com.pk/OnePlus_12",
            emoji="⚡", tags=["upper-mid", "hasselblad", "100w", "gaming"],
            highlights={"processor": "Snapdragon 8 Gen 3", "ram": "12GB LPDDR5X",
                        "storage": "256GB UFS 4.0", "display": '6.82" QHD+ 120Hz LTPO3',
                        "battery": "5400mAh", "charging": "100W · 50W wireless",
                        "camera": "50MP Hasselblad triple"},
            dims=PhoneDimensions(
                camera_main_sensor=_p(8, "50MP 1/1.43\" Sony LYT-808 large sensor"),
                camera_aperture=_p(8, "f/1.6 main excellent entry"),
                camera_optical_zoom=_p(7, "3x periscope telephoto"),
                camera_ultrawide=_p(8, "48MP f/2.2 high resolution"),
                camera_video=_p(8, "4K@120fps Hasselblad movie mode"),
                camera_night_mode=_p(8, "Hasselblad Natural Colour + AI night"),
                camera_front=_p(7, "32MP f/2.4"),
                camera_lens_quality=_p(9, "Hasselblad optics colour science XPan"),
                camera_ois=_p(8, "OIS + EIS dual"),
                perf_cpu=_p(9, "SD 8 Gen 3 flagship 2024"),
                perf_gpu=_p(9, "Adreno 750 excellent gaming"),
                perf_ram_type=_p(10, "LPDDR5X 12GB"),
                perf_thermal=_p(8, "Large vapor chamber"),
                perf_ai_chip=_p(8, "Snapdragon AI"),
                disp_resolution=_p(9, "QHD+ 3168×1440 510 PPI"),
                disp_brightness=_p(9, "4500 nits peak — very bright"),
                disp_color_accuracy=_p(9, "100% P3 Hasselblad colour"),
                disp_refresh_rate=_p(8, "1–120Hz LTPO3"),
                disp_technology=_p(9, "ProXDR AMOLED LTPO3 premium"),
                disp_touch_sampling=_p(9, "360Hz gaming grade"),
                batt_capacity=_p(9, "5400mAh largest in class"),
                batt_real_world_sot=_p(9, "~10hrs excellent"),
                batt_efficiency=_p(9, "SD8 Gen3 3nm efficient"),
                batt_wireless=_p(9, "50W AIRVOOC best-in-class Android wireless"),
                charg_wired_speed=_p(10, "100W SUPERVOOC — 25 min 0→100% 🚀"),
                charg_wireless_speed=_p(9, "50W wireless — class-leading"),
                charg_reverse=_p(5, "10W reverse"),
                charg_inbox_charger=_p(10, "100W charger + cable in box ✅"),
                ram_capacity=_p(8, "12GB"),
                ram_type=_p(10, "LPDDR5X"),
                ram_os_management=_p(9, "OxygenOS clean near-stock"),
                stor_capacity=_p(7, "256GB"),
                stor_speed=_p(10, "UFS 4.0"),
                stor_expandable=_p(0, "No microSD"),
                build_frame=_p(8, "Aluminium premium"),
                build_ip_rating=_p(9, "IP65 solid"),
                build_front_glass=_p(9, "Gorilla Glass Victus 2"),
                build_form_factor=_p(9, "Flowy Emerald silky glass 220g"),
                soft_update_policy=_p(7, "4 years OS · 5 years security"),
                soft_bloatware=_p(9, "OxygenOS near stock minimal bloat"),
                soft_ai_features=_p(7, "OnePlus AI AI Eraser"),
                soft_ecosystem=_p(7, "Standalone Buds integration"),
                audio_speakers=_p(8, "Stereo Dynaudio tuned"),
                audio_headphone_jack=_p(0, "No 3.5mm"),
                audio_bt_codecs=_p(10, "LDAC + aptX HD + AAC"),
            ),
        ),

        # ════════════════════════════════════════════════════
        #  FLAGSHIP  3L+ PKR
        # ════════════════════════════════════════════════════

        Phone(
            id="ip15", name="Apple iPhone 15", brand="Apple", os="ios",
            price_pkr=284999, price_label="PKR 2,84,999",
            priceoye_url="https://priceoye.pk/search?q=iPhone+15",
            whatmobile_url="https://www.whatmobile.com.pk/Apple_iPhone-15",
            emoji="🍃", tags=["flagship", "ios", "apple", "ecosystem", "usbc"],
            highlights={"processor": "Apple A16 Bionic", "ram": "6GB LPDDR5",
                        "storage": "128GB NVMe", "display": '6.1" Super Retina XDR 60Hz',
                        "battery": "3877mAh", "charging": "20W · 15W MagSafe",
                        "camera": "48MP Fusion · Dynamic Island"},
            dims=PhoneDimensions(
                camera_main_sensor=_p(8, "48MP 1/1.5\" Fusion sensor quality over MP"),
                camera_aperture=_p(8, "f/1.6 main · f/2.4 ultra"),
                camera_optical_zoom=_p(5, "2x optical crop — no dedicated tele"),
                camera_ultrawide=_p(7, "12MP f/2.4"),
                camera_video=_p(8, "4K@60fps Dolby Vision Cinematic Action Mode"),
                camera_night_mode=_p(8, "Photonic Engine excellent"),
                camera_front=_p(8, "12MP TrueDepth autofocus Cinematic"),
                camera_lens_quality=_p(9, "Apple custom lens best colour science"),
                camera_ois=_p(8, "Sensor-shift OIS"),
                perf_cpu=_p(9, "A16 Bionic — still top-tier 2026"),
                perf_gpu=_p(8, "5-core GPU hardware RT"),
                perf_ram_type=_p(7, "LPDDR5 6GB — iOS compensates"),
                perf_thermal=_p(9, "Apple sustained perf — no throttle"),
                perf_ai_chip=_p(8, "Neural Engine 16-core"),
                disp_resolution=_p(8, "2556×1179 Super Retina XDR 460 PPI"),
                disp_brightness=_p(8, "2000 nits peak"),
                disp_color_accuracy=_p(10, "100% P3 True Tone ΔE<1"),
                disp_refresh_rate=_p(3, "60Hz only — no ProMotion"),
                disp_technology=_p(8, "OLED — no LTPO no AOD"),
                disp_touch_sampling=_p(5, "60Hz touch matches screen"),
                batt_capacity=_p(5, "3877mAh — smallest in class"),
                batt_real_world_sot=_p(7, "~7hrs SOT A16 saves it"),
                batt_efficiency=_p(9, "A16 excellent efficiency"),
                batt_wireless=_p(6, "15W MagSafe"),
                charg_wired_speed=_p(3, "20W wired — ~95 min very slow"),
                charg_wireless_speed=_p(5, "15W MagSafe"),
                charg_reverse=_p(0, "None"),
                charg_inbox_charger=_p(0, "No charger"),
                ram_capacity=_p(5, "6GB iOS manages well"),
                ram_type=_p(8, "LPDDR5"),
                ram_os_management=_p(10, "iOS best-in-class RAM management"),
                stor_capacity=_p(5, "128GB limited"),
                stor_speed=_p(10, "Custom NVMe ~3000MB/s"),
                stor_expandable=_p(0, "None"),
                build_frame=_p(7, "Aluminium not titanium"),
                build_ip_rating=_p(10, "IP68 6m/30min deep rated"),
                build_front_glass=_p(10, "Ceramic Shield — very tough"),
                build_form_factor=_p(9, "Dynamic Island USB-C compact 171g"),
                soft_update_policy=_p(9, "6+ years iOS updates proven"),
                soft_bloatware=_p(10, "Zero bloatware cleanest OS"),
                soft_ai_features=_p(6, "Limited Apple Intelligence A16 partial"),
                soft_ecosystem=_p(10, "Full Apple ecosystem Mac iPad Watch AirPods"),
                audio_speakers=_p(8, "Stereo Spatial Audio"),
                audio_headphone_jack=_p(0, "No 3.5mm"),
                audio_bt_codecs=_p(6, "AAC only Apple limitation"),
            ),
        ),

        Phone(
            id="rogphone8", name="ASUS ROG Phone 8", brand="ASUS", os="android",
            price_pkr=339999, price_label="PKR 3,39,999",
            priceoye_url="https://priceoye.pk/search?q=ASUS+ROG+Phone+8",
            whatmobile_url="https://www.whatmobile.com.pk/Asus-ROG-Phone-8",
            emoji="🎮", tags=["flagship", "gaming", "165hz", "cooling", "pubg"],
            highlights={"processor": "Snapdragon 8 Gen 3", "ram": "16GB LPDDR5X",
                        "storage": "256GB UFS 4.0", "display": '6.78" FHD+ 165Hz AMOLED',
                        "battery": "5500mAh", "charging": "65W",
                        "camera": "50MP Sony IMX890 triple · front speakers"},
            dims=PhoneDimensions(
                camera_main_sensor=_p(7, "50MP 1/1.56\" Sony IMX890 solid"),
                camera_aperture=_p(7, "f/1.9 main"),
                camera_optical_zoom=_p(5, "No periscope — 3x digital"),
                camera_ultrawide=_p(7, "13MP f/2.2"),
                camera_video=_p(7, "4K@60fps decent for gaming phone"),
                camera_night_mode=_p(7, "Adequate night"),
                camera_front=_p(6, "32MP f/2.0"),
                camera_lens_quality=_p(6, "Standard optics not camera flagship"),
                camera_ois=_p(7, "OIS main only"),
                perf_cpu=_p(10, "SD 8 Gen 3 flagship — top Antutu"),
                perf_gpu=_p(10, "Adreno 750 gaming-grade GPU"),
                perf_ram_type=_p(10, "LPDDR5X 16GB gaming beast"),
                perf_thermal=_p(10, "AeroActive Cooler compatible best sustained"),
                perf_ai_chip=_p(8, "Game Genie AI frame boost"),
                disp_resolution=_p(7, "FHD+ 2400×1080"),
                disp_brightness=_p(8, "2500 nits peak great for gaming"),
                disp_color_accuracy=_p(8, "111.9% DCI-P3 vivid gaming"),
                disp_refresh_rate=_p(10, "165Hz — smoothest display available"),
                disp_technology=_p(9, "AMOLED MiraVision 1ms response"),
                disp_touch_sampling=_p(10, "720Hz — fastest available zero input lag"),
                batt_capacity=_p(9, "5500mAh largest in class gaming endurance"),
                batt_real_world_sot=_p(9, "~10–11hrs 4–5hrs gaming max settings"),
                batt_efficiency=_p(8, "SD8 Gen3 + ROG power management"),
                batt_wireless=_p(0, "None"),
                charg_wired_speed=_p(8, "65W HyperCharge ~45 min"),
                charg_wireless_speed=_p(0, "None"),
                charg_reverse=_p(0, "None"),
                charg_inbox_charger=_p(10, "65W charger + cable in box ✅"),
                ram_capacity=_p(10, "16GB most RAM of any phone in Pakistan"),
                ram_type=_p(10, "LPDDR5X"),
                ram_os_management=_p(8, "ROG UI Game Genie + reserve mode"),
                stor_capacity=_p(7, "256GB 512GB available"),
                stor_speed=_p(10, "UFS 4.0 fast game loading"),
                stor_expandable=_p(0, "No microSD"),
                build_frame=_p(8, "Aluminium gaming design side USB-C"),
                build_ip_rating=_p(7, "IP54 splash not submersible"),
                build_front_glass=_p(9, "Gorilla Glass Victus 2"),
                build_form_factor=_p(7, "Bulky 240g gaming triggers side ports"),
                soft_update_policy=_p(5, "2 years OS only"),
                soft_bloatware=_p(7, "ROG UI gaming focused minimal non-gaming bloat"),
                soft_ai_features=_p(7, "Game Genie AI frame interpolation latency"),
                soft_ecosystem=_p(6, "ASUS gaming ecosystem ROG accessories"),
                audio_speakers=_p(10, "Front-facing stereo loudest speakers of any phone"),
                audio_headphone_jack=_p(8, "3.5mm jack ✅ rare on flagships"),
                audio_bt_codecs=_p(10, "LDAC + aptX HD + gaming low-latency mode"),
            ),
        ),

        Phone(
            id="huawei70pro", name="Huawei Pura 70 Pro", brand="Huawei", os="android",
            price_pkr=229999, price_label="PKR 2,29,999",
            priceoye_url="https://priceoye.pk/search?q=Huawei+Pura+70+Pro",
            whatmobile_url="https://www.whatmobile.com.pk/Huawei-Pura-70-Pro",
            emoji="🌸", tags=["flagship", "leica", "variable-aperture", "88w", "no-google"],
            highlights={"processor": "Kirin 9010 (5nm)", "ram": "12GB LPDDR5",
                        "storage": "512GB UFS 3.1", "display": '6.8" Quad-curve LTPO OLED 120Hz',
                        "battery": "5050mAh", "charging": "88W · 50W wireless",
                        "camera": "50MP variable aperture f/1.4–f/4.0 · Leica · 5x periscope"},
            dims=PhoneDimensions(
                camera_main_sensor=_p(10, "50MP 1/1.4\" variable aperture — unique f/1.4–f/4.0"),
                camera_aperture=_p(10, "Variable aperture f/1.4–f/4.0 — only phone with true iris"),
                camera_optical_zoom=_p(10, "5x periscope + 3.5x optical — dual tele"),
                camera_ultrawide=_p(8, "13MP f/2.2"),
                camera_video=_p(8, "4K@60fps Leica colour profiles — no 8K"),
                camera_night_mode=_p(10, "Leica algorithms best-in-class low-light AIS"),
                camera_front=_p(8, "13MP f/2.4"),
                camera_lens_quality=_p(10, "Leica Summilux/Summarit certified — 7 elements"),
                camera_ois=_p(10, "OIS + AIS Huawei AI Stabilisation both lenses"),
                perf_cpu=_p(8, "Kirin 9010 5nm solid but trails SD 8 Elite"),
                perf_gpu=_p(7, "Maleoon 910 good media limited heavy gaming"),
                perf_ram_type=_p(8, "LPDDR5 12GB"),
                perf_thermal=_p(8, "Good thermal no aggressive throttle"),
                perf_ai_chip=_p(9, "Huawei NPU strong on-device AI"),
                disp_resolution=_p(9, "2844×1260 LTPO OLED 460 PPI"),
                disp_brightness=_p(9, "2500 nits peak"),
                disp_color_accuracy=_p(9, "100% P3 Leica colour science"),
                disp_refresh_rate=_p(8, "1–120Hz LTPO"),
                disp_technology=_p(9, "Quad-curve LTPO OLED premium"),
                disp_touch_sampling=_p(7, "300Hz"),
                batt_capacity=_p(8, "5050mAh solid"),
                batt_real_world_sot=_p(9, "~10hrs+ SOT excellent"),
                batt_efficiency=_p(9, "Kirin 9010 excellent power management"),
                batt_wireless=_p(10, "50W wireless fastest available"),
                charg_wired_speed=_p(9, "88W SuperCharge — ~30 min 0→100% 🚀"),
                charg_wireless_speed=_p(10, "50W wireless class-leading"),
                charg_reverse=_p(7, "20W reverse wireless"),
                charg_inbox_charger=_p(10, "88W charger included ✅"),
                ram_capacity=_p(8, "12GB"),
                ram_type=_p(8, "LPDDR5"),
                ram_os_management=_p(8, "HarmonyOS 4 efficient"),
                stor_capacity=_p(10, "512GB base most storage at tier"),
                stor_speed=_p(8, "UFS 3.1 ~2000MB/s"),
                stor_expandable=_p(0, "No microSD"),
                build_frame=_p(9, "Aluminium alloy premium"),
                build_ip_rating=_p(10, "IP68"),
                build_front_glass=_p(9, "Kunlun Glass very tough"),
                build_form_factor=_p(10, "Luxury vegan leather/glass back premium feel"),
                soft_update_policy=_p(7, "HarmonyOS updates — no Google services"),
                soft_bloatware=_p(8, "Clean HarmonyOS 4 minimal"),
                soft_ai_features=_p(8, "Strong AI — no Google ecosystem"),
                soft_ecosystem=_p(5, "No Google Play — Huawei AppGallery limited apps"),
                audio_speakers=_p(8, "Stereo Harman Kardon"),
                audio_headphone_jack=_p(0, "No 3.5mm"),
                audio_bt_codecs=_p(9, "LDAC + L2HC Huawei hi-res codec"),
            ),
        ),

        Phone(
            id="s25u", name="Samsung Galaxy S25 Ultra", brand="Samsung", os="android",
            price_pkr=414999, price_label="PKR 4,14,999",
            priceoye_url="https://priceoye.pk/search?q=Samsung+Galaxy+S25+Ultra",
            whatmobile_url="https://www.whatmobile.com.pk/Samsung_Galaxy-S25-Ultra",
            emoji="🏆", tags=["flagship", "premium", "s-pen", "camera", "gaming"],
            highlights={"processor": "Snapdragon 8 Elite (3nm)", "ram": "12GB LPDDR5X",
                        "storage": "256GB UFS 4.0", "display": '6.9" QHD+ 120Hz LTPO AMOLED',
                        "battery": "5000mAh", "charging": "45W · 15W wireless",
                        "camera": "200MP quad · 8K video · 5x periscope · S Pen"},
            dims=PhoneDimensions(
                camera_main_sensor=_p(10, "200MP 1/1.3\" Samsung ISOCELL HP2 — benchmark reference"),
                camera_aperture=_p(9, "f/1.7 main · f/3.4 periscope · f/2.2 ultrawide"),
                camera_optical_zoom=_p(10, "5x periscope + 3x optical dual tele system"),
                camera_ultrawide=_p(9, "50MP f/1.9 dual-pixel PDAF"),
                camera_video=_p(10, "8K@30fps · 4K@120fps · Log video · Director's View"),
                camera_night_mode=_p(10, "Expert RAW · Nightography AI multi-frame"),
                camera_front=_p(9, "12MP f/2.2 autofocus 4K"),
                camera_lens_quality=_p(9, "Custom Samsung optics multi-layer coating"),
                camera_ois=_p(10, "OIS on all 4 cameras + VDIS"),
                perf_cpu=_p(10, "SD 8 Elite fastest Android SoC 2025"),
                perf_gpu=_p(10, "Adreno 830 top-tier mobile GPU"),
                perf_ram_type=_p(10, "LPDDR5X 12GB fastest available"),
                perf_thermal=_p(8, "Large vapor chamber mild throttle 30min+ gaming"),
                perf_ai_chip=_p(10, "Hexagon NPU Galaxy AI Circle to Search on-device"),
                disp_resolution=_p(9, "QHD+ 3088×1440 498 PPI"),
                disp_brightness=_p(10, "2600 nits peak outdoor brightness"),
                disp_color_accuracy=_p(10, "100% DCI-P3 ΔE<1 factory calibration"),
                disp_refresh_rate=_p(8, "1–120Hz LTPO adaptive"),
                disp_technology=_p(10, "Dynamic AMOLED 2X Gorilla Armor 2"),
                disp_touch_sampling=_p(9, "240Hz touch S Pen 2.8ms latency"),
                batt_capacity=_p(8, "5000mAh solid flagship"),
                batt_real_world_sot=_p(8, "~8–9hrs SOT 1.5 day typical"),
                batt_efficiency=_p(9, "SD 8 Elite 3nm excellent"),
                batt_wireless=_p(7, "15W Qi2 compatible"),
                charg_wired_speed=_p(6, "45W · ~65 min — below competition at price"),
                charg_wireless_speed=_p(5, "15W wireless below competition"),
                charg_reverse=_p(5, "4.5W reverse wireless"),
                charg_inbox_charger=_p(0, "No charger in box"),
                ram_capacity=_p(8, "12GB"),
                ram_type=_p(10, "LPDDR5X fastest generation"),
                ram_os_management=_p(8, "One UI RAM Plus virtual RAM"),
                stor_capacity=_p(7, "256GB base 512GB/1TB available"),
                stor_speed=_p(10, "UFS 4.0 ~4200MB/s sequential"),
                stor_expandable=_p(0, "No microSD"),
                build_frame=_p(10, "Titanium armor frame grade 4"),
                build_ip_rating=_p(10, "IP68 2m/30min"),
                build_front_glass=_p(10, "Corning Gorilla Armor 2 anti-reflective"),
                build_form_factor=_p(9, "S Pen built-in 218g premium heft"),
                soft_update_policy=_p(10, "7 years OS + 7 years security updates"),
                soft_bloatware=_p(7, "Some Samsung/carrier apps"),
                soft_ai_features=_p(10, "Galaxy AI Circle to Search Live Translate on-device"),
                soft_ecosystem=_p(9, "Samsung Galaxy ecosystem DeX SmartThings S Pen"),
                audio_speakers=_p(9, "Stereo AKG tuned Dolby Atmos loud clear"),
                audio_headphone_jack=_p(0, "No 3.5mm"),
                audio_bt_codecs=_p(10, "LDAC + aptX HD + AAC hi-res wireless"),
            ),
        ),

        Phone(
            id="ip16pm", name="Apple iPhone 16 Pro Max", brand="Apple", os="ios",
            price_pkr=480999, price_label="PKR 4,80,999",
            priceoye_url="https://priceoye.pk/search?q=iPhone+16+Pro+Max",
            whatmobile_url="https://www.whatmobile.com.pk/Apple_iPhone-16-Pro-Max",
            emoji="🍎", tags=["flagship", "ios", "camera", "video", "ecosystem", "premium"],
            highlights={"processor": "Apple A18 Pro (3nm TSMC)", "ram": "8GB LPDDR5",
                        "storage": "256GB NVMe", "display": '6.9" Super Retina XDR 120Hz ProMotion',
                        "battery": "4685mAh", "charging": "30W · 25W MagSafe",
                        "camera": "48MP Fusion · ProRes 4K120fps · 5x periscope"},
            dims=PhoneDimensions(
                camera_main_sensor=_p(9, "48MP 1/1.28\" Fusion large individual pixel"),
                camera_aperture=_p(9, "f/1.78 main · f/2.2 ultra · f/2.8 periscope"),
                camera_optical_zoom=_p(9, "5x tetraprism periscope excellent reach"),
                camera_ultrawide=_p(9, "48MP f/2.2 macro ultrawide high resolution"),
                camera_video=_p(10, "4K@120fps ProRes Log Dolby Vision cinema grade"),
                camera_night_mode=_p(10, "Photonic Engine computational best-in-class"),
                camera_front=_p(9, "12MP TrueDepth autofocus 4K front"),
                camera_lens_quality=_p(10, "Apple custom precision-ground lens best colour science"),
                camera_ois=_p(10, "Sensor-shift OIS 2nd gen best stabilisation"),
                perf_cpu=_p(10, "A18 Pro fastest mobile chip 3nm TSMC"),
                perf_gpu=_p(10, "6-core GPU hardware ray tracing console gaming"),
                perf_ram_type=_p(9, "LPDDR5 8GB iOS uses extremely efficiently"),
                perf_thermal=_p(10, "Best sustained performance of any phone no throttle"),
                perf_ai_chip=_p(10, "Neural Engine 16-core Apple Intelligence on-device privacy"),
                disp_resolution=_p(9, "2868×1320 Super Retina XDR 460 PPI"),
                disp_brightness=_p(10, "2000 nits typical 1600 HDR Ceramic Shield"),
                disp_color_accuracy=_p(10, "100% P3 True Tone ΔE<1 Display P3"),
                disp_refresh_rate=_p(8, "1–120Hz ProMotion LTPO adaptive"),
                disp_technology=_p(10, "OLED ProMotion Always-On Ceramic Shield"),
                disp_touch_sampling=_p(9, "240Hz touch sampling"),
                batt_capacity=_p(7, "4685mAh smaller but A18 Pro offsets"),
                batt_real_world_sot=_p(9, "~10–11hrs best battery life of any iPhone ever"),
                batt_efficiency=_p(10, "A18 Pro 3nm most efficient mobile SoC"),
                batt_wireless=_p(7, "25W MagSafe Qi2 15W"),
                charg_wired_speed=_p(4, "30W wired ~75 min slow vs Android flagships"),
                charg_wireless_speed=_p(6, "25W MagSafe fastest for any iPhone"),
                charg_reverse=_p(0, "No reverse"),
                charg_inbox_charger=_p(0, "No charger"),
                ram_capacity=_p(6, "8GB less than Android peers iOS compensates"),
                ram_type=_p(9, "LPDDR5"),
                ram_os_management=_p(10, "iOS RAM management best-in-class zero app reloads"),
                stor_capacity=_p(7, "256GB base 512GB/1TB/2TB options"),
                stor_speed=_p(10, "Custom NVMe ~3000MB/s fastest mobile storage"),
                stor_expandable=_p(0, "None"),
                build_frame=_p(10, "Grade 5 Titanium aerospace grade"),
                build_ip_rating=_p(10, "IP68 6m/30min deepest rated"),
                build_front_glass=_p(10, "Ceramic Shield 2x tougher than competitors"),
                build_form_factor=_p(10, "Desert Titanium natural finish premium industrial"),
                soft_update_policy=_p(9, "6+ years iOS updates proven track record"),
                soft_bloatware=_p(10, "Zero bloatware clean iOS no ads"),
                soft_ai_features=_p(10, "Apple Intelligence Writing Tools Image Playground on-device"),
                soft_ecosystem=_p(10, "Best Apple ecosystem Mac iPad Apple Watch AirPods"),
                audio_speakers=_p(10, "Spatial Audio best stereo separation of any phone"),
                audio_headphone_jack=_p(0, "No 3.5mm USB-C era"),
                audio_bt_codecs=_p(6, "AAC only Apple limitation no LDAC"),
            ),
        ),
    ]