| Name | Label | Kind | Unit / Values | Direction | Transform |
|---|---|---|---|---|---|
| price_usd | Price | numeric | USD | ↓ Lower | log1p |
| brand | Brand | nominal | DJI BetaFPV iFlight EMAX GEPRC | - | - |
| build_type | Build / Packaging Type | ordinal | 1.00Fly More Combo 0.80RTF Kit 0.70BNF 0.60Kit | - | - |
| recommended_skill_level | Recommended Skill Level | ordinal | 1.00All skill levels 0.80Beginner 0.50Intermediate and Expert | - | - |
| includes_goggles | Includes Goggles | boolean | - | - | - |
| includes_transmitter | Includes Radio Transmitter | boolean | - | - | - |
| includes_charger | Includes Charger | boolean | - | - | - |
| includes_battery | Includes Battery | boolean | - | - | - |
| usb_c_charging | USB-C Charging | boolean | - | - | - |
| auto_disarm | Auto-disarm on Crash | boolean | - | - | - |
| beeper | Includes Beeper / Locator | boolean | - | - | - |
| has_dvr | Onboard DVR | boolean | - | - | - |
| dual_antenna | Dual Antennas | boolean | - | - | - |
| firmware_updatable | Firmware Updatable / Configurable | boolean | - | - | - |
| weight_g | Weight | numeric | g | ↓ Lower | identity |
| wheelbase_mm | Wheelbase / Frame Size | numeric | mm | ↑ Higher | identity |
| frame_configuration | Frame Configuration | nominal | True-X Deadcat Cinewhoop Freestyle | - | - |
| prop_size_inch | Propeller Size | numeric | in | ↓ Lower | identity |
| motors_count | Motors | numeric | count | ↑ Higher | identity |
| motor_kv | Motor KV | numeric | KV | ↑ Higher | identity |
| battery_cells_s | Battery Cell Count | numeric | S | ↑ Higher | identity |
| battery_capacity_mAh | Battery Capacity | numeric | mAh | ↑ Higher | identity |
| battery_life_minutes | Typical Flight Time | numeric | minutes | ↑ Higher | identity |
| max_speed_kmh | Maximum Speed | numeric | km/h | ↑ Higher | log1p |
| max_takeoff_altitude_m | Maximum Takeoff Altitude | numeric | m | ↑ Higher | identity |
| video_range_km | Typical Video/Control Range | numeric | km | ↑ Higher | identity |
| camera_system | Camera / Video System | ordinal | 1.00DJI Digital 0.85HDZero Digital 0.60HD Analog 0.30Basic | - | - |
| fpv_system | FPV Transmission System | ordinal | 1.00DJI Digital 0.80HDZero Digital 0.40Analog | - | - |
| vtx_type | VTX Type | ordinal | 1.00DJI Digital 0.85HDZero Digital 0.70Analog High Power 0.50Analog Variable 0.30Analog Low Power | - | - |
| flight_controller | Flight Controller | ordinal | 1.00DJI 0.80F7 0.60F4 0.30Basic | - | - |
| esc_type | ESC Type | ordinal | 1.00High Power 4-in-1 0.70Medium Power 0.40Low Power 0.20Brushed | - | - |
| requires_license | Requires Additional License (region-specific) | boolean | - | - | - |
| charge_channels | Charger Channels Included | numeric | count | ↑ Higher | identity |
| Name | Label | Type | Weight |
|---|---|---|---|
| Affordabilityaffordability | |||
| price_usd | Price | numeric_inverse_ecdf | 1.00 |
| Performanceperformance | |||
| max_speed_kmh | Maximum Speed | numeric_ecdf | 0.20 |
| max_takeoff_altitude_m | Maximum Takeoff Altitude | numeric_ecdf | 0.20 |
| video_range_km | Typical Video/Control Range | numeric_ecdf | 0.20 |
| battery_life_minutes | Typical Flight Time | numeric_ecdf | 0.20 |
| motor_kv | Motor KV | numeric_ecdf | 0.10 |
| battery_capacity_mAh | Battery Capacity | numeric_ecdf | 0.10 |
| Usabilityusability | |||
| includes_goggles | Includes Goggles | atomic | 0.20 |
| includes_transmitter | Includes Radio Transmitter | atomic | 0.20 |
| includes_charger | Includes Charger | atomic | 0.20 |
| includes_battery | Includes Battery | atomic | 0.20 |
| usb_c_charging | USB-C Charging | atomic | 0.10 |
| firmware_updatable | Firmware Updatable / Configurable | atomic | 0.10 |
| Featuresfeatures | |||
| has_dvr | Onboard DVR | atomic | 0.20 |
| auto_disarm | Auto-disarm on Crash | atomic | 0.20 |
| beeper | Includes Beeper / Locator | atomic | 0.20 |
| dual_antenna | Dual Antennas | atomic | 0.10 |
| requires_license | Requires Additional License (region-specific) | atomic | 0.10 |
| Qualityquality | |||
| weight_g | Weight | numeric_inverse_ecdf | 0.38 |
| wheelbase_mm | Wheelbase / Frame Size | numeric_ecdf | 0.38 |
| motors_count | Motors | numeric_ecdf | 0.25 |
| Attribute | Type | Slider Label | Min Label | Max Label |
|---|---|---|---|---|
Price price_usd | atomic | Price | Low Price | High Price |
Brand brand | atomic | Brand | Avoid | Prefer |
Build / Packaging Type build_type | atomic | Build / Packaging Type | Basic Kit | Complete Combo |
Recommended Skill Level recommended_skill_level | atomic | Recommended Skill Level | Beginner | Expert |
Includes Goggles includes_goggles | atomic | Includes Goggles | No Goggles | Includes Goggles |
Includes Radio Transmitter includes_transmitter | atomic | Includes Radio Transmitter | No Transmitter | Includes Transmitter |
Includes Charger includes_charger | atomic | Includes Charger | No Charger | Includes Charger |
Includes Battery includes_battery | atomic | Includes Battery | No Battery | Includes Battery |
USB-C Charging usb_c_charging | atomic | USB-C Charging | No USB-C | USB-C Available |
Auto-disarm on Crash auto_disarm | atomic | Auto-disarm on Crash | No Auto-disarm | Auto-disarm Enabled |
Includes Beeper / Locator beeper | atomic | Includes Beeper / Locator | No Beeper | Beeper Included |
Onboard DVR has_dvr | atomic | Onboard DVR | No DVR | DVR Included |
Dual Antennas dual_antenna | atomic | Dual Antennas | Single Antenna | Dual Antennas |
Firmware Updatable / Configurable firmware_updatable | atomic | Firmware Updatable / Configurable | Non-updatable | Fully Configurable |
Weight weight_g | atomic | Weight | Lightweight | Heavyweight |
Wheelbase / Frame Size wheelbase_mm | atomic | Wheelbase / Frame Size | Compact Frame | Large Frame |
Frame Configuration frame_configuration | atomic | Frame Configuration | Avoid | Prefer |
Propeller Size prop_size_inch | atomic | Propeller Size | Small Propellers | Large Propellers |
Motors motors_count | atomic | Motors | Fewer Motors | More Motors |
Motor KV motor_kv | atomic | Motor KV | Low KV | High KV |
Battery Cell Count battery_cells_s | atomic | Battery Cell Count | Fewer Cells | More Cells |
Battery Capacity battery_capacity_mAh | atomic | Battery Capacity | Low Capacity | High Capacity |
Typical Flight Time battery_life_minutes | atomic | Typical Flight Time | Short Flight | Long Flight |
Maximum Speed max_speed_kmh | atomic | Maximum Speed | Slow Speed | Fast Speed |
Maximum Takeoff Altitude max_takeoff_altitude_m | atomic | Maximum Takeoff Altitude | Low Altitude | High Altitude |
Typical Video/Control Range video_range_km | atomic | Typical Video/Control Range | Short Range | Long Range |
Camera / Video System camera_system | atomic | Camera / Video System | Basic Camera | High-End Camera |
FPV Transmission System fpv_system | atomic | FPV Transmission System | Basic System | Advanced System |
VTX Type vtx_type | atomic | VTX Type | Low Power | High Power |
Flight Controller flight_controller | atomic | Flight Controller | Basic Controller | Advanced Controller |
ESC Type esc_type | atomic | ESC Type | Basic ESC | High-Performance ESC |
Requires Additional License (region-specific) requires_license | atomic | Requires Additional License | No License Required | License Required |
Charger Channels Included charge_channels | atomic | Charger Channels Included | Fewer Channels | More Channels |
Affordability affordability | composite | Affordability | High Price | Low Price |
Performance performance | composite | Performance | Low Performance | High Performance |
Usability usability | composite | Usability | Complex Setup | Easy Setup |
Features features | composite | Features | Basic Features | Advanced Features |
Quality quality | composite | Quality | Low Quality | High Quality |
A well-rounded choice for casual flyers and hobbyists who want a balance of features and quality.
Designed for creators focusing on high-quality aerial footage, prioritizing performance and quality.
For users looking for high-speed performance and advanced features for thrilling FPV racing experiences.
Perfect for families or casual users who want an easy-to-use, affordable drone for light recreational flying.
Ideal for adventurers wanting a durable drone with long-range capabilities and decent features.