KPI Database
Search and filter sustainability benchmarks across sectors. Every KPI is extracted from our published research articles with source links for full methodology.
11,134 KPIsacross9,087 sectorsfrom1,338 articles
| Metric / Cluster | Sector | Range | Unit | Pillar | |
|---|---|---|---|---|---|
Advanced nuclear (SMRs & Gen IV) | Capacity Factor | 92 – 92+ | % | Clean Energy | |
Advanced nuclear (SMRs & Gen IV) | Thermal Efficiency | 40 – 40+ | % | Clean Energy | |
Advanced nuclear (SMRs & Gen IV) | Construction Duration (FOAK) | 0 – 48 | months | Clean Energy | |
Advanced nuclear (SMRs & Gen IV) | Overnight Capital Cost (per kWe) | 3,500 – 5,000 | Clean Energy | ||
Advanced nuclear (SMRs & Gen IV) | LCOE (per MWh) | 55 – 80 | MWh | Clean Energy | |
Advanced nuclear (SMRs & Gen IV) | Planned Outage Rate | 0 – 4 | % | Clean Energy | |
Advanced nuclear (SMRs & Gen IV) | Refuelling Interval | 60 – 60+ | months | Clean Energy | |
Advanced nuclear (SMRs & Gen IV) | Process Heat Temperature (C) | 750 – 750+ | Clean Energy | ||
Advanced nuclear (SMRs & Gen IV) | Heat Delivery Efficiency | 80 – 80+ | % | Clean Energy | |
Advanced nuclear (SMRs & Gen IV) | Cogeneration Power-to-Heat Ratio | 0.8 – 0.8+ | Clean Energy | ||
Advanced nuclear (SMRs & Gen IV) | CO2 Displacement (tonnes/MWth/yr) | 5,000 – 5,000+ | MW | Clean Energy | |
Advanced nuclear (SMRs & Gen IV) | Industrial Site Footprint (m2/MWth) | 0 – 150 | MW | Clean Energy | |
Advanced nuclear (SMRs & Gen IV) | Hydrogen Production Cost (per kg) | 1.50 – 2.50 | Clean Energy | ||
Advanced nuclear (SMRs & Gen IV) | Electrolysis Efficiency (HHV) | 85 – 85+ | % | Clean Energy | |
Advanced nuclear (SMRs & Gen IV) | Thermochemical Cycle Efficiency | 50 – 50+ | % | Clean Energy | |
Advanced nuclear (SMRs & Gen IV) | Annual H2 Output (tonnes/100 MWe) | 16,000 – 16,000+ | MW | Clean Energy | |
Advanced nuclear (SMRs & Gen IV) | Core Damage Frequency (per reactor-yr) | 0 – 1 | Clean Energy | ||
Advanced nuclear (SMRs & Gen IV) | Emergency Planning Zone Radius (km) | 0 – 3 | Clean Energy | ||
Advanced nuclear (SMRs & Gen IV) | Lifecycle CO2 Emissions (g/kWh) | 0 – 5 | kWh | Clean Energy | |
Advanced nuclear (SMRs & Gen IV) | Spent Fuel Volume (m3/GWe-yr) | 0 – 5 | GW | Clean Energy | |
Advanced nuclear (SMRs & Gen IV) | Water Consumption (L/MWh) | 0 – 500 | MWh | Clean Energy | |
Agricultural robotics & autonomous farming | Weed Detection Accuracy | 95 – 95+ | % | Robotics & Automation | |
Agricultural robotics & autonomous farming | Crop Damage Rate | 0 – 1 | % | Robotics & Automation | |
Agricultural robotics & autonomous farming | Hectares per Day (Single Unit) | 10 – 10+ | Robotics & Automation | ||
Agricultural robotics & autonomous farming | Herbicide Reduction vs. Broadcast | 80 – 80+ | % | Robotics & Automation | |
Agricultural robotics & autonomous farming | Cost per Hectare (Operating) | 30 – 50 | Robotics & Automation | ||
Agricultural robotics & autonomous farming | Uptime (Field Hours / Shift Hours) | 85 – 85+ | % | Robotics & Automation | |
Agricultural robotics & autonomous farming | Picks per Hour (Strawberries) | 1,000 – 1,000+ | Robotics & Automation | ||
Agricultural robotics & autonomous farming | Picks per Hour (Tomatoes) | 800 – 800+ | Robotics & Automation | ||
Agricultural robotics & autonomous farming | Fruit Damage Rate | 0 – 2 | % | Robotics & Automation | |
Agricultural robotics & autonomous farming | Ripeness Selectivity Accuracy | 92 – 92+ | % | Robotics & Automation | |
Agricultural robotics & autonomous farming | Harvest Completeness (First Pass) | 85 – 85+ | % | Robotics & Automation | |
Agricultural robotics & autonomous farming | Cost per Kilogram Harvested | 0.08 – 0.15 | Robotics & Automation | ||
Agricultural robotics & autonomous farming | Input Reduction vs. Broadcast | 70 – 70+ | % | Robotics & Automation | |
Agricultural robotics & autonomous farming | Application Accuracy (Target Hit Rate) | 94 – 94+ | % | Robotics & Automation | |
Agricultural robotics & autonomous farming | Coverage Rate (Hectares/Hour) | 18 – 18+ | Robotics & Automation | ||
Agricultural robotics & autonomous farming | Spray Drift Reduction | 80 – 80+ | % | Robotics & Automation | |
Agricultural robotics & autonomous farming | Autonomy Duration (Hours Without Intervention) | 12 – 12+ | Robotics & Automation | ||
Agricultural robotics & autonomous farming | ROI Payback Period | 0 – 12 | months | Robotics & Automation | |
Agricultural robotics & autonomous farming | Disease/Pest Detection Lead Time | 14 – 14+ | Robotics & Automation | ||
Agricultural robotics & autonomous farming | Detection Accuracy (F1 Score) | 0.90 – 0.90+ | Robotics & Automation | ||
Agricultural robotics & autonomous farming | Spatial Resolution | 0 – 2 | Robotics & Automation | ||
Agricultural robotics & autonomous farming | Area Coverage per Day | 400 – 400+ | Robotics & Automation | ||
Agricultural robotics & autonomous farming | Actionable Alert Rate | 80 – 80+ | % | Robotics & Automation | |
Agricultural robotics & autonomous farming | Cost per Hectare per Season | 4 – 8 | Robotics & Automation | ||
Agrivoltaics & dual-use farmland | Land Equivalent Ratio | 1.5 – 1.5+ | Food, Agriculture & Materials | ||
Agrivoltaics & dual-use farmland | Relative Crop Yield | 95 – 95+ | % | Food, Agriculture & Materials | |
Agrivoltaics & dual-use farmland | Specific Energy Yield (kWh/kWp/yr) | 1,100 – 1,100+ | Wh/kWp | Food, Agriculture & Materials | |
Agrivoltaics & dual-use farmland | Machinery Clearance Height | 5.5 – 5.5+ | Food, Agriculture & Materials | ||
Agrivoltaics & dual-use farmland | PAR Coefficient of Variation | 0 – 0.20 | Food, Agriculture & Materials |
Showing 1–50 of 11,134
1 / 223
How we compile this data
Every KPI in this database is extracted programmatically from our published benchmark articles. Each article undergoes editorial review and cites primary sources including peer-reviewed research, industry reports, and government data. Benchmark ranges reflect real-world performance data from 2024–2026 deployments and assessments. We update this database whenever new articles are published. For full methodology and citations, click through to the source article for any KPI.