Model Library

Avoided emissions models
you can trust, audit, and act on.

Each model quantifies the climate impact of a specific technology, with transparent inputs, audit-grade provenance, and forward-looking market projections. Explore featured models below, or sign up to search the full library of 10,000+.

Food & Agriculture

Fermentation-Based Meat Alternatives

Fermentation-based protein-rich meat alternatives vs conventional beef production. 93.8% lifecycle emissions reduction.

Avoided64.62 t CO2e / t beef
Market84.9 Mt beef (2035)
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Heavy Industry

AI-Powered Robotic Analytics for Steelmaking

AI-driven robotics and predictive analytics for BF-BOF steelmaking. 3.5% reduction, ~106 Mt max avoidable at scale.

Avoided0.077 t CO2e / t steel
Market1.37B t steel (2035)
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Aviation & Fuels

CCU-Based Sustainable Aviation Fuel

Carbon capture and utilization for aviation fuel via Fischer-Tropsch synthesis. 86% reduction vs conventional jet fuel.

Avoided75.15 Mt CO2e / EJ fuel
Market18.8 EJ jet fuel (2035)
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Technology

Decentralized Sustainable AI Computing

Distributed edge-cloud platform for AI workloads vs conventional data centers. 9.5% reduction in a fast-growing market.

Avoided0.031 Mt CO2e / TWh DC
Market647 TWh DC energy (2035)
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Transport

Advanced Electrolyte for EV Batteries

Drop-in solid polymer electrolyte for EV battery packs. 23.1% lifecycle reduction, ~143 Mt max avoidable.

Avoided20.45 kg CO2e / kWh battery
Market7.0B kWh EV battery (2035)
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