KANZI
EA
Prospectivity

Model runs

Every prospectivity surface, the record behind it, and whether it is allowed to rank ground.

Ranking method
Current models
6
One per commodity
Ranking ground
5
Blind test passed and signed
Blocked
1
Held back from ranking
Editions kept
10
Versioned, never overwritten
6 of 10 editions
RunCommodityAlgorithmBlind sitesCapture at 10%High classResolutionAccepted byRanRanking
au-v1.1 Current Au GoldGradient-boosted trees, greenstone shear model 71% / 70%62%1,180 km² (94.4%)250 mK. Dlamini, FGSSA10 Sept 2026 Ranks ground
cu-v3.2 Current Cu CopperGradient-boosted trees, redox-constrained 100% / 70%79%6,240 km² (95.8%)250 mT. Kgosi, Pr.Sci.Nat08 Sept 2026 Ranks ground
li-v1.4 Current Li LithiumPhysics-constrained ensemble, brine residence model 75% / 50%66%2,100 km² (94.3%)500 mM. Mokgatlhe, MAusIMM CP02 Sept 2026 Ranks ground
ni-v2.0 Current Ni NickelGradient-boosted trees, magmatic sulphide model 75% / 65%71%410 km² (95.6%)200 mK. Dlamini, FGSSA04 Sept 2026 Ranks ground
ree-v0.9 Current REE Rare earthsSemi-supervised anomaly detection, carbonatite model 67% / 50%48%780 km² (94.6%)500 m Awaiting review16 Sept 2026 Does not rank
u-v1.0 Current U UraniumGradient-boosted trees, palaeochannel model 60% / 60%60%1,340 km² (94.8%)250 mT. Kgosi, Pr.Sci.Nat12 Sept 2026 Ranks ground