BantuNomics· Nouns Enter the ecosystem
Live coverage · as of 2026-08-22 08:30 UTC

352 languages, aligned.

127 languages already cover all 83 concepts; the rest are climbing. Every count is read live and shown as-of.

Coverage · concepts of 83
LanguageConcepts
Nyaturu rim 83
Bomongo lol 83
Sangu sbp 83
Jita jit 83
Konongo kcz 83
Ndali ndh 83
Southern Ndebele nbl 83
Manyika mxc 83
Yela yel 83
Hunde hke 83
Lega lea 83
Shirima vmk 83
Kela kel 83
Kimbundu kmb 83
Kauma vau 83
Pogolo poy 83
Asu asa 83
Ndau nda 83
Ngindo nnq 83
Kumu kmw 83
Zanaki zak 83
Kota koq 83
Swahili swh 83
Suundi sdj 83
Kiluguru ruf 83
Sangu snq 83
Mwera mwe 83
Basaa bas 83
Nande nnb 83
Lomwe ngl 83
Lunda lun 83
Mbati mdn 83
Fipa fip 83
Takwane tke 83
Langi lag 83
Taveta tvs 83
Khumbi khu 83
Lenje leh 83
Manyanga mny 83
Teke-Eboo ebo 83
Tharaka · 83 concepts
Classes present
1 · 2 · 3 · 4 · 5 · 6 · 7 · 8 · 9 · 10 · 11 · 14 · 1a · 2a
Templates
NP01=40 · NP03=16 · NP02=11 · NP04=11 · NP14=5
Sample nouns
muntu / antucl 1→2
mwana / aanacl 1→2
mukazi / akazicl 1→2
mulume / alumecl 1→2
mutwe / mitwecl 3→4
iso / masocl 5→6
gitu / matucl 7→6
giboko / ibokocl 7→8
Access

Start where you are.

Prove it free, validate it on your own data, or license the whole program.

01 · Free
Evaluation

Score your model against the foundational layer — the Alphabet Test and the L26 Lite suite, with saved results. Self-serve, no cost.

Start evaluating →
Most labs start here
02 · 75 days
Validation Pilot

Three languages you choose — and everything we hold for them. Measured on your own held-out data.

Scope a pilot →
03 · Program
Full Annual Subscription

Every product, every language, the full consented corpus — and everything curated while you're subscribed.

Talk to us →