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Pending benchmarksTracking since Oct 20, 2026

Is Monarch 2 state of the art?Pending benchmarks.Announced Oct 20, 2026; no independent results yet.

Africa Compute Fund's general-purpose LLM with an emphasis on economic, institutional and development knowledge, including African economies, languages and contexts. The lab calls it open source but gave no weights link. It is offered through Monarch Chat, the Monarch API and Monarch Cloud.

Announced facts

The details so far

Lab
Africa Compute Fund
Announced
Oct 20, 2026
API
Live
Open weights
Unknown
Parameters
9B
Lab
Africa Compute Fund (Monarch)
Access
Monarch Chat, Monarch API and Monarch Cloud (lab blog)
Weights
Described as open source; no weights location givenunsure
Languages evaluated
Amharic, Hausa, Igbo, Somali, Swahili, Xhosa, Yoruba, Zulu, English, French and Portuguese
Support
UNDP, the AI Hub for Sustainable Development and CINECA (lab blog)

Tags marked unsure are not stated on the lab's own pages.

Next steps

What would let us call it

Verdicts use only independent boards we already track. Two consecutive snapshots are required before any crown.

  • Publicly announced with a source
  • Usable by the public (API or weights)
  • Listed on an independent board we track
  • Enough results for a rank in a category
  • Holds across two snapshots (crowns only)
Self-reported

What the lab claims

Self-reported. Shown for context; not used in any verdict.

Lab claim: on 125 held-out World Development Indicators questions, exact-answer accuracy rose from 51.2% to 85.6%.

Lab claim: on a 13,937-question Swahili MMMLU evaluation, accuracy rose from 43.37% to 49.54%.

Receipts

Sources

LABMonarch announcement on Xx.com/MonarchCompute/status/2112551005900435832 · Oct 20, 2026LABIntroducing Monarch 2 (Africa Compute Fund blog)africacomputefund.com/news/monarch-2 · Oct 20, 2026

Tracking continues until an independent board lists it.