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Manta

Empero, a German AI lab, announced Manta, a long-context model it says reads 100 million tokens in one prompt. Access is invite-only and nothing is independently verified.

Empero claims Manta holds about 100 million tokens of context in a single prompt. In its own recall test on 88 million tokens of SEC filings, it found 18 of 20 hidden codes. It also showed a 7.4 million token coding session as anecdotal examples, with no quantitative scores.

Date
Friday 6 November 2026
Lab
Empero
Kind
model
Access
research preview

Figures

MeasureValueMeasured by
Claimed context window100 million tokens
company claim, not independently verified
company
Hidden code recall at 88M tokens (20 codes)18 of 20 (90%)
test data was 346 MB, 1,269 S&P 500 10-K and 10-Q filings
company
Hidden code recall (50 codes)43 of 50 (86%)
secondary test as reported by coverage
company

Early access is by waitlist under a confidentiality agreement. Empero announced Manta on X as @EmperoAI on 2026-11-06, and the lab's page is empero.org/manta.

Sources

  1. pasqualepillitteri.it/en/news/31102/empero-unveils-manta-100-million-token-model

This record was partly confirmed: some claims could not be checked on 8 November 2026. How we check

Read the daily brief for 6 November 2026