Funder rubrics (4)
Each eval asks a model to act as a grantmaker from one of these funds. Rubrics summarize thesis, team, and check sizes from public sources.
Long-Term Future Fund (LTFF)
typical check $5k–$200k for nearly all grants (published grants run from $1,500 up to ~$316k for programs like SERI MATS); average grant $34.6k in Mar 2022–Mar 2023 and ~$38k in May 2023–Mar 2024, implying a rough median of ~$25k–$35k · ~$5.4M paid out over the last fully-reported period (May 2023–Mar 2024, 11 months; $6.29M recommended), i.e. ~$6M/year — the rate Manifund's bulletin also cites as of mid-2026; peak was ~$9.1M in Mar 2022–Mar 2023. · ~100–200/year recently (141 grants in May 2023–Mar 2024; 263 in Mar 2022–Mar 2023 at peak funding) grants/yr
Survival and Flourishing Fund (SFF)
typical check Roughly $5k–$1.6M per org per round; median around $150k–$250k. SFF-2024: largest $1.62M (Center for AI Safety Action Fund), smallest $5k (Foxglove). SFF-2025: largest $1.5M (SecureDNA), smallest ~$16k. Speculation Grants are typically ≤$400k (each Speculator's default budget). · ~$41M distributed in 2024; ~$34.9M in the SFF-2025 round ($33M in 2023, $16M in 2022). Site total: ~$152M coordinated since 2019. 2026 rounds estimate $20–40M. · ~90–100 organizations per year (89 orgs in SFF-2024 round; ~90+ in SFF-2025; Manifund bulletin: "~$30-40m across 100 grants in recent years") grants/yr
Coefficient Giving — Navigating Transformative AI Fund
typical check $25k (research expenses) to multi-million multi-year org support; median on the order of $200k–$400k (approximate) · ~$46–50M/year on AI safety & governance through this fund (2025, per Inside Philanthropy; approximate — Open Phil's historical AI spend has been higher some years) · ~100–200/year (440+ total through the fund as of 2026; approximate) grants/yr
Coefficient Giving — Global Catastrophic Risks Opportunities Fund
typical check $10k–$500k; many individual grants in the $25k–$100k range (approximate) · on the order of $20–40M/year across GCR capacity-building programs (approximate) · hundreds of mostly-small grants/year (approximate) grants/yr