Evaluator Bench
evaluator; distance from a lab: 2

Apollo Research

Scorecard

Scheming and deception specialist; ran evaluations for every major lab; converted to a public benefit corporation in January 2026.

Public benefit corp, London, UK / San Francisco, US. Independent referee; listed with independent referees. Confidence high. Domains: scheming, autonomy, assurance.

No floor triggered 8/8 evidenced · Retrieved & confirmed Scores by preset: Lab procurement –; Regulator or auditor –; Public trust –; Equal weights –. Weakest evidenced dimension: funding 2/4. No evidenced dimension below 2 — not a pass. No floor triggered means no disqualifying conflict is on file, not a pass. Full evidence.

The weighted numbers are hidden until you ask for them: two readers with different priorities see different numbers, and neither is the site's.

What would move the score. Disclose revenue concentration by client and separate the product business from the evaluation practice.

Dissent, lower. Funding could be 1. Apollo asks the parties it evaluates to pay fair market value, says it ran evaluations for all major labs in 2025, and publishes no revenue split; its 2024 self-report named only about $2M of philanthropy, and its 2026 seed round included Macroscopic Ventures, an Anthropic Series A and B investor. If lab fees are the principal revenue, F.5 caps at 1, and a material lab-investor stake would cap at 1 under F.4.

Dissent, higher. Funding could be 3. Apollo's norms bar outcome-contingent pay and side grants or investments from evaluated labs; the PBC post says it remains partly philanthropy-supported, and the index records about $4.4M from Coefficient and $1.1M from SFF. A published cap holding lab revenue at or below 10% of annual revenue, with market rates and publication rights, would lift the F.3 cap to 3, the anchor for mostly philanthropic money with some lab-linked pooled funds.

Each value is the tightest admissible cap or, with no cap, the highest admissible floor, under RULES.md. The binding signal is highlighted. A dash means no admissible signal sets a bound under the Retrieved & confirmed policy.

Funding 2/4
Anchor 2: Labs pay per engagement; otherwise diversified.
evidence: tier 1 (filing/index)
Capped at 2 by apollo.02 (F.3): Requests fair-market-value compensation from the parties it evaluates; revenue depends on evaluated labs.; capped at 2 by apollo.15 (F.4): Macroscopic Ventures, an investor in Anthropic's Series A and B, participated in Apollo's January 2026 seed round; 50Y led and no stake sizes were disclosed.. Floors up to 2 from apollo.12 do not exceed the cap. Not counted under this policy: apollo.11 (no confirmed source (imported)).
Governance 2/4
Anchor 2: For-profit or PBC with a published COI policy.
evidence: tier 1 (filing/index)
Capped at 2 by apollo.03 (G.2): Converted from fiscally sponsored nonprofit to a public benefit corporation in January 2026.; capped at 2 by apollo.10 (G.3): January 2026 seed round led by 50Y with Juniper, Macroscopic Ventures (an Anthropic Series A and B investor), Common Metal, SAIF and individuals; amount not stated. Mission board seats designated as a governance safeguard.; capped at 2 by apollo.14 (G.3): Macroscopic Ventures, a participant in the seed round, lists Anthropic Series A and Series B among its investments.. Floors up to 2 from apollo.01, apollo.13 do not exceed the cap.
Curator: Anchor 2: for-profit PBC with a published COI policy and designated mission seats; investors include a lab investor. Previously mis-scored at 3 as if nonprofit.
Personnel 2/4
Anchor 2: Frequent two-way hiring; recusal on request.
evidence: tier 3 (self)
Floored at 2 by apollo.05 (P.5): Recusal rule for any individual with a financial interest in an evaluated organization.. No admissible signal caps it.
Access depth (lab-granted) 2/4
Anchor 2: Pre-release with safeguards off or extended time.
evidence: tier 3 (self)
mechanism: lab-controlled
Floored at 2 by apollo.06 (A.1): Ran pre-deployment evaluations for all major labs; contracted by UK AISI for deception evaluations.. No admissible signal caps it.
Scope control 3/4
Anchor 3: Evaluator sets scope and can add questions.
evidence: tier 3 (self)
Capped at 3 by apollo.07 (S.6): Co-authored anti-scheming research with OpenAI while acting as its external scheming evaluator..
Publication rights 2/4
Anchor 2: Publishes; lab reviews with broad redaction.
evidence: tier 3 (self)
mechanism: unknown
Floored at 2 by apollo.04 (R.7): Record of adverse findings published, including in-context scheming and evaluation awareness.. No admissible signal caps it.
Method transparency 2/4
Anchor 2: Methods described in prose.
evidence: tier 3 (self)
Floored at 2 by apollo.09 (M.2): Publishes evaluation methodology and papers; differential publishing policy documented.. No admissible signal caps it.
Role incompatibility 2/4
Anchor 2: Consults for labs.
evidence: tier 3 (self)
Capped at 2 by apollo.08 (X.1): Sells Watcher, a monitoring product, into the ecosystem it evaluates..

Values under each evidence policy

DimensionLeads includedRetrieved & confirmedAgainst interestVerified spansPrimary only
Funding22223
Governance22223
Personnel22–2–
Access depth (lab-granted)22–2–
Scope control3333–
Publication rights22–2–
Method transparency22–2–
Role incompatibility2222–
Score, Lab procurement– No floor triggered, 8/8– No floor triggered, 8/8– No floor triggered, 4/8– No floor triggered, 8/8– No floor triggered, 2/8
Score, Regulator or auditor– No floor triggered, 8/8– No floor triggered, 8/8– No floor triggered, 4/8– No floor triggered, 8/8– No floor triggered, 2/8
Score, Public trust– No floor triggered, 8/8– No floor triggered, 8/8– No floor triggered, 4/8– No floor triggered, 8/8– No floor triggered, 2/8
Score, Equal weights– No floor triggered, 8/8– No floor triggered, 8/8– No floor triggered, 4/8– No floor triggered, 8/8– No floor triggered, 2/8

Traced money and ties

hop 1: 1 row; hop 2: 3 rows (recommendation $3.7M); unattributed: 1 row. Confirmed rows: 4 of 5 (2 excluded after a re-fetch disagreed or could not be verified: T08, T33) Dollar sums: confirmed + unaudited USD rows only; imported figures are not re-derived and never summed. Second hop traced for 2 of 3 sources: untraced Fifty Years (50Y). Ties: Macroscopic Ventures (formerly Center for Emerging Risk Research) (investor, distance 1, confirmed). Checked and not found: 1.

Ledger

Money in

Checked and not found

  • N25 no Form D or other filing naming Apollo Research in EDGAR full-text search (2025-01-01 to 2026-09-15); no return of allotment (SH01) at Companies House for Apollo Research AI Ltd after its GBP 0.01 incorporation capital; PSC register states no registrable person
    Searched SEC EDGAR full-text search (forms D and unrestricted) and company-name search; Companies House filing history and PSC register for company 15289159 through 2026-04-10, snapshot 2026-09-15: no Form D or other filing naming Apollo Research in EDGAR full-text search (2025-01-01 to 2026-09-15); no return of allotment (SH01) at Companies House for Apollo Research AI Ltd after its GBP 0.01 incorporation capital; PSC register states no registrable person. confirmedhttps://efts.sec.gov/LATEST/search-index?q=%22Apollo%20Research%22&forms=D&dateRange=custom&startdt=2025-06-01&enddt=2026-09-15

Funding graph, focused

Every one-way chain to a lab and to an evaluator at full strength, everything else faded. Hover any name to trace its connections; click a name to open its page.

The funding graph around Apollo Research Teal lines are money (transfers); amber lines are roles. Solid: confirmed; dashed: imported. Hover a name to trace its chains to the labs and evaluators — each chain runs one way across the columns, never doubling back; hover a line for the row. Every element is a row in data/ledger/. Labs Direct lab ties Two steps Three or more Public or unattributed Evaluators Amazon Anthropic G42 Google / Google DeepMind Meta Microsoft OpenAI Thinking Machines Lab xAI AI Safety Fund (Frontier Model Alexandr Wang Andreessen Horowitz Anthropic employees (personal Ben Mann D.E. Shaw Ventures David Farhi Dustin Moskovitz Frontier-lab employees and alu Holden Karnofsky Jaan Tallinn Jeffrey Ladish Macroscopic Ventures (formerly Miles Brundage Neil Chowdhury Nvidia OpenAI employees (personal hol OpenAI Foundation Peter Mattson Sequoia Capital Zico Kolter Adam Gleave Artificial Intelligence Underw Clement Delangue Coefficient Giving (formerly O Good Ventures Foundation Jason Droege Longview Philanthropy Marco Mascorro Paul Christiano Rajiv Dattani Survival and Flourishing Fund Conrad Stosz Dan Hendrycks Mike McCormick Alec Radford Alignment Research Center Constellation Research Center ELMA Philanthropies Emerson Collective EU budget (Digital Europe Prog Fifty Years (50Y) Founders Pledge Founders Pledge (frontier AI f Gates Foundation Halcyon Futures High Tide Foundation Hillspire (Schmidt family offi Hudson River Trading Jacob Hilton MacKenzie Scott Magarac Venture Partners Obvious Ventures Redpoint Ventures Renaissance Philanthropy Salesforce Ventures Samsung Next Schmidt Sciences Silicon Valley Community Found Skoll Foundation Snowflake Ventures Swish Ventures Sympatico Ventures The Audacious Project (TED) UK government (DSIT) US government (NIST appropriat Valhalla Foundation Vanguard Charitable Wing Venture Capital Y Combinator Andon Labs Apollo Research AVERI Center for AI Safety Epoch AI EquiStamp EU AI Office FAR.AI Gray Swan Hugging Face Open Alignment In Irregular (formerly Pattern La METR Microsoft AI Red Team MLCommons Nemesys Insights Palisade Research RAND Corporation Redwood Research SaferAI Scale AI (SEAL) SecureBio Transluce UK AI Security Institute US CAISI (NIST)