charity evaluator

GiveWell

An evidence-focused charity evaluator that researches cost-effective giving opportunities and publishes extensive reasoning, mistakes, and grant recommendations. GiveWell scores well because the model leaves more value with stakeholders and ownership is comparatively aligned, though person-dependent governance and ideological disavowal still limits the evaluation.

Why this matters: GiveWell is a high-end example of donor research as institutional power over charity funding flows.

Letter grade A Good Medium confidence (AI) Rubric gcd-rubric-v1 Last reviewed May 7, 2026

Final Score 58* A - Good

AGOOD58 pts

* Tentative scaffolding score. Not human-checked or final.

Base Material53

Bonus+11

Cap66No structure cap

After Cap64

Penalties-6

!Not Verified

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Evaluation Overview

A - Good

The score turns mainly on Extraction, with the largest penalty coming from Reversibility.

Strengths

Extraction9/10
Ownership8/10
Governance7/10

Penalties

Reversibility-5
Ideological Disavowal-1

Evidence state

ConfidenceMedium confidence (AI)
ThoroughnessDeveloped (AI)
Linked claims15
Direct axis claims15
Coverage15/15

Scoring Axes

Axis	Score	Why this score
Ownership ? Control rights: shareholder-dominated at 0, worker cooperative control at 10.	8 / 10	GiveWell researches and recommends highly cost-effective charities and publishes detailed research process materials. Calibration notes Comparative anchor: Column-spectrum position: 168 scored entries below, 32 tied, 26 above on Ownership. Linked evidence context GiveWell researches and recommends highly cost-effective charities and publishes detailed research process materials. [1] GiveWell is a nonprofit research evaluator rather than a beneficiary-owned or donor-owned democratic grantmaking institution. [2]
Governance ? Binding decision authority: centralized control at 0, democratic stakeholder control at 10.	7 / 10	GiveWell researches and recommends highly cost-effective charities and publishes detailed research process materials. GiveWell researches and recommends highly cost-effective charities and publishes detailed research process materials. That places GiveWell in the middle of Governance: there are accountability mechanisms, but they stop short of broad democratic control. The value stays below the top tier because the linked record does not show full democratic control, non-extractive lock-in, or complete stakeholder protection on this axis. Calibration notes Comparative anchor: Column-spectrum position: 163 scored entries below, 28 tied, 35 above on Governance. Linked evidence GiveWell researches and recommends highly cost-effective charities and publishes detailed research process materials. [1]
Extraction ? Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.	9 / 10	GiveWell researches and recommends highly cost-effective charities and publishes detailed research process materials. GiveWell researches and recommends highly cost-effective charities and publishes detailed research process materials. That places GiveWell high on Extraction: surplus is structurally routed toward workers, producers, users, or public benefit instead of being primarily captured upward. A still-higher or maximum value requires stronger proof that this structure is durable, broad, and not merely discretionary. Calibration notes Comparative anchor: Column-spectrum position: 208 scored entries below, 18 tied, 0 above on Extraction. Linked evidence context GiveWell researches and recommends highly cost-effective charities and publishes detailed research process materials. [1] GiveWell reduces donor information asymmetry by publishing charity research, but it concentrates attention and funds through its own evaluative framework. [3]
Labor Sovereignty ? Worker power: coercive conditions at 0, co-determination or ownership at 7. Employee dissatisfaction matters only when source-backed evidence shows concrete limits on worker agency, such as coercive scheduling, retaliation, wage theft, harassment, unsafe conditions, suppression of worker voice, or extreme turnover.	3 / 7	GiveWell researches and recommends highly cost-effective charities and publishes detailed research process materials. GiveWell researches and recommends highly cost-effective charities and publishes detailed research process materials. That places GiveWell in the middle of Labor Sovereignty: workers or participants have some protection or agency, but not enough binding power to control the relationship. The value stays below the top tier because the linked record does not show full democratic control, non-extractive lock-in, or complete stakeholder protection on this axis. Calibration notes Comparative anchor: Column-spectrum position: 45 scored entries below, 66 tied, 115 above on Labor Sovereignty. Linked evidence context GiveWell researches and recommends highly cost-effective charities and publishes detailed research process materials. [1] GiveWell evaluates programs and charities but does not give charity workers, field staff, or beneficiaries binding control over recommendations. [4]
Solidarity with the Unemployed ? Treatment of exits and nonworkers, including severance, redeployment, and non-competes.	4 / 7	GiveWell researches and recommends highly cost-effective charities and publishes detailed research process materials. GiveWell researches and recommends highly cost-effective charities and publishes detailed research process materials. That places GiveWell in the middle of Solidarity with the Unemployed: some access, severance, retraining, openness, or mutual-aid value is present, but it is not central or durable. The value stays below the top tier because the linked record does not show full democratic control, non-extractive lock-in, or complete stakeholder protection on this axis. Calibration notes Comparative anchor: Column-spectrum position: 127 scored entries below, 30 tied, 69 above on Solidarity with the Unemployed. Linked evidence context GiveWell researches and recommends highly cost-effective charities and publishes detailed research process materials. [1] GiveWell directs attention toward high-impact global health and poverty interventions, creating indirect solidarity with people outside wealthy employment markets. [5]
Loss-Bearing Fidelity ? Willingness to absorb costs to preserve values, workers, users, and public obligations.	7 / 7	GiveWell researches and recommends highly cost-effective charities and publishes detailed research process materials. Calibration notes Comparative anchor: Column-spectrum position: 218 scored entries below, 8 tied, 0 above on Loss-Bearing Fidelity. Linked evidence context GiveWell researches and recommends highly cost-effective charities and publishes detailed research process materials. [1] GiveWell publishes reasoning and mistakes, but the costs of wrong recommendations are borne mainly by beneficiaries and grantees rather than by the evaluator. [6]
Market Conduct ? Pricing fairness, switching costs, lock-in, and rent extraction.	5 / 5	GiveWell researches and recommends highly cost-effective charities and publishes detailed research process materials. GiveWell researches and recommends highly cost-effective charities and publishes detailed research process materials. That places GiveWell high on Market Conduct: pricing, access, switching, and bargaining practices show restraint compared with ordinary rent-seeking competitors. A still-higher or maximum value requires stronger proof that this structure is durable, broad, and not merely discretionary. Calibration notes Comparative anchor: Column-spectrum position: 180 scored entries below, 46 tied, 0 above on Market Conduct. Linked evidence context GiveWell researches and recommends highly cost-effective charities and publishes detailed research process materials. [1] GiveWell improves donation-market conduct by making evidence, cost-effectiveness, and recommendation reasoning unusually explicit. [7]
Product Integrity ? Preservation of quality rather than degradation for monetization.	5 / 5	GiveWell researches and recommends highly cost-effective charities and publishes detailed research process materials. GiveWell researches and recommends highly cost-effective charities and publishes detailed research process materials. That places GiveWell high on Product Integrity: the core offering is genuinely useful and comparatively less dependent on traps, degradation, or harmful dependencies. A still-higher or maximum value requires stronger proof that this structure is durable, broad, and not merely discretionary. Calibration notes Comparative anchor: Column-spectrum position: 134 scored entries below, 92 tied, 0 above on Product Integrity. Linked evidence context GiveWell researches and recommends highly cost-effective charities and publishes detailed research process materials. [1] GiveWell’s core product is transparent charity research and grantmaking guidance with strong usefulness for donors seeking evidence-backed impact. [8]
Scale Integrity ? Whether growth improves or degrades fairness and accountability.	5 / 5	GiveWell researches and recommends highly cost-effective charities and publishes detailed research process materials. Calibration notes Comparative anchor: Column-spectrum position: 191 scored entries below, 35 tied, 0 above on Scale Integrity. Linked evidence context GiveWell researches and recommends highly cost-effective charities and publishes detailed research process materials. [1] GiveWell’s research can move large sums of money, so methodological strengths and errors both scale into real program and beneficiary consequences. [9]

Penalties

Penalty	Applied	Why this penalty
Reversibility ? Applied when positive conduct depends on current living leaders, founders, family owners, or other person-contingent governance rather than durable structure. Range: -5 to 0.	-5	The organization’s positive conduct depends materially on current leadership, nonprofit or platform policy, accreditation rules, religious culture, or discretionary operating practice rather than on locked worker or affected-stakeholder control. The organization’s positive conduct depends materially on current leadership, nonprofit or platform policy, accreditation rules, religious culture, or discretionary operating practice rather than on locked worker or affected-stakeholder control. That warrants a severe Reversibility penalty because favorable conduct depends on current people or discretionary leadership rather than locked stakeholder structure. The value is near the floor because the conduct appears central, large-scale, repeated, or institutionally powerful rather than incidental. Calibration notes Comparative anchor: Column-spectrum position: 0 scored entries below, 95 tied, 131 above on Reversibility. Linked evidence The organization’s positive conduct depends materially on current leadership, nonprofit or platform policy, accreditation rules, religious culture, or discretionary operating practice rather than on locked worker or affected-stakeholder control. [14]
Ideological Disavowal ? Concealed ideology presented as neutrality, expertise, professional necessity, public-service administration, market inevitability, or non-ideological common sense while exercising power. Range: -3 to 0.	-1	GiveWell's public framing is assessed as ideological-disavowal evidence because GiveWell shows bounded neutrality theater: some contested choices are softened through expertise,… GiveWell's public framing is assessed as ideological-disavowal evidence because GiveWell shows bounded neutrality theater: some contested choices are softened through expertise, public-interest, professional, market, safety, or institutional language, but the record does not show dominant concealment of standpoint. That warrants a limited Ideological Disavowal penalty because the institution presents situated, contested choices as neutrality, expertise, inevitability, safety, or common sense. The value is limited because the linked record shows a real problem but not one that dominates the profile on this axis. Calibration notes Comparative anchor: Ideological Disavowal 0 to -3 recalibration: 0 for explicit standpoint or no penalty-level neutrality theater; -1 for bounded softening of contested choices; -2 for strong neutrality theater by a powerful institution; -3 for major gatekeeping or coercive power presented as neutral, necessary, objective, or non-ideological. Uncertainty This recalibration uses public self-presentation and profile evidence; later review should add direct language-analysis evidence for high-impact institutions. Linked evidence GiveWell's public framing is assessed as ideological-disavowal evidence because GiveWell shows bounded neutrality theater: some contested choices are softened through expertise, public-interest, professional, market, safety, or institutional language, but the record does not show dominant concealment of standpoint. [15]

Bonus Credits

Bonus	Credit	Why this credit
Openness to Dissent ? Credit for tolerating internal, user, customer, worker, and public dissent without retaliation, capture, or viewpoint laundering.	3 / 3	GiveWell publishes reasoning, updates, and mistakes, creating unusually inspectable research records for public challenge. Calibration notes Comparative anchor: Column-spectrum position: 216 scored entries below, 10 tied, 0 above on Openness to Dissent. Linked evidence GiveWell publishes reasoning, updates, and mistakes, creating unusually inspectable research records for public challenge. [10]
Constitutional Spirit ? Credit for respecting constitutional rights and civil-liberties norms even where private law does not strictly require it.	2 / 3	GiveWell’s transparency model supports donor autonomy by exposing evidence and uncertainty rather than asking for blind trust. GiveWell’s transparency model supports donor autonomy by exposing evidence and uncertainty rather than asking for blind trust. That supports partial Constitutional Spirit credit because the institution respects speech, privacy, due process, conscience, or civil-liberties norms beyond bare legal compulsion. The value remains partial because the linked record does not show the practice as comprehensive, durable, or central enough for full credit. Calibration notes Comparative anchor: Column-spectrum position: 188 scored entries below, 23 tied, 15 above on Constitutional Spirit. Linked evidence GiveWell’s transparency model supports donor autonomy by exposing evidence and uncertainty rather than asking for blind trust. [11]
Good Deal ? Credit for unusually fair value: durable quality, fair pricing, low lock-in, and clear customer surplus.	3 / 3	GiveWell’s public research is designed to help donors move money to interventions with unusually high expected benefit per dollar. Calibration notes Comparative anchor: Column-spectrum position: 200 scored entries below, 26 tied, 0 above on Good Deal. Linked evidence GiveWell’s public research is designed to help donors move money to interventions with unusually high expected benefit per dollar. [12]
Cost Transparency ? Credit for clear posted prices, all-in fees, unit costs, public rate cards, margin/cost visibility, or surplus-allocation transparency, especially in markets where opaque quotes, hidden fees, or individualized pricing are normal.	3 / 3	GiveWell publishes cost-effectiveness analysis, grant reasoning, and public updates about mistakes and changes in judgment. Calibration notes Comparative anchor: Column-spectrum position: 214 scored entries below, 12 tied, 0 above on Cost Transparency. Linked evidence GiveWell publishes cost-effectiveness analysis, grant reasoning, and public updates about mistakes and changes in judgment. [13]

Confidence Basis

Confidence is computed from the evidence trail and review state, not typed into the profile by hand.

Medium 77/100

15 verified linked claims 15 direct axis claims 0 disputed claims 15/15 components covered

This confidence label measures the source-backed evidence trail. AI-scaffolded scores remain tentative until human review.

Claim confidence 13/20

15 verified linked claims

Source quality 12/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 14/18

15 direct claims across 15 active components

Dispute load 12/12

0 disputed claims on this entity

Recency 10/10

Newest accepted timestamp: May 13, 2026

Reviewer status 7/12

Human-reviewed components score higher than AI scaffolding

Component coverage 10/10

15/15 evidence-bearing components have direct support

Evidence State

Profile stateAI draft / human-pending

VerificationUnverified

ConfidenceMedium confidence (AI)

ThoroughnessDeveloped (AI)

Correction routeUse “Challenge this rating” for factual errors, missing counterevidence, source problems, or calculation mistakes.

Company responseCompany representatives can submit source-backed corrections; payment never changes scores or reviewer authority.

Claims and Sources

Claims are the evidence record. Each claim needs a source link, axis category, status, confidence level, and timestamp before it can support a score.

* Tentative scaffolding score. Not human-checked or final.

1GiveWell researches and recommends highly cost-effective charities and publishes detailed research process materials.

Governance Verified Medium confidence Human-reviewed May 7, 2026

GiveWell AboutOfficial self-description · 68%
GiveWell Research ProcessGeneral web source · 58%

2GiveWell is a nonprofit research evaluator rather than a beneficiary-owned or donor-owned democratic grantmaking institution.

Ownership Verified Medium confidence Human-reviewed May 12, 2026

GiveWell AboutOfficial self-description · 68%
GiveWell Research ProcessGeneral web source · 58%
GiveWell Cost-Effectiveness AnalysisGeneral web source · 58%
GiveWell MistakesGeneral web source · 58%
GiveWell Top CharitiesGeneral web source · 58%
GiveWell official siteGeneral web source · 58%

3GiveWell reduces donor information asymmetry by publishing charity research, but it concentrates attention and funds through its own evaluative framework.

Extraction Verified Medium confidence Human-reviewed May 12, 2026

GiveWell AboutOfficial self-description · 68%
GiveWell Research ProcessGeneral web source · 58%
GiveWell Cost-Effectiveness AnalysisGeneral web source · 58%
GiveWell MistakesGeneral web source · 58%
GiveWell Top CharitiesGeneral web source · 58%
GiveWell official siteGeneral web source · 58%

4GiveWell evaluates programs and charities but does not give charity workers, field staff, or beneficiaries binding control over recommendations.

Labor Sovereignty Verified Medium confidence Human-reviewed May 12, 2026

GiveWell AboutOfficial self-description · 68%
GiveWell Research ProcessGeneral web source · 58%
GiveWell Cost-Effectiveness AnalysisGeneral web source · 58%
GiveWell MistakesGeneral web source · 58%
GiveWell Top CharitiesGeneral web source · 58%
GiveWell official siteGeneral web source · 58%

5GiveWell directs attention toward high-impact global health and poverty interventions, creating indirect solidarity with people outside wealthy employment markets.

Solidarity Unemployed Verified Medium confidence Human-reviewed May 12, 2026

GiveWell AboutOfficial self-description · 68%
GiveWell Research ProcessGeneral web source · 58%
GiveWell Cost-Effectiveness AnalysisGeneral web source · 58%
GiveWell MistakesGeneral web source · 58%
GiveWell Top CharitiesGeneral web source · 58%
GiveWell official siteGeneral web source · 58%

6GiveWell publishes reasoning and mistakes, but the costs of wrong recommendations are borne mainly by beneficiaries and grantees rather than by the evaluator.

Loss Bearing Fidelity Verified Medium confidence Human-reviewed May 12, 2026

GiveWell AboutOfficial self-description · 68%
GiveWell Research ProcessGeneral web source · 58%
GiveWell Cost-Effectiveness AnalysisGeneral web source · 58%
GiveWell MistakesGeneral web source · 58%
GiveWell Top CharitiesGeneral web source · 58%
GiveWell official siteGeneral web source · 58%

7GiveWell improves donation-market conduct by making evidence, cost-effectiveness, and recommendation reasoning unusually explicit.

Market Conduct Verified Medium confidence Human-reviewed May 12, 2026

GiveWell AboutOfficial self-description · 68%
GiveWell Research ProcessGeneral web source · 58%
GiveWell Cost-Effectiveness AnalysisGeneral web source · 58%
GiveWell MistakesGeneral web source · 58%
GiveWell Top CharitiesGeneral web source · 58%
GiveWell official siteGeneral web source · 58%

8GiveWell’s core product is transparent charity research and grantmaking guidance with strong usefulness for donors seeking evidence-backed impact.

Product Integrity Verified Medium confidence Human-reviewed May 12, 2026

GiveWell AboutOfficial self-description · 68%
GiveWell Research ProcessGeneral web source · 58%
GiveWell Cost-Effectiveness AnalysisGeneral web source · 58%
GiveWell MistakesGeneral web source · 58%
GiveWell Top CharitiesGeneral web source · 58%
GiveWell official siteGeneral web source · 58%

9GiveWell’s research can move large sums of money, so methodological strengths and errors both scale into real program and beneficiary consequences.

Scale Integrity Verified Medium confidence Human-reviewed May 12, 2026

GiveWell AboutOfficial self-description · 68%
GiveWell Research ProcessGeneral web source · 58%
GiveWell Cost-Effectiveness AnalysisGeneral web source · 58%
GiveWell MistakesGeneral web source · 58%
GiveWell Top CharitiesGeneral web source · 58%
GiveWell official siteGeneral web source · 58%

10GiveWell publishes reasoning, updates, and mistakes, creating unusually inspectable research records for public challenge.

Openness To Dissent Verified Medium confidence Human-reviewed May 7, 2026

GiveWell MistakesGeneral web source · 58%

11GiveWell’s transparency model supports donor autonomy by exposing evidence and uncertainty rather than asking for blind trust.

Constitutional Spirit Verified Medium confidence Human-reviewed May 7, 2026

GiveWell Research ProcessGeneral web source · 58%

12GiveWell’s public research is designed to help donors move money to interventions with unusually high expected benefit per dollar.

Good Deal Verified Medium confidence Human-reviewed May 7, 2026

GiveWell Top CharitiesGeneral web source · 58%

13GiveWell publishes cost-effectiveness analysis, grant reasoning, and public updates about mistakes and changes in judgment.

Cost Transparency Verified Medium confidence Human-reviewed May 7, 2026

GiveWell Cost-Effectiveness AnalysisGeneral web source · 58%
GiveWell MistakesGeneral web source · 58%

14The organization’s positive conduct depends materially on current leadership, nonprofit or platform policy, accreditation rules, religious culture, or discretionary operating practice rather than on locked worker or affected-stakeholder control.

Reversibility Verified Medium confidence Human-reviewed May 7, 2026

GiveWell AboutOfficial self-description · 68%

15GiveWell's public framing is assessed as ideological-disavowal evidence because GiveWell shows bounded neutrality theater: some contested choices are softened through expertise, public-interest, professional, market, safety, or institutional language, but the record does not show dominant concealment of standpoint.

Ideological Disavowal Verified Medium confidence AI-generated / human-pending May 9, 2026

AI scaffold

GiveWell official siteGeneral web source · 58%
GiveWell AboutOfficial self-description · 68%
GiveWell Research ProcessGeneral web source · 58%

Competitors

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Audit Log

Recent public changes for this company or group. The full audit log is part of the Transparency record.

May 7, 2026 at 12:00 AM UTC ai-scaffolding directory-expansion

Added source-backed evaluation during accreditation/watchdog, charity/humanitarian, fundraising-platform, and religious-institution expansion pass.

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