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Goodfire

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AI interpretability infrastructure for understanding, editing, and debugging of AI models at scale

San Francisco, United StatesFounded 2024AI
Valuation $1–2.5B Last recorded · 2026
Headcount <100 Current team size
Total funding $100–500M Disclosed equity funding
Unlock exact values This page shows ranges. Dealroom has the exact numbers for Goodfire and the history behind them.

About Goodfire

Goodfire is a public benefit corporation based in San Francisco, dedicated to advancing humanity's understanding of artificial intelligence (AI). The company operates as an applied research lab, focusing on bridging the gap between theoretical science and practical applications of AI interpretability. Goodfire builds critical infrastructure that enables developers to understand, edit, and debug AI models at scale, ensuring the creation of safer and more reliable AI systems.

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Goodfire serves a diverse range of clients, including AI researchers, developers, and organizations that rely on advanced AI models for their operations. The company operates in the AI and technology market, specifically targeting the niche of AI interpretability and safety.

Goodfire's business model revolves around providing specialized tools and infrastructure that facilitate the understanding and debugging of AI models. The company generates revenue through the sale of these tools and services, as well as through partnerships and collaborations with other organizations in the AI field.

Source: Dealroom company data

At a glance

Founded
2024
Headquarters
San Francisco, United States
Sector
AI
Power Law
Unicorn$1–10B valuation tier

Latest news

Press, funding announcements and product moves mentioning Goodfire.

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Investors

16 investors on the cap table

From Dealroom's funding and investor records, grouped by the round each investor first entered.

Seed7 investors entered at this stage

Series A6 investors entered at this stage

Series B and later3 investors entered at this stage

Team profiled 10 named & role-tagged
Founders Hidden — book a demo/100 quality score
Key operators 3 quality Hidden — book a demo/100
Potential founders Hidden — book a demo likely future founders
Startup mafia Hidden — book a demo alumni-founded startups
Talent movements Hidden — book a demo in · Hidden — book a demo out past 12 months

Source: Dealroom Talent Intelligence.

Global footprint

Workforce and web traffic by country
Workforce by country
5 countries with
team presence
🇺🇸 United States82.6%
🇬🇧 United Kingdom10.9%
🇧🇪 Belgium2.2%
🇨🇦 Canada2.2%
🇮🇱 Israel2.2%
5 countries shown
Web traffic by country
84K monthly visits
across markets
🇺🇸 United States43.7%
🇨🇦 Canada12.9%
🇬🇧 United Kingdom7.7%
🏳️ Korea6.2%
🏳️ Republic of5.8%
Top 5 markets shown

Market sentiment

Posts on X, past 7 days

An AI-synthesised read of the highest-engagement posts about Goodfire on X, ranked by likes and reposts, corporate channels excluded.

Reading the room on X — pulling top posts and synthesizing themes…

Source: X recent search ranked by engagement (likes + retweets) · Synthesis by Claude · Cached for 1 hour

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