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Goodfire

Goodfire

Private
San Francisco, CaliforniaAI, Data & Cloud Infrastructurehttps://www.goodfire.ai/

Last Round

Series B

Feb 5, 2026

Est. Valuation

$1.25B

Total Funding Raised

$207M

Momentum

Top 5%

of companies Caplight tracks

Company Overview

Goodfire is an artificial intelligence company that offers an interpretability tooling system to enhance the safety and reliability of generative AI models by providing insights into their behavior and reducing the need for costly retraining.

Sector

AI, Data & Cloud Infrastructure

Verticals

ML Platforms, NLP & Conversational AI

Business Model

B2B

Customer Profile

Subscription SaaS, Services & Consulting, Government Contracts

AI Layer

Infrastructure

Keywords

AI interpretabilitymechanistic interpretabilityAI observabilityAI safetyexplainable AILLM interpretabilityAI model controlAI model debuggingsparse autoencodersSAEsAI developer toolsXAIAI model monitoringneural network reverse-engineering

Historical Pricing

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Caplight Momentum Score

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Goodfire Comparables

Compare Goodfire with similar companies based on industry and business-model similarity.

Goodfire comparables — related companies by embedding similarity
CompanySimilarityMarket Cap
Patronus AI
73%
Wisent AI
73%
Snowflake
64%

Goodfire Funding Rounds

Historical fundraising activity

Data table
RoundDateAmount RaisedValuationInvestorsSources
Series BFeb 5, 2026
Series AApr 17, 2025
SeedAug 15, 2024

Key People

Founding team and executive leadership

Daniel Balsam

Co-Founder And CTO

Founding Team

Eric Ho

Co-founder CEO

Founding Team

Goodfire Investors

Notable investors and investment history

Goodfire investors
InvestorRounds
Work-BenchSeed, Series A
Mythos VenturesSeed
South Park CommonsSeed, Series A, Series B
B Capital GroupSeries A, Series B
Salesforce VenturesSeries B
DFJ GrowthSeries B
Juniper VenturesSeries B

Market signals

Structured signals derived from secondary market and firmographic data.

  • Apr 30, 2026

    Silico allows researchers to inspect and adjust AI model parameters during training.

  • Apr 19, 2026

    Monthly visitors increased 75% MoM, reaching 50.8K.

Goodfire Filings

SEC and related filings with document metadata.

Data table
TypedDateAmount OfferedAmount SoldFillingPagesDownload
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Goodfire Filings

SEC and related filings with document metadata.

Frequently Asked Questions

Common questions about Goodfire's valuation, stock price, and market status.

Firmographic Details

HeadquartersSan Francisco, California
Employee Range61
Year Founded2024
Last FundingFeb 5, 2026

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