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Vertical + Enterprise · Private company · Growth

Goodfire

✓ Verified

Goodfire matters as a model-understanding company rather than another application wrapper, turning interpretability research into usable infrastructure.

San Francisco, USFounded 2024API accessWeekly review

Editorial intelligence brief

What matters now

weekly watch

Announced a $150M Series B in February 2026 while expanding its interpretability research and model tooling.

Focus: Mechanistic interpretability tools for understanding, editing, training, and monitoring AI models

Source-backed financial history

Capital and commercial trajectory

Funding, valuation, revenue, and debt are kept separate so unlike measurements are never presented as one trend.

partial coverage · 2 records

Records

1

Tracked total

$150M

Coverage

partial

#1

Series B · $150M

Running tracked total: $150M

Every numbered chart marker maps to one source-linked funding announcement below.

Chronological activity

What changed

View the complete market log →

Announced a $150M Series B in February 2026 while expanding its interpretability research and model tooling.

A structured event record is still being assembled for this company.

Product surface

Products and model families

Recent models

No standalone model family is structured for this profile.

Products

EmberGoodfire API

Open weights

No

API access

Yes

Review cadence

Weekly

Market position

Lifecycle and strategic signals

Research

Preview

Growth

Deployment

Growth: Public access & scaling

Focus

Mechanistic interpretability tools for understanding, editing, training, and monitoring AI models

Signals

AI researchSafetyDeveloper tooling

Taxonomy

Frontier LabsSafetyDeveloper tools

Competitive context

AnthropicPatronus AIWeights & Biases

Infrastructure & distribution

Where Goodfire sits in the AI stack

Model / product operator
01

Model layer

No standalone model family tracked

02

Access layer

Managed API

03

Market layer

Vertical + Enterprise

Public product surface

EmberGoodfire API

Stack signals

SafetyDeveloper toolsAI researchDeveloper tooling

This section reflects publicly visible product and access signals. Undisclosed GPU, cloud, training, and data-center contracts are not inferred.

Evidence trail

Sources and corrections

Primary and public sources used to verify the structured company profile.

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