Goodfire builds tools for understanding, steering, and aligning frontier AI models via mechanistic interpretability. Founded by Eric Ho and Tom McGrath (ex-DeepMind). Backed by Lightspeed and Menlo.
Builder’s Brief
Goodfire is an ai models tool on Falcoscan. Mechanistic interpretability for production AI. Falcoscan rates Goodfire with an Opportunity score of 75/100, a Saturation score of 5/100, and a Wrapper-risk score of 3/100. Market signal: rising. Goodfire is founded in 2024, currently at Series_a stage. Pricing: Paid.
Market position · AI Models
How Goodfire compares in AI Models
Goodfire's opportunity score of 75 ranks #111 of 313 live AI Models tools on Falcoscan, 2.1 points above the category average of 72.9. Its saturation score is 5/100, against a category average of 30.5. 187 of the 313 live AI Models tools carry a hot signal, and Falcoscan has recorded 38 shutdowns in the category.
The top-rated live AI Models tools on Falcoscan, other than Goodfire, are Hugging Face Hub, Anthropic API, Claude 3.5 Sonnet, Groq, and Anthropic Claude API.
Is Goodfire still operating?
Yes. Falcoscan's operating checks list Goodfire as active.
Where is Goodfire based?
Goodfire is headquartered in San Francisco, United States.
Does Goodfire have an API?
Yes. Goodfire offers an API.
Who is Goodfire for?
Goodfire is built for ai labs, enterprises, and researchers.