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Goodfire vs Magic AI

Goodfire logo
GoodfireAI Safety & Research
CustomPublished price
Magic AI logo
Magic AIAI Code Generation
CustomPublished price
Goodfire logo
Goodfire
AI Safety & Research

Infrastructure for understanding and controlling model behavior.

Magic AI logo
Magic AI
AI Code Generation

Building safe AGI to accelerate humanity's progress on the world's most important problems

Overview
CategoryAI Safety & ResearchAI Code Generation
What it isGoodfire builds infrastructure for model inspection, behavior analysis, and safer control over how AI systems reason and respond.AI company building a code-generating AI colleague with extremely long context windows for understanding entire codebases in a single pass.
Pricing
Published priceCustom
No public pricing. Goodfire's platform (Silico, built on its Ember interpretability API) is access-gated with a 'Request access' / contact-sales model. Pricing is quoted per engag…
Custom
No public pricing. Magic is a frontier AI research lab whose ultra-long-context code models are not yet a self-serve commercial product; access is not publicly priced. Enterprise/…
Pricing modelCustom quoteCustom quote
Free optionsNo free plan · No free trialNo free plan · No free trial
Deal on CubbieNone right nowNone right now
Company
FoundedNot available2022
Team sizeNot available51-200 employees
HeadquartersNot availableSan Francisco, CA

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