Insilico Medicine vs Butterfly Network

By valuation, Insilico Medicine is the larger company at $1.2B versus $957M — a 1.3x difference. Size can also be measured by team: Insilico Medicine employs 350 people while Butterfly Network has 500-1000 employees.

Insilico Medicine has raised more in total funding at $500M, compared to Butterfly Network's $370M — a gap of $130M. Combined, the two companies have completed 8 known funding rounds.

Butterfly Network leads with an Awaira Score of 85/100, while Insilico Medicine sits at 67/100. That 18-point gap reflects real differences in funding, scale, and traction — it's not a vanity metric.

Insilico Medicine was founded by Alex Zhavoronkov in 2014. Butterfly Network was founded by John Martin in 2011. Visit each company's profile on Awaira for a full founder biography.

Insilico Medicine: Insilico Medicine is an AI-driven drug discovery and development company founded in 2014 and headquartered in the USA. The company applies artificial intelligence, machine learning, and generative models to accelerate the identification and optimization of drug candidates across multiple therapeutic areas. Its core platform integrates physics-based modeling with deep learning to predict molecular properties, identify disease targets, and design novel compounds with improved efficacy and reduced toxicity. The company operates across several segments: AI-powered target identification, lead optimization, and clinical trial optimization. Notable applications include oncology, aging-related diseases, and fibrosis. Insilico Medicine has demonstrated its technology through partnerships with pharmaceutical companies and biotech firms seeking to reduce drug development timelines and costs. The platform has been applied to various disease targets, with some candidates advancing through development stages. With $403 million in total funding and a valuation of $1.2 billion, Insilico Medicine represents a significant player in the AI healthcare sector. The company went public, reflecting investor confidence in its technology platform and business model. Its competitive position centers on the integration of generative AI models with molecular biology expertise. The company competes alongside other AI drug discovery platforms while differentiating through its aging research focus and established pharma partnerships. Insilico Medicine uniquely combines generative AI with longevity research, targeting age-related diseases while maintaining traditional pharma collaboration channels. Butterfly Network: Butterfly Network produces the Butterfly iQ, a handheld ultrasound device powered by a proprietary semiconductor chip that replaces traditional piezoelectric transducer arrays with a single silicon chip capable of whole-body imaging. The AI software layer provides real-time image interpretation guidance, enabling clinicians with limited ultrasound training to perform diagnostic scans at the bedside.\n\nThe company is publicly traded on the NYSE under the ticker BFLY and raised over 700 million USD prior to and through its public listing. Butterfly has deployed devices across hospitals, emergency rooms, and point-of-care settings in over 50 countries, with particular penetration in resource-limited healthcare settings where traditional ultrasound equipment is prohibitively expensive or unavailable.\n\nPortable AI-assisted diagnostic imaging represents a structural shift in how and where medical imaging is performed. Butterfly Network has created a defensible position through its proprietary chip architecture, which competitors cannot easily replicate, and through its growing library of AI-assisted clinical guidance tools. The transition from hospital-based imaging to point-of-care diagnostics powered by AI guidance is a multi-decade trend that positions Butterfly at the center of a fundamental change in diagnostic medicine. Butterfly Network operates in the AI Healthcare sector and is headquartered in United States. Founded in 2011 by John Martin, Butterfly Network has raised $370M in total funding, achieving a valuation of $957M as of its latest round. The company's funding journey includes a Seed of $11.1M in 2011, a Series A of $29.6M in 2012, a Series B of $66.6M in 2014, a Series C of $114.7M in 2015, a Series D of $148M in 2016. With approximately 500-1000 employees, Butterfly Network has established itself as a Public-stage player in the AI Healthcare market. The company holds an Awaira Score of 85/100, reflecting its strong position across valuation, funding trajectory, team scale, and market influence. Butterfly Network competes in a rapidly evolving segment alongside other AI Healthcare companies. Based in United States, Butterfly Network is part of a growing international AI ecosystem attracting talent and investment. The AI Healthcare space has attracted significant investment in recent years, with companies racing to capture enterprise and consumer demand for AI-powered solutions.

Butterfly Network got there first, launching in 2011 — that's 3 years of extra runway. Insilico Medicine didn't arrive until 2014. In AI, that kind of head start means more training data, deeper customer relationships, and a bigger talent moat.

Insilico Medicine has about 350 employees; Butterfly Network has about 500-1000. A bigger team usually means more revenue or heavier VC backing, but in AI, small teams can build at massive scale.

Yes — they're direct rivals. Both Insilico Medicine and Butterfly Network compete in AI Healthcare, targeting many of the same buyers. If you're evaluating one, you should be looking at the other.