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Q4 2026 Rankings

Healthcare Startups to Watch, Q4 2026

Healthcare tech engineering is picking up after a slow Q1, led by clinical workflow automation teams.

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Key takeaways, at a glance

In Q4 2026, 5 of 21 tracked healthcare startups show positive engineering acceleration. dfci leads with 2 commits over 14 days (+999% change). The dominant signal pattern is "Deceleration". Average sector commit velocity is 40 commits per 14-day window. These engineering momentum signals have historically preceded fundraise announcements by three to six weeks.

Data sourced from public GitHub activity. Read our methodology

Bar chart: Healthcare, Velocity Change. dfci: +999%, HCW-home: +999%, fedbiomed: +700%, theislab: +400%, sunlabuiuc: +81%, epic-open-source: +0%, hapifhir: -14%, samply: -25%.Healthcare, Velocity Changedfci+999%HCW-home+999%fedbiomed+700%theislab+400%sunlabuiuc+81%epic-open-source+0%hapifhir-14%samply-25%
Healthcare, Velocity Change, top 8 startups by 14-day commit velocity change. Data: VC Deal Flow Signal.
Signal distribution for Healthcare: Deceleration (15), Deploy frequency spike (3), Engineering hiring burst (2), Framework migration (1). 21 startups total.21startups
Deceleration (15, 71%)
Deploy frequency spike (3, 14%)
Engineering hiring burst (2, 10%)
Framework migration (1, 5%)
Signal type distribution across 21 healthcare startups. Data: VC Deal Flow Signal.
#CompanyStageCommits (14d)ChangeContributorsSignal
1dfci

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Pre-seed2+999%5Deploy frequency spike
2HCW-home

Simple & Secure remote consultations

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Seed1+999%10Deploy frequency spike
3fedbiomed

Collaborative learning in heathcare

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Series A/B8+700%24Deploy frequency spike
4theislab

Theis Lab at Institute of Computational Biology, Helmholtz Munich

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Growth5+400%59Engineering hiring burst
5sunlabuiuc

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Growth47+81%76Engineering hiring burst
6epic-open-source

Epic develops software to help people get well, help people stay well, and help future generations be healthier.

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Seed1+0%19Framework migration
7hapifhir

This is the source home for the HAPI FHIR project. Note that we are in the progress of migrating our codebase from the m

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Growth24-14%273Deceleration
8samply

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Series A/B46-25%21Deceleration
9the-momentum

Building scalable, secure, and compliant healthtech solutions. We empower startups and scaleups to innovate and grow and

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Growth47-28%63Deceleration
10medplum

Healthcare infrastructure

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Growth93-35%192Deceleration
11HeliosSoftware

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Seed237-35%17Deceleration
12HasteHealth

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Seed88-40%9Deceleration
13third-culture-software

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Series A/B12-43%29Deceleration
14pharmaverse

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Growth2-50%98Deceleration
15insightsengineering

Roche/Genentech - Insights Engineering

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Growth2-50%53Deceleration
16proxy-smart

Healthcare Identity Management and Access Administration on Keycloak

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Pre-seed154-53%7Deceleration
17DocForum

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Series A/B27-54%35Deceleration
18ohcnetwork

Opensource Public Utility | Open Healthcare Network

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Growth7-56%331Deceleration
19earthians

earthians Health Informatics Pvt. Ltd.

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Growth11-75%91Deceleration
20dentalpin

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Seed21-87%18Deceleration
21masslight

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Series A/B8-94%28Deceleration
Powered by VC Deal Flow Signal , real-time GitHub engineering data for investorsData from public GitHub API

Sorted by commit velocity change (14-day window, descending). Top 3 highlighted. Data last updated Q4 2026.

Browse the full Healthcare directory: all 21 startups, paginated
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Projected lead-time window

≈21-day lead window

Projected next milestone

Public launch / release

The free Sunday digest puts dfci and 20 other Healthcare startups this period in context, 14-day acceleration deltas, contributor maps, and the top names not on Crunchbase yet. Five names every Sunday, no card, no code-reading.

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Projections are model estimates derived from each org's public commit signal and the SSRN-published methodology, not statements of fact. Cross-reference with primary sources before acting.

The full ranked Healthcare list updates every week, get it free

The free Acceleration Watch: five startup teams accelerating on the engineering signal, translated into plain English, 21 to 47 days before the deck circulates. No code-reading, no card.

Signed The Data Nerd · pseudonymous narrator · methodology over personality

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Frequently Asked Questions

What engineering signals are healthcare startups showing in Q4 2026?

In Q4 2026, we are tracking 21 healthcare startups with measurable GitHub engineering signals. 5 of 21 show positive commit velocity growth. The most common signal type is "Deceleration", observed in 15 of the tracked companies. The average 14-day commit velocity across the sector is 40 commits, with dfci leading at 2 commits (+999% change). These patterns have historically preceded fundraise announcements by three to six weeks.

Which healthcare startup has the highest engineering acceleration in Q4 2026?

dfci leads the healthcare sector in Q4 2026 with 2 commits over a 14-day window, representing a +999% change from the prior period. With 5 active contributors, dfci is showing a "Deploy frequency spike" pattern, one of the more reliable leading indicators of a significant product milestone or fundraise.

Where are the most active healthcare engineering teams located?

Among the 21 healthcare startups we track, EU accounts for the highest concentration with 4 teams. Startups applying technology to patient care, health systems, and drug discovery. Geographic distribution matters for investors because engineering talent clusters correlate with sector-specific domain expertise and proximity to early adopter customers.

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21-47 days
Signal Lead Time (median 31d)
350+
GitHub Orgs Tracked
90 sec
Per Scan
20
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