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Q4 2025 Rankings
Healthcare tech engineering is picking up after a slow Q1, led by clinical workflow automation teams.
Key Takeaway
In Q4 2025, 13 of 20 tracked healthcare startups show positive engineering acceleration. andes leads with 14 commits over 14 days (+1300% change). The dominant signal pattern is "Framework migration". Average sector commit velocity is 49 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
Sorted by commit velocity change (14-day window, descending). Top 3 highlighted. Data last updated Q4 2025.
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Projected lead-time window
≈21-day lead window
Projected next milestone
Public launch / release
The free Sunday digest puts andes and 19 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.
Unlock with email →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 free Acceleration Watch: five venture-backed teams accelerating on the engineering signal, translated into plain English — 21 to 47 days before the deck circulates. No code-reading, no card.
Best of 2025
Top Healthcare startups ranked across all 2025quarters →
Q4 2025 vs Q3 2025
How Healthcarecommit velocity has shifted quarter-over-quarter →
By signal type in this sector
By stage
In Q4 2025, we are tracking 20 healthcare startups with measurable GitHub engineering signals. 13 of 20 show positive commit velocity growth. The most common signal type is "Framework migration", observed in 9 of the tracked companies. The average 14-day commit velocity across the sector is 49 commits, with andes leading at 14 commits (+1300% change). These patterns have historically preceded fundraise announcements by three to six weeks.
andes leads the healthcare sector in Q4 2025 with 14 commits over a 14-day window, representing a +1300% change from the prior period. With 44 active contributors, andes is showing a "Deploy frequency spike" pattern — one of the more reliable leading indicators of a significant product milestone or fundraise.
Among the 20 healthcare startups we track, EU accounts for the highest concentration with 5 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.