Q4 2025 Rankings
AgTech Startups to Watch, Q4 2025
AgTech is a small-sample sector, but signals are unusually clean this quarter.
| # | Company | Stage | Geo | Commits (14d) | Change | Contributors | Contrib. Growth | New Repos | Signal |
|---|---|---|---|---|---|---|---|---|---|
| 1 | ekylibre Connecting farms to the world | Series A/B | EU | 3 | +999% | 40 | +0% | 5 | Infrastructure buildout |
| 2 | LiteFarmOrg | Growth | Unknown | 143 | +42% | 65 | +0% | 0 | Framework migration |
| 3 | ai-agriculture-circuits-and-systems | Pre-seed | APAC | 14 | +0% | 1 | +0% | 1 | Framework migration |
| 4 | APSIMInitiative | Growth | Unknown | 224 | -24% | 60 | +0% | 3 | Infrastructure buildout |
Sorted by commit velocity change (14-day window, descending). Top 3 highlighted. Data last updated Q4 2025.
See the full ranked list of 50+ startups across all sectors
Join the Signal Digest for free weekly engineering acceleration rankings, or unlock the full Dashboard for real-time tracking, sector filters, and founder contact data. Beta pricing: EUR 9.97 per month.
Other Weeks
Frequently Asked Questions
What engineering signals are agtech startups showing in Q4 2025?
In Q4 2025, we are tracking 4 agtech startups with measurable GitHub engineering signals. 2 of 4 show positive commit velocity growth. The most common signal type is "Infrastructure buildout", observed in 2 of the tracked companies. The average 14-day commit velocity across the sector is 96 commits, with ekylibre leading at 3 commits (+999% change). These patterns have historically preceded fundraise announcements by six to twelve weeks.
Which agtech startup has the highest engineering acceleration in Q4 2025?
ekylibre leads the agtech sector in Q4 2025 with 3 commits over a 14-day window, representing a +999% change from the prior period. With 40 active contributors and 5 new repositories, ekylibre is showing a "Infrastructure buildout" pattern — one of the more reliable leading indicators of a significant product milestone or fundraise.
Where are the most active agtech engineering teams located?
Among the 4 agtech startups we track, APAC accounts for the highest concentration with 1 teams. Startups applying technology to agriculture and precision farming. Geographic distribution matters for investors because engineering talent clusters correlate with sector-specific domain expertise and proximity to early adopter customers.