2026 Rankings
Best EdTech Startups 2026
The top edtech startups in 2026, ranked by GitHub engineering acceleration. These are the companies whose engineering teams are shipping the fastest — a signal that has historically preceded fundraise announcements by six to twelve weeks.
Key Takeaway
In Q2 2026, 0 of 2 tracked edtech startups show positive engineering acceleration. particify leads with 7 commits over 14 days (-12% change). The dominant signal pattern is "Framework migration". Average sector commit velocity is 116 commits per 14-day window. These engineering momentum signals have historically preceded fundraise announcements by six to twelve weeks.
| # | Company | Stage | Geo | Commits (14d) | Change | Contributors | Contrib. Growth | New Repos | Signal |
|---|---|---|---|---|---|---|---|---|---|
| 1 | particify Particify creates software for interactive lectures, presentations, events and more... View signal profile → | Seed | EU | 7 | -12% | 16 | +0% | 0 | Framework migration |
| 2 | mdn Data and tools related to MDN Web Docs (formerly Mozilla Developer Network, formerly Mozilla Developer Center...) View signal profile → | Growth | Unknown | 225 | -55% | 100 | +0% | 0 | Framework migration |
Ranked by commit velocity change (14-day window). Data: Q2 2026.
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Frequently Asked Questions
What are the best edtech startups in 2026?
Based on GitHub engineering acceleration data, the top edtech startups in 2026 are particify, mdn. Rankings are based on commit velocity change — the rate at which engineering output is accelerating.
How are these rankings determined?
Startups are ranked by commit velocity change — the percentage change in 14-day commit counts versus the prior period. This measures engineering acceleration, not absolute size. Read the full methodology.