# Incubators and accelerators backing Hardware & Electronics (2026 list)

> 47 incubators and accelerators backing Hardware & Electronics, 98% active in the last 12 months. Led by Y Combinator, Plug and Play, MassChallenge.

Source: https://millionrounds.com/lists/incubators-accelerators-hardware (Millionrounds; every figure on the page links to its filing or article)

[Investor Lists](https://millionrounds.com/lists)

# Incubators and accelerators backing Hardware & Electronics

Updated 7 November 2026

Incubators and accelerators we have observed in a hardware & Electronics round in the last two years.

[See all 47 *→*](https://millionrounds.com/login?join=1&next=%2Fapp%2Finvestor-lists%2Fincubators-accelerators-hardware)The top 25

**47** investors on the list *+1* this week

**1,888** cheques in 12 months *-24%* against the market

**$2.3M** median round they joined *-71%* against the market median

**98%** wrote a cheque in 12 months

**32%** have led a round

## The Top 25

Ordered by cheques observed, never by anything anyone paid for

Deploying now (25)

- 1 [Y Combinator](https://millionrounds.com/fund/y-combinator) *Deploying now* Accelerator · United States **6,412** **$3M** median round **Oct 2026** last seen
- 2 [Plug and Play](https://millionrounds.com/fund/plug-and-play) *Deploying now* Accelerator · United States **1,561** **$5M** median round **Nov 2026** last seen
- 3 [MassChallenge](https://millionrounds.com/fund/masschallenge) *Deploying now* Accelerator · United States **984** **$1.8M** median round **Sept 2026** last seen
- 4 [Google for Startups](https://millionrounds.com/fund/google-for-startups) *Deploying now* Accelerator · United States **811** **$1.4M** median round **Sept 2026** last seen
- 5 [Neo](https://millionrounds.com/fund/neo) *Deploying now* Accelerator · United States **364** **$5.5M** median round **Nov 2026** last seen
- 6 [Entrepreneur First](https://millionrounds.com/fund/entrepreneurs-first) *Deploying now* Accelerator · United Kingdom **332** **$3.6M** median round **Oct 2026** last seen
- 7 [Venture Kick](https://millionrounds.com/fund/venture-kick) *Deploying now* Accelerator · Switzerland **329** **$2.1M** median round **Nov 2026** last seen
- 8 [Alchemist Accelerator](https://millionrounds.com/fund/alchemist-accelerator) *Deploying now* Accelerator · United States **284** **$2.3M** median round **Sept 2026** last seen
- 9 [In-Q-Tel](https://millionrounds.com/fund/iqt) *Deploying now* Accelerator · United States **273** **$20M** median round **Nov 2026** last seen
- 10 [Startup Wise Guys](https://millionrounds.com/fund/startup-wise-guys) *Deploying now* Accelerator · Estonia **237** **$551K** median round **Sept 2026** last seen
- 11 [Berkeley SkyDeck](https://millionrounds.com/fund/berkeley-skydeck) *Deploying now* Accelerator · United States **231** **$2M** median round **Oct 2026** last seen
- 12 [VentureOut](https://millionrounds.com/fund/ventureout) *Deploying now* Accelerator · United States **202** **$1.6M** median round **Jun 2026** last seen
- 13 [Cleantech Open](https://millionrounds.com/fund/cleantech-open) *Deploying now* Accelerator · United States **165** **$1.1M** median round **Sept 2026** last seen
- 14 [MedTech Innovator](https://millionrounds.com/fund/medtech-innovator) *Deploying now* Accelerator · United States **160** **$2.8M** median round **Sept 2026** last seen
- 15 [Google](https://millionrounds.com/fund/google-assistant-investments) *Deploying now* Accelerator · United States **154** **$40M** median round **Nov 2026** last seen
- 16 [Business Finland](https://millionrounds.com/fund/business-finland) *Deploying now* Accelerator · Finland **153** **$2.3M** median round **Sept 2026** last seen
- 17 [Rockstart](https://millionrounds.com/fund/rockstart) *Deploying now* Accelerator · Netherlands **131** **$1.2M** median round **Sept 2026** last seen
- 18 [Luminate](https://millionrounds.com/fund/luminate-accelerator) *Deploying now* Accelerator · United States **127** **$5.3M** median round **Sept 2026** last seen
- 19 [Obvious Ventures](https://millionrounds.com/fund/obvious-ventures) *Deploying now* Accelerator · United States **124** **$20M** median round **Nov 2026** last seen
- 20 [Borderless Capital](https://millionrounds.com/fund/borderless-capital) *Deploying now* Accelerator · United States **120** **$4.5M** median round **Oct 2026** last seen
- 21 [NTT DOCOMO Ventures](https://millionrounds.com/fund/ntt-docomo-ventures) *Deploying now* Accelerator · Japan **115** **$12M** median round **Oct 2026** last seen
- 22 [Amino Capital](https://millionrounds.com/fund/amino-capital) *Deploying now* Accelerator · United States **114** **$4.3M** median round **Sept 2026** last seen
- 23 [HAX](https://millionrounds.com/fund/hax) *Deploying now* Accelerator · United States **109** **$2M** median round **Sept 2026** last seen
- 24 [Founders Factory](https://millionrounds.com/fund/founder-s-factory) *Deploying now* Accelerator · United Kingdom **106** **$2M** median round **Sept 2026** last seen
- 25 [Beam](https://millionrounds.com/fund/beam) *Deploying now* Accelerator · Germany **93** **$4M** median round **Sept 2026** last seen

**22 more on this list**

All 47 are in the app, with filters for stage, sector and market. A free account shows 10 per search, Pro up to 1,000.

[See the whole list *→*](https://millionrounds.com/login?join=1&next=%2Fapp%2Finvestor-lists%2Fincubators-accelerators-hardware)

## The Newest Cheques

Rounds this list's investors joined most recently

- **6** Nov **[Humble Robotics](https://millionrounds.com/company/humble-robotics)** Series A · $51M *Led by* [Obvious Ventures](https://millionrounds.com/fund/obvious-ventures)
- **6** Nov **[Ocient](https://millionrounds.com/company/ocient)** Series C · $100M *With* [In-Q-Tel](https://millionrounds.com/fund/iqt)
- **4** Nov **[Lazarus AI](https://millionrounds.com/company/lazarus-ai)** $43M *With* [Plug and Play](https://millionrounds.com/fund/plug-and-play)
- **3** Nov **[Apolarion](https://millionrounds.com/company/apolarion)** Other · $183K *Led by* [Venture Kick](https://millionrounds.com/fund/venture-kick)
- **3** Nov **[Agrani Labs](https://millionrounds.com/company/agrani-labs)** $108M *With* [Google](https://millionrounds.com/fund/google-assistant-investments)
- **3** Nov **[SYNCERE](https://millionrounds.com/company/syncere)** Pre-seed · $11M *Led by* [A16z Speedrun](https://millionrounds.com/fund/a16z-speedrun)

## Stages This Year

1,804 rounds

- Venture **26%**
- Seed **20%**
- Pre-seed **17%**
- Series A **14%**
- Series B **5%**
- Other **17%**

## What They Backed

Sectors, last 12 months

- AI **866**
- Big Data & Analytics **109**
- Healthcare **100**
- Fintech **96**
- Biotech **75**
- Energy **50**

## Cheques by Quarter

Led Joined

647 Q1 25

629 Q2 25

718 Q3 25

678 Q4 25

609 Q1 26

543 Q2 26

378 Q3 26

74 Q4 26

The last bar is the quarter still running.

## Lists Like This

- [VC firms backing AI 4,329](https://millionrounds.com/lists/vc-firms-ai)
- [VC firms backing Fintech 1,856](https://millionrounds.com/lists/vc-firms-fintech)
- [VC firms backing Big Data & Analytics 1,248](https://millionrounds.com/lists/vc-firms-big-data)
- [VC firms backing Biotech 1,207](https://millionrounds.com/lists/vc-firms-biotech)
- [VC firms backing Robotics 1,098](https://millionrounds.com/lists/vc-firms-robotics)
- [VC firms backing Construction 1,025](https://millionrounds.com/lists/vc-firms-construction)
- [VC firms backing Energy 998](https://millionrounds.com/lists/vc-firms-energy)
- [PE firms backing AI 956](https://millionrounds.com/lists/pe-firms-ai)
- [VC firms backing Cybersecurity 950](https://millionrounds.com/lists/vc-firms-cybersecurity)

[All investor lists *→*](https://millionrounds.com/lists)

## Reading for founders in hardware and deep tech

- The One Device: The Secret History of the iPhone Brian Merchant · 2017 3.89 from 1,949 ratings on Goodreads Hardware and deep tech About the book We know the iPhone as the device that transformed our world, changing everything from how we talk to each other and do business, to how we exercise, travel, shop, and watch TV. But packed within its slim profile is the fascinating, untold story of scientific, technological, and… On AmazonListen on Audible
- The British Industrial Revolution in Global Perspective Robert C. Allen · 2009 3.99 from 277 ratings on Goodreads Hardware and deep tech About the book Why did the industrial revolution take place in eighteenth-century Britain and not elsewhere in Europe or Asia? In this convincing new account Robert Allen argues that the British industrial revolution was a successful response to the global economy of the seventeenth and… On AmazonListen on Audible
- Made in the USA: The Rise and Retreat of American Manufacturing Vaclav Smil · 2013 3.77 from 518 ratings on Goodreads Hardware and deep tech About the book In Made in the USA, Vaclav Smil powerfully rebuts the notion that manufacturing is a relic of predigital history and that the loss of American manufacturing is a desirable evolutionary step toward a pure service economy. Smil argues that no advanced economy can prosper without… On AmazonListen on Audible
- Behemoth: A History of the Factory and the Making of the Modern World Joshua B. Freeman · 2018 3.83 from 864 ratings on Goodreads Hardware and deep tech About the book "Freeman’s rich and ambitious Behemoth depicts a world in retreat that still looms large in the national imagination.…More than an economic history, or a chronicle of architectural feats and labor movements." ―Jennifer Szalai, New York Times In an accessible and timely work of… On AmazonListen on Audible

More books for founders and investors on the [Reading List](https://millionrounds.com/reading-list?role=founder&model=hardware).

As an Amazon Associate we earn from qualifying purchases.

## Quick answers about incubators and accelerators backing Hardware & Electronics

### Who are the most active incubators and accelerators backing Hardware & Electronics?

By cheques observed, the most active are Y Combinator, Plug and Play, MassChallenge, Google for Startups and Neo.

### How many incubators and accelerators backing Hardware & Electronics are there?

47 are on record. 98% made an investment in the last 12 months and 32% have led a round.

### Which stages do incubators and accelerators backing Hardware & Electronics back?

Of the rounds with a named stage in the last 12 months, mostly Seed (29%) and Pre-seed (25%).

### How big are the rounds incubators and accelerators backing Hardware & Electronics join?

The typical (median) round among the leading investors here is $2.8M.

### Which sectors do incubators and accelerators backing Hardware & Electronics back most?

In the last 12 months, mostly AI, Big Data & Analytics and Healthcare.

### Which incubators and accelerators backing Hardware & Electronics lead the most rounds?

Obvious Ventures (14 led), Y Combinator (11 led) and Google (3 led).

### Where are incubators and accelerators backing Hardware & Electronics based?

Among the most active, most are based in the United States (17), the United Kingdom (2) and Switzerland (1).

### What have incubators and accelerators backing Hardware & Electronics invested in recently?

Recent rounds include Humble Robotics (Series A, Nov 2026, with Obvious Ventures), Ocient (Series C, Nov 2026, with In-Q-Tel) and Lazarus AI (Nov 2026, with Plug and Play).

Built from the rounds we watched, refreshed every night. [How we count](https://millionrounds.com/methodology) · [Report a correction](https://millionrounds.com/corrections)