Startups

Alpaca raises $50M to rapidly scale its API-delivered equities trading business

Comment

Finance and Economy Chart for Dollar Gold Euro Currencies Trading View
Image Credits: Getty Images

Alpaca said this morning that it has closed a massive $50 million Series B round of capital. TechCrunch previously covered the company’s late-2019 $6 million seed round and its late-2020 $10 million Series A.

Alpaca offers equities trading software via API. The company initially allowed firms to plug into its technology, powering the trading capabilities of investing groups. More recently, Alpaca has begun allowing other fintech companies to offer equities trading through its service to their consumer user bases, work that fits under the larger embedded finance trend.

Tribe Capital led the company’s Series B, which saw participation from existing investors Spark Capital, Portage Ventures and Social Leverage. New investors including Horizons Ventures also put funds into the round.

Alpaca is an interesting startup. During the savings-and-trading boom of 2020, we used the company’s trading volume growth as a proxy not only for the growth of API-delivered software startups, but also as a window into interest in buying and selling U.S. equities more broadly.

By now offering its trading services to fintechs with consumer end users — the B2B2C model, if you will — Alpaca has expanded its market remit. Per the startup, the number of brokerage accounts it supports has risen some 1,500% this year to more than 100,000. The startup’s CEO, Yoshi Yokokawa, told TechCrunch that it expects to secure 100 partners for its equities trading tech by the end of 2021. That figure was zero at the end of 2020, before its embedded finance product was released.

For Alpaca, working with more fintech companies opens up new revenue streams. The company will continue to generate payment for order flow incomes (PFOF), it said, but by supporting international customers, it can also earn incomes from foreign exchange fees and more.

Notably, Alpaca intends to make its service an anti-cost center by sharing PFOF revenues with partners that embed its fintech APIs. Yokokawa declined to share the PFOF split with customers, but our guess is that something around 15% to 25% makes sense, providing incentives to potential partners to choose Alpaca over rival tech while keeping enough top line on the Alpaca side of the ledger to continue building a venture-scale business.

The startup has big plans: It is moving into the cryptocurrency market, it announced this morning, and partnering with Plaid to make money transfer easier for investors. Recent results from Robinhood, a consumer trading platform popular in the United States, helped underscore just how lucrative crypto trading can be for platforms.

Robinhood’s Q2 soars

Why raise $50 million? TechCrunch was curious why the company would put so much capital onto its books in a single shot instead of raising a more modest round of, say, $25 million, still a healthy figure for a Series B and one closer in size to its preceding Series A.

Yokokawa said Alpaca has a lot of stuff to build. And to build it all is going to take a lot of folks. Alpaca had just 10 employees when COVID-19 hit, which means that the company has a lot of hiring in front of it. And the sorts of developers it needs, we suppose, aren’t going to come cheap.

Still, big rounds mean big expectations, from both investors and the observer team (that’s us) as well. We’ll check back with the company in a few months to see if it is on track to reach its partner goal for 2021.

More TechCrunch

It ran 110 minutes, but Google managed to reference AI a whopping 121 times during Google I/O 2024 (by its own count). CEO Sundar Pichai referenced the figure to wrap…

Google mentioned ‘AI’ 120+ times during its I/O keynote

Firebase Genkit is an open source framework that enables developers to quickly build AI into new and existing applications.

Google launches Firebase Genkit, a new open source framework for building AI-powered apps

In the coming months, Google says it will open up the Gemini Nano model to more developers.

Patreon and Grammarly are already experimenting with Gemini Nano, says Google

As part of the update, Reddit also launched a dedicated AMA tab within the web post composer.

Reddit introduces new tools for ‘Ask Me Anything,’ its Q&A feature

Here are quick hits of the biggest news from the keynote as they are announced.

Google I/O 2024: Here’s everything Google just announced

LearnLM is already powering features across Google products, including in YouTube, Google’s Gemini apps, Google Search and Google Classroom.

LearnLM is Google’s new family of AI models for education

The official launch comes almost a year after YouTube began experimenting with AI-generated quizzes on its mobile app. 

Google is bringing AI-generated quizzes to academic videos on YouTube

Around 550 employees across autonomous vehicle company Motional have been laid off, according to information taken from WARN notice filings and sources at the company.  Earlier this week, TechCrunch reported…

Motional cut about 550 employees, around 40%, in recent restructuring, sources say

The keynote kicks off at 10 a.m. PT on Tuesday and will offer glimpses into the latest versions of Android, Wear OS and Android TV.

Google I/O 2024: Watch all of the AI, Android reveals

Google Play has a new discovery feature for apps, new ways to acquire users, updates to Play Points, and other enhancements to developer-facing tools.

Google Play preps a new full-screen app discovery feature and adds more developer tools

Soon, Android users will be able to drag and drop AI-generated images directly into their Gmail, Google Messages and other apps.

Gemini on Android becomes more capable and works with Gmail, Messages, YouTube and more

Veo can capture different visual and cinematic styles, including shots of landscapes and timelapses, and make edits and adjustments to already-generated footage.

Google Veo, a serious swing at AI-generated video, debuts at Google I/O 2024

In addition to the body of the emails themselves, the feature will also be able to analyze attachments, like PDFs.

Gemini comes to Gmail to summarize, draft emails, and more

The summaries are created based on Gemini’s analysis of insights from Google Maps’ community of more than 300 million contributors.

Google is bringing Gemini capabilities to Google Maps Platform

Google says that over 100,000 developers already tried the service.

Project IDX, Google’s next-gen IDE, is now in open beta

The system effectively listens for “conversation patterns commonly associated with scams” in-real time. 

Google will use Gemini to detect scams during calls

The standard Gemma models were only available in 2 billion and 7 billion parameter versions, making this quite a step up.

Google announces Gemma 2, a 27B-parameter version of its open model, launching in June

This is a great example of a company using generative AI to open its software to more users.

Google TalkBack will use Gemini to describe images for blind people

This will enable developers to use the on-device model to power their own AI features.

Google is building its Gemini Nano AI model into Chrome on the desktop

Google’s Circle to Search feature will now be able to solve more complex problems across psychics and math word problems. 

Circle to Search is now a better homework helper

People can now search using a video they upload combined with a text query to get an AI overview of the answers they need.

Google experiments with using video to search, thanks to Gemini AI

A search results page based on generative AI as its ranking mechanism will have wide-reaching consequences for online publishers.

Google will soon start using GenAI to organize some search results pages

Google has built a custom Gemini model for search to combine real-time information, Google’s ranking, long context and multimodal features.

Google is adding more AI to its search results

At its Google I/O developer conference, Google on Tuesday announced the next generation of its Tensor Processing Units (TPU) AI chips.

Google’s next-gen TPUs promise a 4.7x performance boost

Google is upgrading Gemini, its AI-powered chatbot, with features aimed at making the experience more ambient and contextually useful.

Google’s Gemini updates: How Project Astra is powering some of I/O’s big reveals

Veo can generate few-seconds-long 1080p video clips given a text prompt.

Google’s image-generating AI gets an upgrade

At Google I/O, Google announced upgrades to Gemini 1.5 Pro, including a bigger context window. .

Google’s generative AI can now analyze hours of video

The AI upgrade will make finding the right content more intuitive and less of a manual search process.

Google Photos introduces an AI search feature, Ask Photos

Apple released new data about anti-fraud measures related to its operation of the iOS App Store on Tuesday morning, trumpeting a claim that it stopped over $7 billion in “potentially…

Apple touts stopping $1.8B in App Store fraud last year in latest pitch to developers

Online travel agency Expedia is testing an AI assistant that bolsters features like search, itinerary building, trip planning, and real-time travel updates.

Expedia starts testing AI-powered features for search and travel planning