Compare / Warby Parker vs Magic AI
AT A GLANCE
FUNDING HISTORY
Warby Parker
Magic AI
BUSINESS MODEL
Warby Parker
Vertically integrated direct-to-consumer eyewear. Warby Parker designs frames in-house, works directly with manufacturers, and sells through its website, app and its own stores, skipping the traditional licensing and wholesale markups.
Glasses still start at $95 including basic prescription lenses, with upgrades for progressives and special coatings. Revenue comes from prescription glasses, sunglasses, contact lenses and eye exams in stores.
What started online-only now runs mostly on physical retail, with 323 stores at the end of 2025. Net revenue was $872 million in 2025, and it was the company's first full year of net profit.
Magic AI
Magic is building an AI that works like a software engineer, not a chatbot. The goal is a model you can hand a whole code base and a task, and it writes, reviews, and debugs like a teammate.
Their edge is memory. In 2024 they showed off LTM-2-mini, a model with a 100 million token context window.
To put that in perspective, that is about 10 million lines of code the model can look at in one shot, by far the biggest of any model at the time. The plan is to sell this as an AI coworker to companies that write a lot of software.
As of the 2024 rounds, the product was still not for sale.
HOW THEY STARTED
Warby Parker
Dave Gilboa lost a $700 pair of glasses while backpacking before starting at Wharton, and replacing them was so expensive he spent his first semester squinting. He complained about it to classmates Neil Blumenthal, Andrew Hunt and Jeffrey Raider, and they started digging into why glasses cost so much.
The answer was Luxottica, the Italian giant that owned Ray-Ban, Oakley, LensCrafters, Sunglass Hut and Pearle Vision, the vision insurer EyeMed, and licenses for luxury brands like Chanel and Prada. One company touched almost every step from design to retail.
With a small seed check from Wharton's Venture Initiation Program, the four launched Warby Parker in February 2010, selling prescription glasses online for $95. GQ called them "the Netflix of eyewear," they hit their first-year sales target in about three weeks, and they built a waitlist of around 20,000 people.
Magic AI
Eric Steinberger and Sebastian De Ro started Magic in 2022. Steinberger is an AI researcher who became convinced that the missing piece for a true AI software engineer was memory.
Chatbots forget what you told them a few thousand words ago. He wanted a model that could read your entire code base and remember all of it.
They raised a small seed in 2022, then a $23 million Series A in early 2023 led by Alphabet's growth fund CapitalG. From day one the pitch was not a chatbot.
It was an AI colleague that could handle real engineering work.
HOW THEY GREW
Warby Parker
The DTC playbook: build a beautiful brand, price far below incumbents, and tell a story about why the old way was a rip-off. Home Try-On, five frames mailed to try at home for free, doubled as marketing as customers posted photos asking friends to vote.
"Buy a Pair, Give a Pair" gave the brand a social mission, and by 2025 it had distributed more than 20 million pairs through its partners. Then it went physical, opening stores that now drive most sales, with 47 new stores in 2025 and about 50 more planned for 2026.
It added eye exams and Scout contact lenses to sell more to each customer, and in 2025 partnered with Google and Samsung on AI-powered smart glasses.
Magic AI
Magic's strategy is research first, product later, which is both unusual and expensive. Instead of shipping an app and iterating in public, they raised huge sums to chase a technical breakthrough in model memory.
The headline move was the 100 million token context claim, which got the whole AI world talking. They also cut a deal with Google Cloud in 2024 to build two supercomputers, called Magic-G4 and Magic-G5, using NVIDIA chips, to train bigger models.
Star backers like Eric Schmidt served as validation. The bet is that if the tech is far enough ahead, the product and the customers follow.
THE HARD PART
Warby Parker
EssilorLuxottica, formed when Luxottica merged with the world's biggest lens maker, is still a giant with resources Warby Parker cannot match, and it now sells the Ray-Ban Meta smart glasses. After the 2021 direct listing the stock fell more than 70% from its highs as the direct-to-consumer bubble deflated.
Opening dozens of stores a year is capital intensive, and each one has to earn its keep. Cheaper online rivals like Zenni and EyeBuyDirect undercut it on price.
And people only buy glasses every year or two, so the business depends on keeping customers for a long time. Its big new bet, AI glasses with Google, puts it head to head with Meta.
Magic AI
Magic has raised close to half a billion dollars and, years in, still has no product the public can buy. That is the whole problem in one sentence.
A giant context window is a great demo, but rivals like Cursor, GitHub Copilot, and Cognition's Devin already have real users and revenue. Magic has to prove that more memory actually makes a smarter engineer, not just a bigger number on a slide.
And it has to do that while burning enormous sums on compute against competitors who are already shipping. The clock and the cash both keep running.
THE PRODUCTS
Warby Parker
Prescription eyeglasses starting at $95 including basic lenses — the product that broke the Luxottica pricing model. Home Try-On — pick five frames online, receive them in a box, try them at home for free, return what you don't want.
Progressive lenses and blue-light-filtering options for higher-end needs. Prescription and non-prescription sunglasses.
Scout contact lenses — Warby Parker's daily disposable contact lens brand. In-store eye exams with licensed optometrists.
Virtual Try-On using iPhone face-scanning technology to see frames on your face through the app.
Magic AI
The centerpiece is Magic's LTM, or Long-Term Memory, model family. In 2024 they unveiled LTM-2-mini, a model with a 100 million token context window, pitched as the key to an AI that can understand an entire code base at once.
The broader product is an AI software engineer, or coworker, that can write and change code across a whole project. The company also announced Magic-G4 and Magic-G5, two supercomputers built with Google Cloud and NVIDIA to train these models.
Much of it is still research rather than a shipping product.
WHO BACKED THEM
Warby Parker
Tiger Global Management led the $12.5 million Series A in 2011 and the $60 million Series C in 2013, and was still sitting on a stake worth about $850 million at the direct listing. General Catalyst led the 2012 Series B.
T. Rowe Price led the 2015 and 2018 rounds, and D1 Capital Partners and Durable Capital Partners backed the $245 million raised in 2020 at a $3 billion valuation.
American Express and J.Crew's Mickey Drexler were also early investors. The company went public on the NYSE through a direct listing on September 29, 2021.
In 2025 Google agreed to put up to $150 million into a smart glasses partnership, part of it as an equity stake.
Magic AI
Magic's backers are a murderers' row of AI insiders. It started with a $5 million seed round in 2022 and a $23 million Series A in early 2023 led by Alphabet's CapitalG.
Then in February 2024 came a $117 million round led by Nat Friedman and Daniel Gross, two of the most connected investors in AI. The blowout was August 2024.
Magic raised $320 million with checks from former Google CEO Eric Schmidt, CapitalG again, Atlassian, Jane Street, Sequoia, and Elad Gil. That pushed total funding to around $465 million, all for a company still building toward its first sellable product.