Compare / Dapper Labs vs Magic AI
AT A GLANCE
FUNDING HISTORY
Dapper Labs
Magic AI
BUSINESS MODEL
Dapper Labs
Platform and marketplace — Dapper Labs builds NFT products and earns revenue from primary sales (minting new NFTs and selling them to users), marketplace transaction fees (5% on peer-to-peer trades), and licensing fees paid to sports leagues for using their IP. The company also built the Flow blockchain, which it controls and operates.
Revenue is heavily tied to NFT trading volume and new user acquisition. The licensing deals with NBA, NFL, UFC, and LaLiga give Dapper Labs exclusive rights to create digital collectibles from official content — a massive competitive moat when the market is hot, and a significant cost burden when the market cools.
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
Dapper Labs
Roham Gharegozlou was running a blockchain company called Axiom Zen when his team launched CryptoKitties in November 2017 — a game where users could buy, breed, and trade digital cats as NFTs on Ethereum. It went so viral that it congested the entire Ethereum network and accounted for 25% of all Ethereum traffic.
CryptoKitties proved that people would pay real money for unique digital assets, but it also proved that Ethereum couldn't handle consumer-scale applications. Gharegozlou spun out Dapper Labs in 2018 to solve both problems: build consumer NFT products AND build a blockchain (Flow) that could actually handle millions of users.
The NBA came calling in 2019, licensing their highlights for what became NBA Top Shot. When Top Shot launched in October 2020, a LeBron James dunk clip sold for $208,000.
By February 2021, Top Shot was processing $50 million in daily transactions. The NFT boom had arrived and Dapper Labs was at the center of it.
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
Dapper Labs
Licensing deals with major sports leagues gave Dapper Labs content that no competitor could replicate. NBA Top Shot specifically targeted sports fans, not crypto enthusiasts — a much larger addressable market.
The custodial wallet and credit card payments removed every crypto friction point, making it possible for someone with zero blockchain knowledge to buy an NFT in two minutes. Pack drops with limited supply created urgency and excitement similar to physical trading card releases.
Building the Flow blockchain gave Dapper Labs control over transaction costs and speed, avoiding Ethereum's congestion and gas fee problems. Celebrity involvement (Michael Jordan, Kevin Durant, Will Smith all invested) generated press coverage and credibility.
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
Dapper Labs
The NFT market collapsed. NBA Top Shot's monthly sales fell from $224 million in February 2021 to under $5 million by late 2022.
The $7.6 billion valuation from 2021 looks nearly impossible to justify with current revenue. Massive layoffs — the company cut over 50% of staff in multiple rounds through 2022 and 2023.
The Flow blockchain never achieved the developer adoption needed to become a major ecosystem — most NFT activity stayed on Ethereum and later Solana. Licensing deals with sports leagues require minimum guarantees regardless of volume, creating fixed costs that hurt when revenue drops.
Regulatory risk — the SEC has investigated whether NBA Top Shot moments are unregistered securities. And the core question: are digital sports highlights a lasting collectible category or were they a pandemic-era novelty?
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
Dapper Labs
NBA Top Shot — officially licensed digital basketball highlights ("moments") sold as NFTs. Users buy packs, trade moments, and complete challenges.
NFL All Day — same concept applied to American football highlights. UFC Strike — officially licensed UFC fight moments as NFTs.
LaLiga Golazos — Spanish soccer league highlights as digital collectibles. Flow blockchain — Dapper Labs' own blockchain designed for consumer applications, used by NBA Top Shot and other products.
Dapper Wallet — custodial crypto wallet that works with credit cards, removing the complexity that makes normal crypto wallets unusable for regular people.
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
Dapper Labs
Investors include Andreessen Horowitz, Coatue Management, GV (Google Ventures), Samsung, and celebrity investors including Michael Jordan, Kevin Durant, and Will Smith. The $7.6 billion valuation was reached in a 2021 funding round.
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.