Crypto Gloss

Paradigm

Paradigm is a San Francisco-based investment firm founded in 2018 by Matt Huang and Fred Ehrsam, focused exclusively on crypto and Web3. Unlike most venture firms that moved into crypto opportunistically during bull markets, Paradigm was founded by two founders with deep crypto-native backgrounds and structured from the outset as a long-duration, research-first fund. It is widely regarded as the most technically rigorous investor in the space, known as much for its blog posts and protocol contributions as for its portfolio performance.

Founders

Matt Huang is a co-founder and managing partner. He joined Sequoia Capital as a partner after selling his company Hotspots to Twitter, and while at Sequoia made an early personal investment in Bitcoin. He left Sequoia in 2018 to co-found Paradigm. Huang has served on the boards of several Paradigm portfolio companies and is known for a measured, long-horizon view of the crypto market.

Fred Ehrsam co-founded Coinbase with Brian Armstrong in 2012 and served as President until departing in 2017. Ehrsam’s operational experience at one of the first mainstream crypto exchanges gave Paradigm unusual insight into exchange dynamics, token liquidity, and protocol adoption from the earliest days of the firm.

Research Culture

Paradigm’s research output sets it apart from nearly all other investors. The firm publishes detailed technical writing on mechanism design, cryptographic primitives, and protocol architecture — and many of its papers have become standard reading in DeFi and Ethereum development circles.

Notable research contributions from Paradigm’s team:

  • Uniswap v3 mechanism analysis and concentrated liquidity model analysis
  • “CFMM” (Constant Function Market Maker) theory — formal treatment of AMM mathematics
  • Flash Loans analysis — early formal examination of what flash loans enable and their griefing risks
  • “MEV and Me” — accessible explanation of Maximal Extractable Value and its protocol-level implications
  • EIP feedback and co-authorship — Paradigm researchers have contributed to several Ethereum improvement proposals

The firm uses a custom software tool called Foundry — a fast, Rust-based Ethereum development framework that Paradigm’s team built and released open-source in 2021. Foundry became the dominant smart contract testing framework in Ethereum development, used by teams across the ecosystem.

Funds and Capital

Paradigm has raised two flagship funds:

Fund Year Size
Paradigm Fund I 2018 ~$400M
Paradigm Fund II 2021 $2.5B

The 2021 fund raise — $2.5B — was one of the largest dedicated crypto fund raises in history at the time, underscoring both the institutional appetite for crypto exposure during the bull market and Paradigm’s standing as a top-tier manager.

Key Portfolio

Paradigm’s investment style favors early-stage protocol companies. Notable investments include:

  • Uniswap — the leading decentralized exchange on Ethereum
  • Compound — early DeFi lending protocol
  • MakerDAO — issuer of the DAI stablecoin
  • dYdX — decentralized perpetuals exchange
  • Optimism — Ethereum L2 rollup
  • StarkWare — ZK-proof scaling company (StarkNet, StarkEx)
  • Celestia — modular blockchain data availability layer
  • Blur — NFT marketplace with professional trading focus
  • Magic Eden — NFT marketplace focused on Solana and Bitcoin ordinals
  • FTX — the now-bankrupt exchange run by Sam Bankman-Fried (written off)

The FTX investment was a notable miss. Paradigm put $278M into FTX’s Series B and Series C rounds, and wrote the investment to zero after FTX’s collapse in November 2022. The firm was publicly critical of SBF’s actions post-collapse.

Controversies

Paradigm’s FTX investment drew scrutiny — not just for the financial loss, but for whether the due diligence by such a sophisticated firm should have surfaced FTX’s operational fragility earlier. Paradigm has not publicly addressed the specific lapses in diligence.

The firm’s influence in DeFi governance has also been questioned. As a large token holder in multiple protocols (UNI, COMP, MKR, etc.), Paradigm’s governance votes carry significant weight. Critics have noted tensions between Paradigm’s economic interests as a token holder and the broader interests of protocol communities.

Social Media Sentiment

Paradigm occupies an unusual position in crypto discourse. On CT (Crypto Twitter), the firm is broadly respected for its research output — Paradigm blog posts frequently go viral among technical audiences. At the same time, the FTX loss and the firm’s occasionally outsized influence on DeFi governance have made it a target of criticism from decentralization purists. The release of Foundry as open-source software earned significant goodwill in the developer community that the FTX episode did not fully erode.

Last updated: 2026-04

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