# EVMbench

Type: Product

Source: GetYourBrief — https://getyourbrief.com/entity/evmbench
Canonical HTML page: https://getyourbrief.com/entity/evmbench

## Timeline

- **2026-07-08**: Fund III Closes at $1.2 Billion — Paradigm announces the close of its $1.2 billion Fund III with an expanded mandate into AI and robotics, and reveals early investments in Zipline and True Anomaly.
- **2026-Q2 (projected)**: Initial Benchmark Results — Expected release of the first performance data comparing various LLMs on the EVMbench suite.
- **2026-02-19**: Industry Integration — Security researchers and developers begin benchmarking existing LLMs against the EVMbench dataset.
- **2026-02-19**: Framework Documentation Released — Detailed technical specifications for EVMbench are made available to the developer community.
- **2026-02-18**: EVMbench Launch — OpenAI and Paradigm officially announce the release of the EVMbench framework for AI agent evaluation.
- **2026-02-18**: EVMbench Unveiled — OpenAI and Paradigm announce the launch of the AI security testing framework.
- **2026-02**: WSJ Reports $1.5B Target — The Wall Street Journal reports Paradigm is seeking to raise $1.5 billion for its third venture fund, citing SEC filings.
- **2018**: Paradigm Founded — Matt Huang, former Sequoia partner, and Fred Ehrsam, Coinbase co-founder, launch Paradigm as a crypto-focused VC firm.

## Recent coverage (5 stories, network-wide)

### Paradigm's $1.2B Fund III Bets on 'Technical Frontier' Beyond Crypto
2026-07-08 18:11:42 · Sector: startups · Sentiment: Positive · Impact: 8/10 · Sources: 2

Paradigm, formerly crypto-only, now aims its $1.2B third fund at the intersection of AI, robotics, and crypto. With early investments in Zipline and True Anomaly, the firm is courting deep-tech startups, leveraging its founder pedigree from Sequoia and Coinbase to compete with generalist VCs.
Full story: https://getstartupbrief.com/story/paradigm-1-2b-fund-frontier-tech-startups

### Paradigm's $1.2B Fund III Keeps Crypto Core Despite AI Pivot
2026-07-08 18:11:27 · Sector: crypto · Sentiment: Positive · Impact: 8/10 · Sources: 2

Paradigm closed its third fund at $1.2 billion, with a mandate that now includes AI and robotics alongside its core crypto focus. The firm reassures the crypto community that it will continue backing blockchain infrastructure and financial system innovation, citing active R&D in tools like Foundry, Reth, Centaur, and EVMbench.
Full story: https://getcryptobrief.com/story/paradigm-1-2b-fund-crypto-ai

### OpenAI and Paradigm Launch EVMbench to Secure Ethereum Smart Contracts
2026-02-19 13:44:32 · Sector: ai · Sentiment: Positive · Impact: 6/10 · Sources: 2

OpenAI and crypto venture firm Paradigm have introduced EVMbench, a benchmark designed to evaluate the proficiency of AI agents in detecting and remediating vulnerabilities within Ethereum smart contracts. This collaboration marks a significant step toward integrating large language models into the core security infrastructure of decentralized finance.
Full story: https://getaibrief.com/story/openai-paradigm-evmbench-ethereum-security

### OpenAI and Paradigm Launch EVMbench to Stress-Test AI Smart Contract Audits
2026-02-19 13:43:57 · Sector: crypto · Sentiment: Positive · Impact: 6/10 · Sources: 2

OpenAI and Paradigm have introduced EVMbench, a specialized evaluation framework designed to measure the proficiency of AI agents in identifying and remediating smart contract vulnerabilities. This collaboration marks a significant step in leveraging large language models to bolster the security of the Ethereum ecosystem.
Full story: https://getcryptobrief.com/story/openai-paradigm-evmbench-ethereum-security

### OpenAI and Paradigm Launch EVMbench to Test AI-Driven Smart Contract Auditing
2026-02-19 13:43:22 · Sector: cyber · Sentiment: Positive · Impact: 6/10 · Sources: 2

OpenAI and crypto venture firm Paradigm have introduced EVMbench, an evaluation framework designed to measure the proficiency of AI agents in identifying and remediating vulnerabilities within Ethereum smart contracts. This collaboration marks a significant step toward automating the auditing process for decentralized applications, potentially reducing the frequency of high-profile DeFi exploits.
Full story: https://getcyberbrief.com/story/openai-paradigm-evmbench-ethereum-security

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This page is a machine-readable summary. Sentiment measures the directional read of each development for this entity, not the tone of the reporting; impact weights consequence, not syndication reach. See https://getyourbrief.com/guides/methodology for the full editorial methodology.