Web3 Audit Benchmark: GPT-5.2 and Claude 4.5 vs. Sherlock AI

A Controlled Benchmark comparing ChatGPT 5.2 and Claude Sonnet 4.5 against Sherlock AI v2.2 on the Flayer + Moongate repo, scored by an independent security researcher for validated findings, false positives, and code-grounded evidence.

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Web3 Funding Index: Q1 2026 - Sherlock Research Report

Web3 Funding Index: Q1 2026 - Over $5 billion flowed into crypto startups across 255 deals in Q1 2026, with average deal sizes up 272% as VCs concentrated capital in prediction markets, stablecoin infrastructure, and institutional trading platforms. This Sherlock research breakdown covers every major vertical, the biggest rounds, and what the capital shift means for teams building in web3.

Apr 9, 2026

How to Start a Web3 Company in 2026

Sherlock's practical guide to building a serious web3 company in 2026, from entity setup and fundraising to compliance, security, and go-to-market.

Apr 8, 2026

Web3 Security Systems Explained: Every Major Approach Compared

Compare every major Web3 security system in 2026, from static analysis and fuzzing to audits, contests, bug bounties, and runtime monitoring, with costs, tradeoffs, and when to use each.

Apr 8, 2026

The Sherlock Web3 Security Report Q1 2026: Every Major Hack, Exploit, and Trends

Sherlock’s State of Web3 Security: Q1 2026 breaks down the biggest crypto security incidents, attack trends, and over $450M in losses across Web3 from January 1 to April 1, 2026.

Apr 6, 2026

Major Stablecoin Protocol in 2026: The Full Market Landscape

Get a view into all of the major stablecoin protocols operating in the Web3 space in 2026 with Sherlock.

Mar 31, 2026

The Complete Web3 Protocol Index for 2026: Every Major Project by Vertical

A living 2026 index of major Web3 protocols by vertical, with concise profiles covering chains, tokens, funding, investors, TVL, market cap, and direct links.

Mar 30, 2026

Secure Your Protocol with sherlock

Sherlock delivers complete lifecycle security, from early development to protection on live code. Tell us what stage you’re in and we’ll help you from there.