EVMbench: Evaluating AI Agents on Smart Contract Security

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References (8)

[1]
GDPval: Evaluating AI Model Performance on Real-World Economically Valuable Tasks
2025Tejal Patwardhan, Rachel Dias et al.
[2]
BountyBench: Dollar Impact of AI Agent Attackers and Defenders on Real-World Cybersecurity Systems
2025Andy K. Zhang, Joey Ji et al.
[3]
CVE-Bench: A Benchmark for AI Agents' Ability to Exploit Real-World Web Application Vulnerabilities
2025Yuxuan Zhu, Antony Kellermann et al.
[4]
Uniswap v2 Core
2020H. Adams, Noah Zinsmeister et al.
[5]
What is the Blockchain?
2018
[6]
Solana : A new architecture for a high performance blockchain v 0 . 8
2018A. Yakovenko
[7]
ETHEREUM: A SECURE DECENTRALISED GENERALISED TRANSACTION LEDGER
2014D. Wood
[8]
Bitcoin: A Peer-to-Peer Electronic Cash System
2008Anthony Dewayne Hunt

Founder's Pitch

"Evaluate and enhance AI agent capabilities on smart contract security using EVMbench."

Smart Contract SecurityScore: 6View PDF ↗

Commercial Viability Breakdown

0-10 scale

High Potential

0/4 signals

0

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4/4 signals

10

Series A Potential

2/4 signals

5

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