EVMbench: AIs Testing ETH Contracts
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Contents
OpenAI, in collaboration with Paradigm and OtterSec, released the “EVMbench: Evaluating AI Agents on Smart Contract Security” benchmark. This benchmark evaluates the abilities of different AI models to detect, patch, and exploit 120 security vulnerabilities in crypto smart contracts.
EVMbench Leaderboard: Claude Opus 4.6 Leads
Anthropic’s Claude Opus 4.6 model leads with an average 37.824 dollars “detect award”. OpenAI’s OC-GPT-5.2 follows with 31.623 dollars, and Google’s Gemini 3 Pro with 25.112 dollars.
| AI Model | Detect Award ($) |
|---|---|
| Claude Opus 4.6 | 37.824 |
| OC-GPT-5.2 | 31.623 |
| Gemini 3 Pro | 25.112 |
AI Agents Are Transforming ETH Smart Contracts
OpenAI emphasized that AI agents will transform attacker and defender roles in smart contracts protecting billions of dollars in assets. This directly impacts EVM security, which we examined on our ETH detailed analysis pages.
2025 Hacks: 3.4 Billion Dollars Lost
In 2025, attackers stole 3.4 billion dollars in crypto. Dragonfly managing partner Haseeb Qureshi stated that smart contracts are not designed according to human intuition, and AI-mediated self-operating wallets will shape the future.
AI-Crypto Vision from Circle and CZ
Circle CEO Jeremy Allaire predicts that within five years, billions of AI agents will make payments with stablecoins. Former Binance CEO CZ also sees crypto as the natural currency for AI agents. This trend strengthens ETH-based DeFi.
BlackRock Staked ETH ETF Application Highlights ETH Security
Breaking news: BlackRock will take 18% of the staking fees from its new staked Ethereum ETF. This application may increase ETH staking vulnerabilities; tools like EVMbench will play a critical role. Watch ETH futures trading.
ETH Price and Technical Analysis: Support Levels
ETH price $1,966.69 (-0.64% 24h). RSI 34.11 (Oversold), downtrend, Supertrend bearish. EMA 20: $2,159.30.
- Supports: S1 $1,955.58 (82/100 ⭐ Strong), S2 $1,747.80 (66/100 ⭐ Strong)
- Resistances: R1 $2,002.07 (66/100 ⭐ Strong), R2 $2,107.97 (66/100 ⭐ Strong)
AI security benchmarks can create opportunities for ETH investors along with WLD analysis.