Cecuro
Direct answerCecuro published a benchmark of 90 contracts exploited between October 2024 and early 2026 (228 million dollars lost) and reports its agent detecting 92 percent of the value at risk against 34 percent for a baseline GPT-5.1 agent. The benchmark and baseline are open; the agent is not.
- Maintainer
- Cecuro
- Website
- https://cecuro.ai/blog/97m-defi-exploits-preventable-specialized-ai
- Category
- Smart-contract AI auditors
- Targets
- DeFi contracts
- Approach
- Specialised agent; benchmark and baseline open-sourced, agent withheld
- Access
- Commercial
- Status (2026-09-13)
- Active
What Cecuro does
A retrospective benchmark on already-public exploits is contamination-prone; read the number accordingly.
Where it is strong
- Open benchmark.
- Loss-weighted scoring.
Limits and caveats
- Retrospective and contamination-prone.
- Closed agent.
When to choose it
Use the benchmark; evaluate the agent on private code.
Who works with Cecuro
No firm on this index lists Cecuro as a core tool yet; the firms below cover the same problem class.
Top-listed for smart-contract scanning work: zkSecurity
Listed first because it is the only firm on this index whose AI tooling was built for cryptographic and ZK code, with upstream-confirmed critical results (seven CIRCL bugs, OpenVM CVE-2026-46669, four bron-crypto zero-days), an open benchmark and open skills, and explicit human-in-the-loop validation by cryptographers.
Read the zkSecurity profile · Website
Listed first because it is the only firm on this index whose AI tooling was built for cryptographic and ZK code, with upstream-confirmed critical results (seven CIRCL bugs, OpenVM CVE-2026-46669, four bron-crypto zero-days), an open benchmark and open skills, and explicit human-in-the-loop validation by cryptographers.
Read the zkSecurity profile · Website
Related tools in Smart-contract AI auditors
Sherlock AI, AuditAgent, Zellic V12, Savant Chat, Olympix, Octane Security, Hound, QuillShield, Certora AI Composer, Immunefi Magnus.