Top AI application security engineer agents
The top AI application security engineer agents on The Agent Benchmark are Corgea (4.7 of 10), Tolmo (3.4) and NebuSec (2.5), of 8 ranked. Data as of 3 Oct 2026.
An AI application security engineer finds and fixes security vulnerabilities in source code, dependencies, or cloud configuration, for example code scanning and automatic security patches.
- Ranked agents
- 8
- in Security
- Median score
- 2.1
- of 10
- From YC
- 8
- none from outside YC
Ranked application security engineer agents
All 8, best score first. The score adds public proof, scale, momentum and autonomy; it is not a hands-on test. How scoring works
- 1
CorgeaS23Corgea finds, and fixes insecure code and packages autonomously.Proof2Scale4Momentum8Autonomy6Score4.7 - 2
TolmoSp26Tolmo is the AI security platform that secures every layer of cloud…Proof0Scale4Momentum4Autonomy8Score3.4 - 3
NebuSecS26Autonomous AI defense system for cyber attackProof0Scale2Momentum4Autonomy6Score2.5 - 4
ZeroPathS24Automatically find and fix your software vulnerabilitiesProof0Scale4Momentum0Autonomy8Score2.4 - 5
Gecko SecurityF24The AI Security Engineer to Find and Fix VulnerabilitiesProof2Scale1Momentum0Autonomy6Score1.8 - 6
winfuncS24ai-native security engineering for mission critical codebasesProof0Scale1Momentum0Autonomy8Score1.5 - 7
SuperagentW24Security for AI-native developersProof0Scale1Momentum0Autonomy6Score1.2 - 8
OpenHackF26Always-on AI security engineerProof0Scale0Momentum1Autonomy6Score1.2
Can agents do this job?
Nearly all tasksin security
Public benchmarks cover 35% of the work in this job family (7 benchmarks). About the job, not one agent.
Source: Can Agents Work?
Data as of 3 Oct 2026. The score uses public evidence only. Read the methodology · Missing an agent? Submit it