Autonomous pentesting, compared
PurpleSwarm vs Aikido
Aikido bundles many AppSec scanners into one dashboard. PurpleSwarm focuses on autonomous pentesting: exploitable black-box findings, human expert steering, and continuous testing.
The Verdict
Aikido is a strong choice for teams that want an all-in-one AppSec dashboard across SAST, DAST, SCA, cloud, and related scanners. PurpleSwarm is a better fit for small teams with no security setup yet because it catches findings across the full stack, and for larger teams that already have security tooling and do not want to replace their whole AppSec stack.
Best Fit
Choose PurpleSwarm
Choose PurpleSwarm if you want a dedicated autonomous pentesting platform with human expert oversight and validated exploitable findings.
Choose Aikido
Choose Aikido if you want a broad all-in-one AppSec suite more than a focused autonomous pentesting service.
At a Glance
How PurpleSwarm compares across delivery, workflow, coverage, and buyer fit.
| Category | PurpleSwarm | Aikido |
|---|---|---|
| Delivery model | SaaS platform; optional enterprise on-prem installation | Closed-source SaaS AppSec suite |
| Product focus | Autonomous pentesting and continuous security testing | All-in-one AppSec platform with an AI pentest module |
| Starting price | From $200/month | Free tier; AI pentest from about $4,000/assessment |
| Risk-free guarantee | Guaranteed: if no findings are found, you do not pay | Similar guarantee for AI pentest assessments only |
| Testing model | Autonomous AI steered by human penetration testing experts | Automated AppSec scanning plus AI pentest capability |
| Finding validation | Validated and human-checked exploitable findings | Validated findings in an AppSec workflow |
| Primary surface | Mainly black-box app, API, and web testing; white-box and PR checks for continuous testing | SAST, DAST, SCA, CSPM, secrets, containers, and related AppSec categories |
| Attack coverage | 50+ security attack classes, including OWASP Top 10 | Broad AppSec scanner coverage |
| Customization | Can be fine-tuned to the project and focused on the most important attacks | Centralized scanner configuration and triage |
| Outputs | Dashboard, CSV, reproduction steps, and compliance reports | Dashboard findings, triage, and AppSec reports |
| Best for | Teams that want focused autonomous pentesting with human oversight | Teams that want one dashboard for many AppSec scanner categories |
Where PurpleSwarm Wins
- PurpleSwarm is built around autonomous pentesting depth rather than broad scanner aggregation.
- Findings are validated, human-checked, and focused on externally exploitable attack paths.
- PurpleSwarm includes a no-findings, no-payment guarantee for autonomous pentesting.
- The testing can be tuned to a specific project and prioritized around the attacks that matter most.
Where Aikido Wins
- Aikido is stronger if the main goal is one dashboard for many AppSec categories.
- Aikido can reduce tool sprawl for teams that want SAST, DAST, SCA, CSPM, secrets, and container scanning in one platform.
- Aikido also offers a no-findings guarantee for its AI pentest assessments.
Start with validated findings.
PurpleSwarm helps teams identify exploitable vulnerabilities in minutes, prepare for autonomous AI attacks, and bring human oversight into continuous security testing.
Start Scan