Aikido AI AutoFix vs Black Duck Signal (agentic AI AppSec)
Quick answer
Aikido AI AutoFix (Aikido Security) and Black Duck Signal (agentic AI AppSec) (Black Duck) are both listed in the Code security category of Agent Index.
They share no framework tags in our dataset.
This is not a ranking.
Aikido AI AutoFix (Aikido Security) and Black Duck Signal (agentic AI AppSec) (Black Duck) are both listed in the Code security category of Agent Index. They share no framework tags in our dataset.
| Field |  Aikido AI AutoFix |  Black Duck Signal (agentic AI AppSec) |
|---|---|---|
| Vendor | Aikido Security | Black Duck |
| HQ | Belgium · Europe | United States · North America |
| Primary category | Code security | Code security |
| Also listed in | Code security, Security | Code security, Security |
| Summary | Aikido AutoFix turns SAST, SCA, IaC, container, pentest and AI code-audit findings into reviewable pull requests or IDE patches. Vendor is Belgium-founded with a Ghent European HQ. | Agentic AI application security tool (GA March 2026) with role- and task-based agents that analyse new code in any language, filter findings by exploitability and apply verified fixes, callable from Claude Code, Gemini and GitHub Copilot via MCP. |
| Frameworks (vendor-stated) | — | — |
| Frameworks (vendor-claimed) | — | — |
| Capabilities / tasks | appsec, remediation, sast, vulnerability management, iac | appsec, sast, remediation, vulnerability management |
| Pricing (as published) | Published plans on aikido.dev/pricing include a free option and paid team plans (Basic listed at $300/month for 10 users on the pricing page at last check). Confirm current amounts on the vendor pricing page. | Not published |
| Pricing model | freemium | quote |
| Primary source | https://www.aikido.dev/code/autofix | https://www.blackduck.com/signal-ai-appsec.html |
| Last checked | 2026-10-18 | 2026-10-18 |
| Official site | https://www.aikido.dev/code/autofix | https://www.blackduck.com/signal-ai-appsec.html |
FAQ (from this dataset)
What is the difference between Aikido AI AutoFix and Black Duck Signal?
Both are listed under Code security. Shared tasks: appsec, remediation, sast, vulnerability-management. Aikido AI AutoFix-only tasks: iac. Black Duck Signal-only tasks: none. Differences are from stored category and task tags, not a ranking.
Which one publishes pricing?
Aikido AI AutoFix: Published plans on aikido.dev/pricing include a free option and paid team plans (Basic listed at $300/month for 10 users on the pricing page at last check). Confirm current amounts on the vendor pricing page. Black Duck Signal (agentic AI AppSec): Not published
Where are Aikido AI AutoFix and Black Duck Signal headquartered?
Aikido AI AutoFix publishes HQ in Belgium. Black Duck Signal (agentic AI AppSec) publishes HQ in United States.
Also in this use case
Other verified listings that share a task tag or use-case group with Aikido AI AutoFix or Black Duck Signal (agentic AI AppSec). Open a pair page or the use-case table — this is not a ranking.
- Amnify security agents (agent-driven code audit, AI pentesting, PR review and autofix pull requests) — German AppSec product from Düsseldorf: a team of agents audits repositories (SAST, secrets, SCA, IaC, CI/CD) and cloud accounts, triages signals so only confirmed findings surface, pentests running apps inside a verified scope with a separate agent reproducing every finding, reviews pull requests with a merge-blocking status check, and opens fix pull requests that run your tests but never merge themselves. · Amnify security agents (agent-driven code audit, AI pentesting, PR review and autofix pull requests) pair comparison
- Covasant TPRM (agentic third-party risk management) — Third-party risk product from Hyderabad-headquartered Covasant. Purpose-built AI agents onboard vendors through due-diligence workflows, chase vendors who are slow to respond, keep watching news, sanctions and financial data, and, when risk thresholds break, open remediation workflows, track vendor responses, escalate unresolved issues and produce DORA, SOX and NIST reporting packages.
- noze CyberAgent (AI agent for continuous attack-surface monitoring, automated validation pentesting and NIS2 evidence) — Italian agent for mid-sized companies and NIS2 entities without an in-house SOC: after verifying domain control it continuously discovers assets and assesses network, web apps and APIs, correlates findings with EPSS and CISA KEV, confirms exploitability with automated validation pentests, ranks risks by business impact and prepares NIS2, DORA and ISO 27001 reports; the team decides what to fix.
Use-case comparisons
- AI code security agents — 33 listings (Application security scanning, suggested or automated code fixes, and pull-request security review)
Related
- Aikido AI AutoFix alternatives
- Black Duck Signal (agentic AI AppSec) alternatives
- Best code security AI agents
More Aikido AI AutoFix comparisons
- Aikido AI AutoFix vs AISLE (autonomous vulnerability discovery, triage and verified-fix agents)
- Aikido AI AutoFix vs Amazon Q Developer security scanning
- Aikido AI AutoFix vs Amnify security agents (agent-driven code audit, AI pentesting, PR review and autofix pull requests)
- Aikido AI AutoFix vs Checkmarx One Assist
- Aikido AI AutoFix vs Claude Code security review
More Black Duck Signal (agentic AI AppSec) comparisons
- AISLE (autonomous vulnerability discovery, triage and verified-fix agents) vs Black Duck Signal (agentic AI AppSec)
- Amazon Q Developer security scanning vs Black Duck Signal (agentic AI AppSec)
- Amnify security agents (agent-driven code audit, AI pentesting, PR review and autofix pull requests) vs Black Duck Signal (agentic AI AppSec)
- Black Duck Signal (agentic AI AppSec) vs Checkmarx One Assist
- Black Duck Signal (agentic AI AppSec) vs Claude Code security review