Black Duck Signal vs Contrast AI SmartFix
Quick answer
Black Duck Signal (agentic AI AppSec) (Black Duck) and Contrast AI SmartFix (agentic vulnerability remediation) (Contrast Security) are both listed in the Code security category of Agent Index.
They share no framework tags in our dataset.
This is not a ranking.
Black Duck Signal (agentic AI AppSec) (Black Duck) and Contrast AI SmartFix (agentic vulnerability remediation) (Contrast Security) are both listed in the Code security category of Agent Index. They share no framework tags in our dataset.
| Field |  Black Duck Signal (agentic AI AppSec) |  Contrast AI SmartFix (agentic vulnerability remediation) |
|---|---|---|
| Vendor | Black Duck | Contrast Security |
| HQ | United States · North America | United States · North America |
| Primary category | Code security | Code security |
| Also listed in | Code security, Security | Code security |
| Summary | 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. | An AI agent that runs as a GitHub Action, takes vulnerabilities found by Contrast's IAST (Assess) and SAST, writes code fixes using runtime context, runs your build and tests, and opens pull requests for developers to review. |
| Frameworks (vendor-stated) | — | — |
| Frameworks (vendor-claimed) | — | — |
| Capabilities / tasks | appsec, sast, remediation, vulnerability management | appsec, sast, remediation, pr review |
| Pricing (as published) | Not published | Not published |
| Pricing model | quote | quote |
| Primary source | https://www.blackduck.com/signal-ai-appsec.html | https://docs.contrastsecurity.com/en/contrast-ai-smartfix.html |
| Last checked | 2026-10-18 | 2026-10-18 |
| Official site | https://www.blackduck.com/signal-ai-appsec.html | https://docs.contrastsecurity.com/en/contrast-ai-smartfix.html |
FAQ (from this dataset)
What is the difference between Black Duck Signal and Contrast AI SmartFix?
Both are listed under Code security. Shared tasks: appsec, sast, remediation. Black Duck Signal-only tasks: vulnerability-management. Contrast AI SmartFix-only tasks: pr-review. Differences are from stored category and task tags, not a ranking.
Which one publishes pricing?
Black Duck Signal (agentic AI AppSec): Not published Contrast AI SmartFix (agentic vulnerability remediation): Not published
Where are Black Duck Signal and Contrast AI SmartFix headquartered?
Black Duck Signal (agentic AI AppSec) publishes HQ in United States. Contrast AI SmartFix (agentic vulnerability remediation) publishes HQ in United States.
Also in this use case
Other verified listings that share a task tag or use-case group with Black Duck Signal (agentic AI AppSec) or Contrast AI SmartFix (agentic vulnerability remediation). 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.
Use-case comparisons
- AI code security agents — 33 listings (Application security scanning, suggested or automated code fixes, and pull-request security review)
Related
- Black Duck Signal (agentic AI AppSec) alternatives
- Contrast AI SmartFix (agentic vulnerability remediation) alternatives
- Best code security AI agents
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More Contrast AI SmartFix (agentic vulnerability remediation) comparisons
- Aikido AI AutoFix vs Contrast AI SmartFix (agentic vulnerability remediation)
- AISLE (autonomous vulnerability discovery, triage and verified-fix agents) vs Contrast AI SmartFix (agentic vulnerability remediation)
- Amazon Q Developer security scanning vs Contrast AI SmartFix (agentic vulnerability remediation)
- Amnify security agents (agent-driven code audit, AI pentesting, PR review and autofix pull requests) vs Contrast AI SmartFix (agentic vulnerability remediation)
- Checkmarx One Assist vs Contrast AI SmartFix (agentic vulnerability remediation)