Contrast AI SmartFix vs StackHawk Wingman
Quick answer
Contrast AI SmartFix (agentic vulnerability remediation) (Contrast Security) and StackHawk Wingman (find-fix-verify security for AI coding agents) (StackHawk (StackHawk, Inc.)) are both listed in the Code security category of Agent Index.
They share no framework tags in our dataset.
This is not a ranking.
Contrast AI SmartFix (agentic vulnerability remediation) (Contrast Security) and StackHawk Wingman (find-fix-verify security for AI coding agents) (StackHawk (StackHawk, Inc.)) are both listed in the Code security category of Agent Index. They share no framework tags in our dataset.
| Field |  Contrast AI SmartFix (agentic vulnerability remediation) |  StackHawk Wingman (find-fix-verify security for AI coding agents) |
|---|---|---|
| Vendor | Contrast Security | StackHawk (StackHawk, Inc.) |
| HQ | United States · North America | United States · North America |
| Primary category | Code security | Code security |
| Also listed in | Code security | Code security, Security |
| Summary | 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. | Security plugin for AI coding agents (Claude Code, Cursor, GitHub Copilot, Codex, Antigravity) that runs dynamic tests against the running app during the coding session, has the agent triage and fix what it finds, then rescans to prove the fix before the pull request. Published at US$10 per user per month. |
| Frameworks (vendor-stated) | — | — |
| Frameworks (vendor-claimed) | — | — |
| Capabilities / tasks | appsec, sast, remediation, pr review | appsec, remediation, vulnerability management, agent platform with security integrations |
| Pricing (as published) | Not published | Wingman: US$10 per user per month, unlimited apps, 14-day free trial (no card). Scale plan: contact sales. |
| Pricing model | quote | published-tiers |
| Primary source | https://docs.contrastsecurity.com/en/contrast-ai-smartfix.html | https://www.stackhawk.com/product/wingman/ |
| Last checked | 2026-10-18 | 2026-10-18 |
| Official site | https://docs.contrastsecurity.com/en/contrast-ai-smartfix.html | https://www.stackhawk.com/product/wingman/ |
FAQ (from this dataset)
What is the difference between Contrast AI SmartFix and StackHawk Wingman?
Both are listed under Code security. Shared tasks: appsec, remediation. Contrast AI SmartFix-only tasks: sast, pr-review. StackHawk Wingman-only tasks: vulnerability-management, agent-platform-security-integrations. Differences are from stored category and task tags, not a ranking.
Which one publishes pricing?
Contrast AI SmartFix (agentic vulnerability remediation): Not published StackHawk Wingman (find-fix-verify security for AI coding agents): Wingman: US$10 per user per month, unlimited apps, 14-day free trial (no card). Scale plan: contact sales.
Where are Contrast AI SmartFix and StackHawk Wingman headquartered?
Contrast AI SmartFix (agentic vulnerability remediation) publishes HQ in United States. StackHawk Wingman (find-fix-verify security for AI coding agents) publishes HQ in United States.
Listings tagged agent platform with security integrations are coding platforms with a documented scanner or vulnerability-fix workflow, not dedicated application-security products. Dedicated AppSec listings are compared on the AI code security agents table.
Use-case comparisons
- AI code security agents — 33 listings (Application security scanning, suggested or automated code fixes, and pull-request security review)
Related
- Contrast AI SmartFix (agentic vulnerability remediation) alternatives
- StackHawk Wingman (find-fix-verify security for AI coding agents) alternatives
- Best code security AI agents
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More StackHawk Wingman (find-fix-verify security for AI coding agents) comparisons
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- Amazon Q Developer security scanning vs StackHawk Wingman (find-fix-verify security for AI coding agents)
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