Contrast AI SmartFix (agentic vulnerability remediation) vs StackHawk Wingman (find-fix-verify security for AI coding agents)
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. |
| Framework tags (Agent Index) | — | — |
| 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/ |
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.
Side-by-side data is generated from the open dataset. “Vendor-claimed” frameworks are as marketed by each vendor and not verified by Agent Index; framework tags indicate relevance, not certification. Request current quotes from each vendor before buying. This page does not rank or score vendors. Sponsored comparisons, if any, will be labelled.
Use-case comparisons
- AI code security agents — 25 listings (Application security scanning, suggested or automated code fixes, and pull-request security review)
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