Contrast AI SmartFix (agentic vulnerability remediation) vs GitHub Copilot coding agent
Contrast AI SmartFix (agentic vulnerability remediation) (Contrast Security) and GitHub Copilot coding agent (GitHub) 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) |  GitHub Copilot coding agent |
|---|---|---|
| Vendor | Contrast Security | GitHub |
| HQ | United States · North America | United States · North America |
| Primary category | Code security | Code security |
| Also listed in | Code security | Code security, Business operations |
| 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. | GitHub Copilot’s coding agent. Listed here only for the official workflow that assigns Dependabot security alerts to Copilot (or other agents) to open a draft fix PR. |
| Framework tags (Agent Index) | — | — |
| Frameworks (vendor-claimed) | — | — |
| Capabilities / tasks | appsec, sast, remediation, pr review | agent platform with security integrations, remediation, sca |
| Pricing (as published) | Not published | Requires a Copilot plan that includes coding agent (Copilot Pro is $10/month with included AI credits on github.com/features/copilot/plans) plus GitHub Code Security for assigning Dependabot alerts ($30 per active committer/month on github.com/security/plans; public repos differ). Coding-agent sessions consume GitHub AI credits. |
| Pricing model | quote | freemium |
| Primary source | https://docs.contrastsecurity.com/en/contrast-ai-smartfix.html | https://github.blog/changelog/2026-04-07-dependabot-alerts-are-now-assignable-to-ai-agents-for-remediation/ |
| Last checked | 2026-10-18 | 2026-10-18 |
| Official site | https://docs.contrastsecurity.com/en/contrast-ai-smartfix.html | https://docs.github.com/en/copilot/concepts/agents/coding-agent |
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 — 24 listings (Application security scanning, suggested or automated code fixes, and pull-request security review)
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