CISO Tribune

Vendor comparison · 2 companies

StackHawk vs Traceable AI

StackHawk sells two plans, Wingman and StackHawk Scale, that run on HawkScan, a runtime testing engine for running applications. Traceable offers continuous discovery and posture insights for APIs and MCP tools to identify and manage security risks across modern AI applications. CISO Tribune files both under Dynamic application security testing and API security. This page sets the two records side by side: what each sells, where it is based, who owns and funds it, the customers it names and its recent news, each fact numbered to its source.

Change the companies

Up to four companies side by side.

  • StackHawk
  • Traceable AI
StackHawk vs Traceable AI: Products, Customers and Funding Compared
StackHawkStackHawk sells two plans, Wingman and StackHawk Scale, that run on HawkScan, a runtime testing engine for running applications.stackhawk.comTraceable AITraceable offers continuous discovery and posture insights for APIs and MCP tools to identify and manage security risks across modern AI applications.traceable.ai
What it sells
  • Wingman[15][16]Runs inside a coding agent and tests the running app.
  • StackHawk Scale[15][16]The plan for security teams covering every app in the organization.
  • HawkScan[3][15]The runtime testing engine that tests the running application with real requests.
  • Application & API Posture Management[1]Discovers applications and APIs and assesses their security posture and risk.
  • Application & API Security TestingTests applications and APIs for security weaknesses using contextual analysis.
  • Application & API ProtectionDetects attacks and protects running applications and APIs at runtime.
Categories
Headquarters
Not stated on its pagesNot stated on its pages
Founded
Not stated on its pagesNot stated on its pages
Ownership and funding
Not stated on its pagesPrivately held[4][7]
Named customers
Not stated on its pagesNot stated on its pages
Recent news
  • April 30, 2026StackHawk connected its scan findings to Wiz, where they are synced automatically and shown as enrichment data on the Attack Surface Findings page.[12]
  • December 16, 2025StackHawk launched Business Logic Testing, automated multi-user authorization testing aimed at BOLA, BFLA and privilege escalation vulnerabilities.[14]
  • November 20, 2025StackHawk announced an integration that correlates findings from Endor Labs' SAST with StackHawk DAST findings.[13]
Not stated on its pages
G2 and Gartner Peer Insights
  • G2: Not stated on its pages
  • Gartner Peer Insights: Not stated on its pages
  • G2: Not stated on its pages
  • Gartner Peer Insights: Not stated on its pages
Who it fits
Application security and product security teams that need coverage across every app and API are named as buyers, and the Scale plan is for security teams covering every app in the organization. The industries named are financial services, health tech, insurance, media, transportation, education technology, and cloud analytics. Scans are described as fitting into any pipeline and any environment, with no vendor cloud.Traceable describes financial services and fintech organizations as subject to compliance mandates including PCI-DSS, FFIEC, GDPR, CCPA and CPRA. Traceable describes public agencies as increasing their use of APIs, and federal agencies as facing challenges in aligning API security to strategic plans, executive orders and mandates. A neobank subject to compliance and regulatory requirements made adoption of an API security platform a priority. Traceable provides security and data flow analytics for SOC teams, incident responders and threat hunters, and offers a range of deployment options for securing APIs across a digital enterprise.
Last verified
November 2, 2026October 16, 2026

Where they overlap

  • StackHawk and Traceable AI are both filed under Dynamic application security testing and API security.

Where they differ, field by field

  • StackHawk's primary category is Dynamic application security testing; Traceable AI's is API security.
  • Traceable AI is also filed under WAF and WAAP.
  • StackHawk lists Wingman, StackHawk Scale and HawkScan. Traceable AI lists Application & API Posture Management, Application & API Security Testing and Application & API Protection.
  • Traceable AI is privately held.

What it sells: StackHawk

What Wingman does[15][16]
Wingman runs inside the coding agent that engineers already use. When the agent finishes a feature, Wingman tests the running app with HawkScan, hands the findings to the same agent, and rescans after the fix.
What StackHawk Scale does[15][16]
StackHawk Scale adds attack surface discovery and program reporting for security teams. StackHawk Scale is priced by team, not by usage.
What HawkScan does[3][15]
HawkScan tests the running application with real requests. StackHawk scans run as a CLI or Docker container that spins up and shuts down per scan. StackHawk scan configuration is YAML config-as-code, versioned alongside the app.

Questions about StackHawk and Traceable AI

What do StackHawk and Traceable AI sell?
StackHawk sells Wingman, StackHawk Scale and HawkScan. Traceable AI sells Application & API Posture Management, Application & API Security Testing and Application & API Protection.
Are StackHawk and Traceable AI in the same category?
They share Dynamic application security testing and API security. StackHawk's primary category is Dynamic application security testing and Traceable AI's is API security.
Who owns StackHawk and Traceable AI?
Traceable AI is privately held.
Who are StackHawk and Traceable AI sold to?
Application security and product security teams that need coverage across every app and API are named as buyers, and the Scale plan is for security teams covering every app in the organization. Traceable describes financial services and fintech organizations as subject to compliance mandates including PCI-DSS, FFIEC, GDPR, CCPA and CPRA.
What have StackHawk and Traceable AI announced recently?
April 30, 2026: StackHawk connected its scan findings to Wiz, where they are synced automatically and shown as enrichment data on the Attack Surface Findings page.

About StackHawk

StackHawk sells two plans, Wingman and StackHawk Scale, that run on HawkScan, a runtime testing engine for running applications. StackHawk calls itself the security feedback layer for coding agents. StackHawk integrates into the agent loop to test the running app. The same AI coding agent that builds a feature calls StackHawk to scan the app, fix issues, and verify them before a push. StackHawk was founded in 2019 by Joni Klippert and Scott Gerlach. StackHawk is headquartered in Denver, Colorado. In July 2019 the StackHawk founding team came together to fix a problem: application security testing ran quarterly while software shipped daily.[1][3]

Wingman runs inside the coding agent that engineers already use, including Claude Code, Cursor, GitHub Copilot, Codex, and Antigravity. When the agent finishes a feature, Wingman tests the running app with HawkScan, hands the findings to the same agent, and rescans after the fix. Wingman auto-configures and boots the app, then tests it the way an attacker would. Wingman finds and fixes vulnerabilities in the same session, then rescans to verify the fix held. StackHawk provides a clean signal for CI and an attestation tied to each commit.[16]

StackHawk Scale is the plan for security teams covering every app in the organization. StackHawk Scale adds attack surface discovery and program reporting for security teams. StackHawk Scale is priced by team, not by usage, and unlimited apps and unlimited agentic scans are included.[16]

HawkScan tests the running application with real requests. StackHawk scans run as a CLI or Docker container that spins up and shuts down per scan. StackHawk scan configuration is YAML config-as-code, versioned alongside the app. StackHawk scans execute directly in GitHub Actions, GitLab, Jenkins, and CircleCI. StackHawk runs scans with no vendor cloud and no traffic traversing the internet to reach the apps. StackHawk supports incremental testing on code changes rather than full-app rescans. StackHawk delivers results in PR comments, Slack, Jira, and Datadog.[7][17]

StackHawk tests REST, GraphQL, SOAP, and gRPC APIs with real requests, auth flows, and attack scenarios. StackHawk tests LLM interfaces for prompt injection, data leakage, and unvalidated model outputs at runtime. StackHawk coverage runs from SQL injection, cross-site scripting, and remote code execution to sensitive data exposure, broken access control, and LLM risks such as prompt injection.[8][17]

The StackHawk platform extends the DAST testing engine with visibility from code and oversight across an AppSec program. Once a source code management system is integrated, StackHawk maps every API and app component from the code, including shadow APIs and AI/LLM interfaces. StackHawk uses risk insights from code to focus testing on the repositories and applications that carry the most exposure. StackHawk has native connections to GitHub, GitLab, Jira, Slack, Datadog, and SIEM and ticketing tools. StackHawk has native integrations with Jira, ServiceNow, Slack, and Microsoft Teams.[2][5][9][17][18]

With the HawkScan skill, the agent runs security tests against the running app, and vulnerabilities are identified, remediated, and verified post-commit and pre-PR. StackHawk agent skills install into Cursor via .cursor/rules/. StackHawk agent skills ship as a Codex plugin, and after install Codex can configure scans, test the local app, and remediate findings. Copilot discovers StackHawk skills from a repository.[1][3]

StackHawk names engineering teams shipping with AI coding agents among the teams that use it. StackHawk serves regulated and high-volume industries: financial services, health tech, insurance, media, transportation, education technology, and cloud analytics. StackHawk has SOC 2 Type II certification and role-based access control. StackHawk reached general availability in September 2020. StackHawk raised a $10 million Series A led by Sapphire Ventures in October 2020 and a $20.7 million Series B co-led by Sapphire and Costanoa Ventures in May 2022. In September 2026 StackHawk launched Wingman, which moves the find, fix, and verify loop inside the coding agent.[3][4][5][6][7][8][9][11][16][17][18]

StackHawk on the record

Sources

StackHawk full record

  1. [1]stackhawk.comStackHawk · stackhawk.com · undated page, accessed September 27, 2026 · Tier A
  2. [2]Stackhawk launches sensitive data identification to help security teams protect high risk apis 302476776StackHawk via PR Newswire · prnewswire.com · published June 12, 2025 · Tier A
  3. [3]AI Coding Agent Security Platform | StackHawk, Inc.StackHawk · undated page, accessed October 28, 2026 · Tier A
  4. [4]AI Coding Agent Security for Modern Security Teams | StackHawk, Inc.StackHawk · undated page, accessed October 28, 2026 · Tier A
  5. [5]API Security Testing Trusted by HealthTechStackHawk · undated page, accessed October 28, 2026 · Tier A
  6. [6]API Security that keeps pace with FinTech InnovationStackHawk · undated page, accessed October 28, 2026 · Tier A
  7. [7]Getting Started | Delivering Secure Applications, SimplifiedStackHawk · undated page, accessed October 28, 2026 · Tier A
  8. [8]OWASP Top 10 Solution Page with StackHawk InsightsStackHawk · undated page, accessed October 28, 2026 · Tier A
  9. [9]StackHawk: Your AppSec Intelligence PlatformStackHawk · undated page, accessed October 28, 2026 · Tier A
  10. [10]Secure Vibe Coding with StackHawkStackHawk · undated page, accessed October 28, 2026 · Tier A
  11. [11]Runtime Application Business Logic Testing for API-Driven AppsStackHawk · undated page, accessed October 28, 2026 · Tier A
  12. [12]StackHawk and Wiz: One Risk Picture Across the Application and Cloud LayerStackHawk · published April 30, 2026 · Tier A
  13. [13]StackHawk + Endor Labs: Correlating and Prioritizing SAST and DAST FindingsStackHawk · published November 20, 2025 · Tier A
  14. [14]Introducing Intelligent Business Logic Testing: Find Authorization Flaws Pre-ProductionStackHawk · published December 16, 2025 · Tier A
  15. [15]About StackHawk | Security Feedback for Coding AgentsStackHawk · undated page, accessed November 10, 2026 · Tier A
  16. [16]Pricing for StackHawk's AI Coding Agent Security PlatformStackHawk · undated page, accessed November 10, 2026 · Tier A
  17. [17]Modern DAST | StackHawk Dynamic Application Security TestingStackHawk · undated page, accessed November 10, 2026 · Tier A
  18. [18]The Developer-First Alternative to Bright SecurityStackHawk · undated page, accessed November 10, 2026 · Tier A

Traceable AI full record

  1. [1]traceable.aiTraceable AI · traceable.ai · undated page, accessed October 16, 2026 · Tier A
  2. [2]Traceable AI Secures $30M Strategic Investment RoundBusiness Wire · businesswire.com · published May 1, 2024 · Tier A
  3. [3]Traceable: Intelligent Application and API Security at Enterprise ScaleTraceable AI · undated page, accessed November 10, 2026 · Tier A
  4. [4]Traceable Application & API Security PlatformTraceable AI · undated page, accessed November 10, 2026 · Tier A
  5. [5]Application & API Security for Financial Services - Traceable Application & API SecurityTraceable AI · undated page, accessed November 10, 2026 · Tier A
  6. [6]API Security TestingTraceable AI · undated page, accessed November 10, 2026 · Tier A
  7. [7]Public Sector API SecurityTraceable AI · undated page, accessed November 10, 2026 · Tier A
  8. [8]Addressing risks across your Application & API ecosystem - Traceable Application & API SecurityTraceable AI · undated page, accessed November 10, 2026 · Tier A
  9. [9]Traceable Customer TestimonialsTraceable AI · undated page, accessed November 10, 2026 · Tier A
  10. [10]Traceable Customer TestimonialsTraceable AI · undated page, accessed November 10, 2026 · Tier A

Spot a factual error? Request a correction.