CISO Tribune

Vendor comparison · 2 companies

Promptfoo vs Straiker

Promptfoo builds open-source tools for secure, reliable AI applications. Straiker lets security teams discover agents, MCP servers, and Skills, test how they can fail, and stop malicious behavior at runtime. CISO Tribune files both under AI model and agent security and AI firewalls and guardrails. 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.

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  • Promptfoo
  • Straiker
Promptfoo vs Straiker: Products, Customers and Funding Compared
PromptfooPromptfoo builds open-source tools for secure, reliable AI applications.promptfoo.devStraikerStraiker lets security teams discover agents, MCP servers, and Skills, test how they can fail, and stop malicious behavior at runtime.straiker.ai
What it sells
  • Red Teaming[2][4][5]Simulates real users to uncover application-specific vulnerabilities.
  • Evaluations[2][5]LLM evaluation of prompts and models that can run inside CI workflows.
  • Discover AI[2][3][4][5][12]Maps every AI agent, MCP server, and agentic workflow in an environment.
  • Ascend AI[2][3][7][12]Ascend AI is Straiker's adversarial testing engine for AI agents.
  • Defend AI[2][3][8][9][12]Defend AI delivers runtime security for AI agents.
Categories
Headquarters
San Francisco, United States[1][3]Not stated on its pages
Founded
2024[1][12]Not stated on its pages
Ownership and funding
Owned by OpenAI[12]Not stated on its pages
Named customers
Not stated on its pagesNot stated on its pages
Recent news
  • March 9, 2026OpenAI agreed to buy Promptfoo, a startup helping businesses find and fix security issues in AI models during development.[13]
  • March 9, 2026OpenAI announced it has acquired Promptfoo, an AI security startup founded in 2024 to protect LLMs from adversarial attacks.[12]
  • August 11, 2026Straiker was named an OpenAI Select Partner within the OpenAI Partner Network.[16]
  • August 4, 2026Straiker launched the Agentic Kill Switch, a control that lets security teams take a misbehaving or compromised AI agent offline.[15]
  • June 29, 2026Straiker announced a $64 million Series A, bringing its total funding to $85 million.[14]
  • June 29, 2026Straiker announced a $64 million Series A, bringing its total funding to $85 million.[13]
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
Not written yetNot written yet
Last verified
November 4, 2026November 5, 2026

Where they overlap

  • AI model and agent security is the primary category of both Promptfoo and Straiker; both are also filed under AI firewalls and guardrails.

Where they differ, field by field

  • Promptfoo is also filed under Static application security testing and Breach simulation and automated pen-testing. Straiker is also filed under AI governance.
  • Promptfoo lists Red Teaming and Evaluations. Straiker lists Discover AI, Ascend AI and Defend AI.
  • Promptfoo is headquartered in San Francisco, United States.
  • Promptfoo was founded in 2024.
  • Promptfoo is owned by OpenAI.

How they differ

CISO Tribune files both Promptfoo and Straiker under AI model and agent security as the primary category, and under AI firewalls and guardrails as well. Promptfoo sells Red Teaming, which simulates real users to uncover application-specific vulnerabilities, and Evaluations, which runs LLM evaluation of prompts and models inside CI workflows. Its open-source Community version includes up to 10k probes per month at no charge. Straiker sells three products: Discover AI, which maps every AI agent, MCP server, and agentic workflow in an environment, Ascend AI, an adversarial testing engine for AI agents, and Defend AI, which provides runtime security for AI agents.

The two overlap in adversarial testing of AI systems that can run in CI/CD pipelines. Straiker adds agent inventory and runtime blocking, and CISO Tribune also files it under AI governance. Promptfoo is also filed under static application security testing and breach simulation and automated pen-testing.

Promptfoo is headquartered in San Francisco, United States, was founded in 2024, and is owned by OpenAI. OpenAI announced on March 9, 2026 that it had acquired Promptfoo. Promptfoo says its contributors are from companies like OpenAI, Google, Microsoft, and Amazon. Straiker announced a $64 million Series A on June 29, 2026, bringing its total funding to $85 million. On August 4, 2026, Straiker launched the Agentic Kill Switch, which lets security teams take a misbehaving or compromised AI agent offline. On August 11, 2026, Straiker was named an OpenAI Select Partner within the OpenAI Partner Network.

What it sells: Promptfoo

What Red Teaming does[2][4][5]
Promptfoo creates thousands of context-aware attacks tailored to the customer's application. The open-source Community version includes up to 10k probes per month at no charge.
What Evaluations does[2][5]
Promptfoo's LLM evaluation can be integrated into a CircleCI pipeline. Promptfoo can be integrated with test frameworks like Jest and Vitest to evaluate prompts as part of existing testing and CI workflows. Promptfoo provides real-time alerts and automated evaluations to show LLM security status across all projects.

What it sells: Straiker

What Discover AI does[2][3][4][5][12]
Discover AI delivers continuous posture monitoring, misconfiguration detection, and governance. Discover AI evaluates agent configurations, permissions, and blast radius to surface misconfigurations and risky integrations before they become incidents. Discover AI covers builder platforms like Bedrock Agentcore, Azure Foundry, and MS Copilot Studio.
What Ascend AI does[2][3][7][12]
Ascend AI tests for prompt injection, goal hijacking, tool misuse, and inter-agent manipulation. Ascend AI integrates into CI/CD pipelines, staging environments, and production deployments to run continuous adversarial testing. A successful Ascend AI attack can become a Defend AI policy.
What Defend AI does[2][3][8][9][12]
Defend AI detects and blocks identity abuse, memory poisoning, data exfiltration, and resource exploitation at runtime. Defend AI secures coding agents such as Cursor, GitHub Copilot, and Claude Code with runtime protection against destructive actions, data exfiltration, and malicious MCP server and Skill connections. Defend AI detects data exfiltration across SaaS applications, blocks prompt injection delivered through enterprise content like emails and documents, and surfaces unapproved agent usage.

Questions about Promptfoo and Straiker

What do Promptfoo and Straiker sell?
Promptfoo sells Red Teaming and Evaluations. Straiker sells Discover AI, Ascend AI and Defend AI.
Are Promptfoo and Straiker in the same category?
Yes. AI model and agent security is the primary category of both on CISO Tribune.
Where are Promptfoo and Straiker headquartered?
Promptfoo is headquartered in San Francisco, United States.
When were Promptfoo and Straiker founded?
Promptfoo was founded in 2024.
Who owns Promptfoo and Straiker?
Promptfoo is owned by OpenAI.
What have Promptfoo and Straiker announced recently?
March 9, 2026: OpenAI agreed to buy Promptfoo, a startup helping businesses find and fix security issues in AI models during development. August 11, 2026: Straiker was named an OpenAI Select Partner within the OpenAI Partner Network.

About Promptfoo

Promptfoo builds open-source tools for secure, reliable AI applications. Promptfoo is based in San Francisco, California, and is now part of OpenAI. Investors and operators backed Promptfoo early, and Promptfoo builds open-source, application-focused AI security.

Promptfoo's red teaming simulates real users to uncover application-specific vulnerabilities. Promptfoo creates thousands of context-aware attacks tailored to the customer's application. Promptfoo says its tests understand business logic, RAG, agents and integrations, and cover 50+ vulnerability types from injection to jailbreaks.[4]

Promptfoo connects to AI apps, agents, and workflows. Promptfoo provides remediation guidance directly in pull requests and developer workflows. Promptfoo lets teams track remediation progress and get suggested steps for each issue.[4][5]

The Community version includes all core features for local testing, evaluation, and vulnerability scanning. The open-source Community version includes up to 10k probes per month at no charge. Enterprise customers can purchase additional probes for larger scale testing. Enterprise pricing is customized based on a team's size and needs.[5]

Promptfoo lets customers manage LLM applications with teams-based access control and SSO, granular permission profiles, and customizable API access. Promptfoo provides real-time alerts and automated evaluations to show LLM security status across all projects. Promptfoo supports customizable plugin collections, scan configurations, and target settings that can be shared among colleagues.[5]

Promptfoo's LLM evaluation can be integrated into a CircleCI pipeline. Promptfoo can be integrated with test frameworks like Jest and Vitest to evaluate prompts as part of existing testing and CI workflows. Promptfoo's application-level jailbreak creation can be integrated with Burp Suite's Intruder feature for security testing of LLM-powered applications. Promptfoo can import eval test cases directly from Microsoft SharePoint CSV files using certificate-based authentication with Azure AD. Promptfoo configurations can reference prompts managed in Langfuse.[6][7][8][9][10]

Promptfoo offers real estate plugins that test every AI touchpoint, from property search to lending to advertising, across all 7 federally protected classes. Promptfoo tests AVM and appraisal AI for demographic correlation in valuations. Promptfoo's real estate testing covers home search assistants, neighborhood recommendation engines, property matching tools, and school district comparison features. Promptfoo's real estate testing can run entirely within a customer's infrastructure, with no applicant or transaction data leaving the environment. Promptfoo integrates with CI/CD pipelines to catch fair housing regressions before deployment. Promptfoo generates structured reports that map directly to Fair Housing Act and ECOA requirements.[11]

Promptfoo says its contributors are from companies like OpenAI, Google, Microsoft, and Amazon.[2][4][5][6][11]

Promptfoo on the record

Sources

Promptfoo full record

  1. [1]PressPromptfoo · promptfoo.dev · undated page, accessed November 4, 2026 · Tier A
  2. [2]promptfoo.devPromptfoo · promptfoo.dev · undated page, accessed November 4, 2026 · Tier A
  3. [3]About Promptfoo | AI Security Experts | PromptfooPromptfoo · undated page, accessed November 10, 2026 · Tier A
  4. [4]Build Secure AI Applications | PromptfooPromptfoo · undated page, accessed November 10, 2026 · Tier A
  5. [5]Pricing | PromptfooPromptfoo · undated page, accessed November 10, 2026 · Tier A
  6. [6]Setting up Promptfoo with CircleCI | PromptfooPromptfoo · undated page, accessed November 10, 2026 · Tier A
  7. [7]Testing prompts with Jest and Vitest | PromptfooPromptfoo · undated page, accessed November 10, 2026 · Tier A
  8. [8]Finding LLM Jailbreaks with Burp Suite | PromptfooPromptfoo · undated page, accessed November 10, 2026 · Tier A
  9. [9]SharePoint Integration | PromptfooPromptfoo · undated page, accessed November 10, 2026 · Tier A
  10. [10]Langfuse integration | PromptfooPromptfoo · undated page, accessed November 10, 2026 · Tier A
  11. [11]AI Security for Real Estate | PromptfooPromptfoo · undated page, accessed November 10, 2026 · Tier A
  12. [12]OpenAI acquires Promptfoo to secure its AI agents | TechCrunchTechCrunch · published March 9, 2026 · Tier B
  13. [13]OpenAI Buying AI Security Startup Promptfoo to Safeguard AI Agents - BloombergBloomberg · published March 9, 2026 · Tier B

Straiker full record

  1. [1]AboutStraiker · straiker.ai · undated page, accessed November 5, 2026 · Tier A
  2. [2]Straiker | The Agentic AI Security CompanyStraiker · undated page, accessed November 10, 2026 · Tier A
  3. [3]AI Agent Security Platform | StraikerStraiker · undated page, accessed November 10, 2026 · Tier A
  4. [4]Discover AI: AI Agent Inventory, AI-SPM & Agent-SPM | StraikerStraiker · undated page, accessed November 10, 2026 · Tier A
  5. [5]Security for Coding Copilots and Agents | StraikerStraiker · undated page, accessed November 10, 2026 · Tier A
  6. [6]AI Agent Security Testing and Red Teaming | Straiker Ascend AIStraiker · undated page, accessed November 10, 2026 · Tier A
  7. [7]AI Red Teaming for Agentic Applications and AI Agents | StraikerStraiker · undated page, accessed November 10, 2026 · Tier A
  8. [8]AI Agent Runtime Security and Protection | Straiker Defend AIStraiker · undated page, accessed November 10, 2026 · Tier A
  9. [9]Runtime AI Guardrails for Agentic Applications | StraikerStraiker · undated page, accessed November 10, 2026 · Tier A
  10. [10]MCP & Agent Skills Security | StraikerStraiker · undated page, accessed November 10, 2026 · Tier A
  11. [11]GenAI and Agentic AI Threat Detection | StraikerStraiker · undated page, accessed November 10, 2026 · Tier A
  12. [12]AI Agent Compliance & Governance | Visibility, Audit Trails & Runtime ControlsStraiker · undated page, accessed November 10, 2026 · Tier A
  13. [13]Straiker Raises $64M Series A to Secure the Agentic WorkforcePR Newswire · published June 29, 2026 · Tier A
  14. [14]Straiker Raises $64M Series A for AI Agent SecurityStraiker · published June 29, 2026 · Tier A
  15. [15]Straiker Launches First AI Agent Kill Switch for EnterprisesStraiker · published August 4, 2026 · Tier A
  16. [16]Straiker Named OpenAI Select Partner | AI Agent SecurityStraiker · published August 11, 2026 · Tier A

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