Suggestions appear as you type. Use the up and down arrows to choose one and Enter to open it.

This page's audience our own tag's counts — open to see them
–Visits
–Page views
–Clicks to vendors
–Time on page
–Reading now
Clicks to vendors, by tool
  • –
Top countries
  • –
Devices
  • –

– · visits, page views and clicks counted by our own tag, which counts more than our checked analytics; every figure rounded down · how we count

DeepTeam

Free#14 of 29 in AI Security Testing ToolsAI Red Teaming Tools

DeepTeam: A Python-first toolkit for testing AI applications against attacks, leaks and unsafe outputs. Ranked #14 of 29 in AI Security Testing Tools by our editors (7.8/10); pricing: Open source; best for python teams using compliance mappings.

7.8/10Editor score
Explore DeepTeam
DeepTeam7.8 Explore DeepTeam

At a glance

  • Editor score
    7.8 / 10
  • Pricing
    Open source
  • Best for
    Python teams using compliance mappings
  • Paid from
    Free
  • Prompt injection tests
    Yes
  • Facts checked
    21 Sep 2026
DeepTeam screenshot

  • Where it wins

    • Tests injection, jailbreaks, PII leakage and unsafe outputs
    • Maps assessments to OWASP, NIST and MITRE ATLAS
    • Runs through CLI or Python across major AI providers and CI tools

  • Where it doesn't

    • Self-hosted workflows require technical ownership
    • Local results and scoring may not suit centralized governance alone
    • Focused on testing rather than full security-program management

Our verdict on DeepTeam

DeepTeam is an open-source Python framework for red-teaming LLM applications, agents, RAG pipelines and chatbots. It dynamically generates adversarial attacks, probes a supplied model callback and evaluates responses with vulnerability-specific metrics. The scope covers prompt injection, single-turn and multi-turn jailbreaks, PII leakage, prompt leakage, toxicity, authorization, injection and other unsafe outputs. It is best suited to Python teams that want security testing embedded in development workflows and aligned with recognized AI risk frameworks.

The testing depth is its clearest strength. Teams can define custom vulnerabilities and evaluation criteria, then assess results locally with risk scoring. Framework mappings include OWASP, NIST AI RMF and MITRE ATLAS, helping connect technical tests with compliance and risk processes. DeepTeam also supports attack strategies across multiple turns rather than limiting checks to isolated prompts. That makes it a fit for teams evaluating conversational behavior, agent interactions and RAG-based applications, while teams seeking only a narrow collection of static prompt checks may find its broader workflow unnecessary.

DeepTeam connects with OpenAI, Claude, Gemini, Azure OpenAI, AWS Bedrock, Vertex AI, Mistral, LiteLLM and Portkey. For automation, it supports GitHub Actions, GitLab CI, Jenkins, CircleCI, Buildkite and Azure Pipelines. The self-hosted, CLI and Python-based approach gives engineering teams control over execution and integration, but it also places setup, execution and result management within the team’s environment. Choose DeepTeam when programmable, framework-mapped red-teaming is the priority; consider an alternative if you need a hosted security console or a broader centralized management layer.

Your product? Our editors can test DeepTeam in depth and publish a review, labelled as paid · from $149/mo →

DeepTeam pricing

Plans Open sourceFree Free to use — no paid tier required for the core job.
See plans on trydeepteam.com

DeepTeam fact sheet

Free planNot verified
Paid fromFree
Prompt injection testsYes
Jailbreak testsYes
Data leakage testsYes
Unsafe output testsYes
Custom test casesYes
Deployment modeSelf_hosted
DeploymentSelf-hosted
SupportCommunity, Docs
Built forSmall business, Mid-market, Enterprise (editorial estimate)
Integrations15 integrations: OpenAI, Claude, Gemini, Azure OpenAI, AWS Bedrock, Vertex AI …
PricingOpen source
Websitetrydeepteam.com
Facts checked21 Sep 2026

DeepTeam integrations

DeepTeam lists 15 integrations on its own site.

  • OpenAI
  • Claude
  • Gemini
  • Azure OpenAI
  • AWS Bedrock
  • Vertex AI
  • Mistral
  • LiteLLM
  • Portkey
  • GitHub Actions
  • GitLab CI
  • Jenkins
  • CircleCI
  • Buildkite
  • Azure Pipelines

Alternatives to DeepTeam

See all DeepTeam alternatives →

Also Ranked In

DeepTeam is ranked in 2 of our directories.

Used DeepTeam? Be the first to review it

The editor score above is our own research. What this page doesn't have yet is a reader's view — what you used DeepTeam for, what worked and what didn't. No stars are seeded and no review is paid for; an editor reads every one before it appears.

Write a reviewTwo minutes · verified accounts only · read by an editor before it appears

Reviews come only from verified accounts. Sign in or create an account first — your e-mail is never shown.

Your rating

0 characters · at least 80, up to 3,000

Posted from your verified account. Reviews appear after an editor reads them, usually within two working days.

Featured on iTechGuides

Featured on iTechGuides — DeepTeam 7.8/10

DeepTeam is listed in our AI Security Testing Tools directory. Add the badge to your site — it links back to this page.

<a href="https://www.itechguides.com/products/deepteam/"><img src="https://www.itechguides.com/best/badge/deepteam.svg" alt="Featured on iTechGuides" width="230" height="46"></a>

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

Last updated · How we research and update