Best AI Red Teaming Tools in 2026
Updated
In short: AgentSeal is ranked #1 of 27 as of 5 October 2026, ahead of Confident AI and Darkhunt AI Security. The best-ranked option with a free plan is Confident AI. The lowest first paid tier on this page is RedFang at $19/mo.
AI red teaming tools help teams examine AI systems through security tests. Compare target systems and attack categories with automation level and support for custom tests; deployment options and continuous monitoring can also shape how testing fits your workflow. Report exports matter when findings need to be shared, while free plan availability and paid-from pricing provide cost context. AgentSeal, Confident AI, and Darkhunt AI Security are options to consider against the systems you need to assess. Think about whether your work calls for discrete test runs or ongoing monitoring, and how your team wants to use the resulting reports.
27 AI red teaming tools ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
27ranked
11free plans on this page
$19/molowest paid tier
5 Oct 2026last checked
AI Red Teaming Tools, one module each. A lit port is something its maker publishes; 11 of the 25 on this page have a public API.
- 01 AgentSeal API yesOSS not on recordFREE yesDOCS 7.3Free
- 02 Confident AI API yesOSS not on recordFREE yesDOCS 7.3$200/mo
- 03 Darkhunt AI Security API yesOSS not on recordFREE yesDOCS 7.3Free
- 04 ProofLayer API yesOSS not on recordFREE yesDOCS 7.3Free
- 05 Giskard API yesOSS not on recordFREE yesDOCS 7.2Free
- 06 OpenSecureAI Scanner API yesOSS not on recordFREE yesDOCS 7.2$49/mo
- 07 Promptfoo API yesOSS not on recordFREE yesDOCS 7.2Free
- 08 RedAmon API yesOSS not on recordFREE yesDOCS 7.2Free
- 09 RedFang API yesOSS not on recordFREE yesDOCS 7.2$19/mo
- 10 Advent Prompt Pwn API yesOSS not on recordFREE not on recordDOCS 6.9
- 11 F5 BIG-IP APM API yesOSS not on recordFREE not on recordDOCS 6.8
- 12 NVADER API not on recordOSS not on recordFREE yesDOCS 6.0$49/mo
- 13 Rogue API not on recordOSS not on recordFREE yesDOCS 6.0Free
- 14 Prompt Fuzzer API not on recordOSS not on recordFREE not on recordDOCS 5.5
- 15 VirtueRed API not on recordOSS not on recordFREE not on recordDOCS 5.5
- 16 Aevrin AI Red Teaming API not on recordOSS not on recordFREE not on recordDOCS 5.2
- 17 Check Point AI Guardrails API not on recordOSS not on recordFREE not on recordDOCS 5.2
- 18 HouYi API not on recordOSS not on recordFREE not on recordDOCS 5.1
- 19 KonaRed API not on recordOSS not on recordFREE not on recordDOCS 5.1
- 20 PromptRedTeam API not on recordOSS not on recordFREE not on recordDOCS 5.0
- 21 RedHub Prompt Injection Red Team Kit API not on recordOSS not on recordFREE not on recordDOCS 5.0
- 22 RedLens AI API not on recordOSS not on recordFREE not on recordDOCS 5.0
- 23 RedShield AI API not on recordOSS not on recordFREE not on recordDOCS 5.0
- 24 Mindgard API not on recordOSS not on recordFREE not on recordDOCS 4.9
- 25 garak API not on recordOSS not on recordFREE not on recordDOCS 4.8
Compare all 25 in a table
| # | Platform | Score | Free plan | From | Free plan | Paid from | Attack categories | Target systems |
|---|---|---|---|---|---|---|---|---|
| 1 | AgentSeal | 7.3 | Free plan | Free | Yes | — | prompt extraction; instruction injection; data exfiltration; MCP tool poisoning; RAG poisoning; multimodal attacks; behavioral genome testing | system prompts; AI agents; HTTP endpoints; MCP servers; RAG pipelines; multimodal AI systems |
| 2 | Confident AI | 7.3 | Free plan | $200/mo | Yes | 200 /mo | — | — |
| 3 | Darkhunt AI Security | 7.3 | Free plan | Free | Yes | — | decision integrity; prompt injection and manipulation; data exfiltration; secret exposure; jailbreak; HIPAA violation; prompt leakage | LLMs; LLM-powered applications; chatbots; AI agents; RAG applications; coding assistants and copilots; API-connected custom applications; OpenAI; Anthropic; Azure; AWS Bedrock; Gemini; self-hosted systems |
| 4 | ProofLayer | 7.3 | Free plan | Free | Yes | — | prompt injection; jailbreaks; data exfiltration; tool abuse; RAG poisoning; memory injection | LLM APIs; multi-agent orchestrators; MCP servers; ReAct/LangChain agents; RAG pipelines; AgentDojo and custom targets |
| 5 | Giskard | 7.2 | Free plan | Free | Yes | — | — | — |
| 6 | OpenSecureAI Scanner | 7.2 | Free plan | $49/mo | Yes | 49 /mo | — | — |
| 7 | Promptfoo | 7.2 | Free plan | Free | Yes | — | — | — |
| 8 | RedAmon | 7.2 | Free plan | Free | Yes | — | — | — |
| 9 | RedFang | 7.2 | Free plan | $19/mo | Yes | — | direct prompt injection; tool misuse; sensitive data leakage; output-as-attack-vector; agent overreach; denial-of-wallet; system-prompt extraction | AI agents; GitHub repositories; application URLs; customer-service chatbots; coding agents; LLM workflows |
| 10 | Advent Prompt Pwn | 6.9 | No | — | — | — | direct prompt injection; instruction override; delimiter; encoding; role confusion; indirect document; indirect fixture; multi-turn; mutation; RAG poisoning; synthetic tool use | language models; AI applications; OpenAI; Azure OpenAI; Anthropic; Gemini; OpenAI-compatible APIs; Ollama; HTTP JSON applications; Python callbacks; in-memory applications |
| 11 | F5 BIG-IP APM | 6.8 | No | — | — | — | — | — |
| 12 | NVADER | 6.0 | Free plan | $49/mo | Yes | 49 /mo | prompt injection, jailbreaks, data extraction, MCP server threats, repository and code vulnerabilities, AI skill and agent vulnerabilities, hallucinated dependencies | AI apps, chatbots, agents, assistants, codebases, MCP servers, AI skills, agent tools |
| 13 | Rogue | 6.0 | Free plan | Free | Yes | — | Encoding; Social Engineering; Injection; Semantic; Technical | A2A agents; MCP agents; Python agents |
| 14 | Prompt Fuzzer | 5.5 | No | — | — | — | Jailbreak; prompt injection; RAG and vector database attacks; system prompt extraction | Generative AI applications; LLM-based applications; RAG systems; vector-database-backed AI systems |
| 15 | VirtueRed | 5.5 | No | — | — | — | use-case risks; regulatory compliance risks; multimodal jailbreaks; code-generation risks; privacy and security attacks; hallucination; bias; over-cautiousness | AI models; foundation models; chatbots; AI applications |
| 16 | Aevrin AI Red Teaming | 5.2 | No | — | — | — | prompt injection; jailbreaks; sensitive data leakage; policy failures; harmful outputs | chatbots |
| 17 | Check Point AI Guardrails | 5.2 | No | — | — | — | prompt injection; jailbreaks; data exposure; data exfiltration; harmful or policy-violating outputs; unsafe tool or function calling; agent workflow abuse; unauthorized actions; business-logic flaws; MCP tool exploitation; output integrity issues; model security weaknesses | foundation models; custom model deployments; LLMs; live AI applications; AI agents; RAG applications; RAG pipelines; AI-integrated systems; agent endpoints |
| 18 | HouYi | 5.1 | No | — | — | — | prompt injection | LLM-integrated applications |
| 19 | KonaRed | 5.1 | No | — | — | — | Prompt Injection; Data Theft; Tool and Supply Chain; Agent Exploitation; Identity and Impersonation; RAG and Data Poisoning; Content Safety; Financial Risk | API endpoints; manual chat flows; uploaded prompt-response pairs; models; agents; AI workflows |
| 20 | PromptRedTeam | 5.0 | No | — | — | — | Direct injection; role manipulation; zero-width injection; delimiter injection; encoded payloads | Large language models (LLMs) |
| 21 | RedHub Prompt Injection Red Team Kit | 5.0 | No | — | No | — | direct prompt injection, indirect prompt injection, sensitive disclosure, improper output handling, excessive agency, system-prompt leakage | LLM applications, AI agents |
| 22 | RedLens AI | 5.0 | No | — | No | 799 /mo | Adversarial Prompt Engineering; Context Window Exploitation; Safety Filter Evasion; Agent and Tool Abuse; Data Exfiltration and Inversion; AI Containment Escape | AI agents; AI models; patient chatbots; diagnostic AI; internal copilots; customer-facing AI; AI vendor systems |
| 23 | RedShield AI | 5.0 | No | — | No | 250 /mo | Prompt injection; data exfiltration; agentic abuse; RAG attacks; multi-turn manipulation; output integrity | AI-powered chatbots; conversational systems; agents; RAG pipelines; internal or pre-production AI systems |
| 24 | Mindgard | 4.9 | No | — | — | — | — | — |
| 25 | garak | 4.8 | No | — | Yes | — | — | — |
Is your platform on this list?
Numbered spots on this list can be sponsored, and a sponsored row is labelled as paid.
Questions about this list
Which AI red teaming tool is ranked first on Inferse?
AgentSeal is ranked #1 of 27 with a score of 7.3. Confident AI is second and Darkhunt AI Security third.
How many of these have a free plan?
11 of the 25 on this page publish a free plan on their own pricing pages.
Which is the cheapest paid option?
On this page, RedFang has the lowest first paid tier we found: $19/mo.
How is this list ranked?
Ranked on what each maker publishes, open and connectable first: a public API, open-source code, the depth of its documentation and a free tier to try it on. Model lists are sorted by the figure in their title, exactly as each provider publishes it.
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