Haize Labs focuses on automated llm red teaming. many teams evaluate alternatives for broader agent coverage, different deployment models, or pricing that fits their scale. Here are the top competitors to consider.
Category: AI Red Teaming & Testing • Last reviewed: 2026-07-03
Automates red teaming ('haizing') of LLMs and AI applications, using search and fuzzing algorithms to surface inputs that trigger unsafe behavior, paired with calibrated Judges for evaluation and monitoring. Works with AI labs including Anthropic and AI21; closed a $12.5M seed announced December 2025.
Agent runtime governance — EDR for AI agents. Guardion governs every agent command, tool call, and data access inline: a security gateway, runtime guardrails, DLP, and detection & incident response for AI agents.
sub-130ms guardrails latency • 96.3 F1 on the Prompt Security Leaderboard with 0.02% false positives • 50M+ agent actions protected per month
Developer-friendly CLI tool for testing, evaluating, and red teaming LLM applications.
Generative AI Red-teaming & Assessment Kit, now maintained by NVIDIA. Scans LLMs for hallucinations, data leakage, and prompt injection with a comprehensive probe library.
Automated evaluation and security testing platform for Large Language Models to catch hallucinations and safety issues.
Automates red teaming ('haizing') of LLMs and AI applications, using search and fuzzing algorithms to surface inputs that trigger unsafe behavior, paired with calibrated Judges for evaluation and monitoring. Works with AI labs including Anthropic and AI21; closed a $12.5M seed announced December 2025. It is categorized under AI Red Teaming & Testing in the Guardion AI Security Index.
Haize Labs raised a $13M Seed (2025-12).
No, Haize Labs is a commercial product (Enterprise contracts).
Teams evaluating Haize Labs most often compare it with Promptfoo, garak (NVIDIA), Patronus AI, and GuardionAI — all listed under AI Red Teaming & Testing.
Haize Labs focuses on automated llm red teaming, while GuardionAI is an agent runtime governance platform ("EDR for AI agents") that governs every agent tool call inline with sub-130ms guardrails latency.
Last reviewed: 2026-07-03
Sources: haizelabs.com · github.com