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Top Vijil Alternatives for 2026

Vijil focuses on ai agent trust evaluation. 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

What is Vijil?

AI agent trust platform spanning evaluation (Diamond), runtime defense (Dome), hardened components (Depot), and continuous improvement via reinforcement learning (Darwin), producing agent trust scores mapped to NIST AI RMF and the EU AI Act. Raised a $17M round in November 2025 and was named a Gartner Cool Vendor in agentic AI trust and security.

TOP RATED ALTERNATIVE
GuardionAI

GuardionAI

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.

Why it's better than Vijil

Security Gateway
Inline control point for every agent and MCP call — zero instrumentation, connect once.
Runtime Guardrails
Detect prompt injection, jailbreaks, and unsafe actions with 96.3 F1 accuracy.
Data Loss Prevention
Anonymize PII and protect secrets before they leave your org.
Detection & Incident Response
A centralized hub to investigate and respond to agent incidents, EDR-style.

sub-130ms guardrails latency96.3 F1 on the Prompt Security Leaderboard with 0.02% false positives50M+ agent actions protected per month

Promptfoo

Developer-friendly CLI tool for testing, evaluating, and red teaming LLM applications.

Open Source / Cloud
Red Teaming
Pros vs Vijil
  • Developer-first CLI
  • Easy CI/CD integration
View Analysis

garak (NVIDIA)

Generative AI Red-teaming & Assessment Kit, now maintained by NVIDIA. Scans LLMs for hallucinations, data leakage, and prompt injection with a comprehensive probe library.

Open Source
Automated Red Teaming
Pros vs Vijil
  • Comprehensive probe set
  • Widely used standard
View Analysis

Patronus AI

Automated evaluation and security testing platform for Large Language Models to catch hallucinations and safety issues.

Enterprise
Red Teaming & Evals
Pros vs Vijil
  • specialized adversarial datasets
  • Automated red teaming
View Analysis

Frequently asked questions

What is Vijil?

AI agent trust platform spanning evaluation (Diamond), runtime defense (Dome), hardened components (Depot), and continuous improvement via reinforcement learning (Darwin), producing agent trust scores mapped to NIST AI RMF and the EU AI Act. Raised a $17M round in November 2025 and was named a Gartner Cool Vendor in agentic AI trust and security. It is categorized under AI Red Teaming & Testing in the Guardion AI Security Index.

How much funding has Vijil raised?

Vijil raised a $17M Series A (2025-11), bringing total disclosed funding to $23M.

Is Vijil open source?

No, Vijil is a commercial product (Enterprise subscription).

What are the best Vijil alternatives?

Teams evaluating Vijil most often compare it with Promptfoo, garak (NVIDIA), Patronus AI, and GuardionAI — all listed under AI Red Teaming & Testing.

How does Vijil compare to GuardionAI?

Vijil focuses on ai agent trust evaluation, 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: vijil.ai · siliconangle.com

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Govern every agent command, tool call, and data access — with sub-130ms guardrails latency. 50M+ agent actions protected per month.