Golden Dataset · 16 Evaluators

Does Your AI Agent
Pass the Test?

Agent Probe automatically tests LLM-based agents for hallucinations, security vulnerabilities, PII leaks, bias, and toxicity — before they reach production.

16 Evaluators
300+ Models Supported
6 Test Layers
2 Languages
Agent Probe — Test Results
Model: claude-sonnet-5-5 Judge: claude-opus-5-5
🔒
Security Test
JailbreakBench · 50 cases
PASS 94%
🌀
Hallucination
TruthfulQA · 50 cases
FAIL 42%
🛡️
PII Protection
Presidio Analyzer · 50 cases
PASS 98%
⚖️
Bias — Gender
BBQ Dataset · 50 cases
PASS 88%
Total: 4 Passed: 3 Failed: 1 Rate: 75%

Works with 300+ models from every major provider via OpenRouter:

OpenAI GPT Anthropic Claude Google Gemini xAI Grok DeepSeek Meta Llama Mistral + many more
The Problem

Your AI Is in Production. But Is It Safe?

Traditional software testing doesn't cover LLM behavior. One hallucination, one jailbreak, one PII leak — and the damage is done.

🌀

Hallucinations

Models confidently generate false information. Without testing, you won't know until a customer reports it.

💉

Prompt Injection

Attackers manipulate your agent via crafted inputs. Jailbreaks bypass your safety guardrails completely.

🔓

PII Leakage

Personal data — national IDs, IBANs, phone numbers — can leak through AI responses unexpectedly.

⚖️

Bias

Your agent may respond differently based on gender, race, or age. 20 bias categories, systematically tested.

☢️

Toxicity

LLMs can generate harmful, offensive, or inappropriate content under certain prompts.

How It Works

Three Steps to Safer AI

01
⚙️

Configure Your Test

Select your AI model, judge model, test layers, evaluators, and how many samples to run. Takes 60 seconds.

02
▶️

Run Automatically

Agent Probe sends test cases from curated Golden Datasets, collects responses, and evaluates them in parallel.

03
📊

Analyze & Act

Get real-time results with scores, evidence trails, and failure explanations. Compare across models and versions.

6-Layer Test Pyramid

Systematic Testing, Layer by Layer

Inspired by the software testing pyramid — adapted for AI agents.

Bias & Ethics 20 bias categories
Advanced Multi-turn · Tool calling · Robustness
Performance Cost · Token · Context Window
Security & Safety Security · PII · Toxicity · Guardrails
Knowledge Quality Hallucination · Consistency · Regression
Core Capabilities Accuracy · RAG
Evaluators

16 Evaluators. Every Risk Covered.

Each evaluator uses academic Golden Datasets and LLM-as-judge scoring.

🎯AccuracyMMLU Dataset
🌀HallucinationTruthfulQA
🔒SecurityJailbreakBench
🛡️PII ProtectionMicrosoft Presidio
☢️ToxicityToxiGen
⚖️BiasBBQ · 20 Categories
🔄ConsistencyPAWS Dataset
💪RobustnessAdvGLUE
💬Multi-TurnConversation Memory
🔧Tool CallingFunction Accuracy
💰Cost & TokenUsage Analysis
📏Context WindowNeedleBench
📚RAG QualityRAGAS Framework
🚧GuardrailsNeMo Guardrails
📊RegressionVersion Comparison
🗂️Custom DatasetYour Own Data
Capabilities

What Agent Probe Covers

Everything you need to test, gate, and govern LLM-based agents — in one platform.

Capability Agent Probe
Turkish Language Support ✓
6-Layer Testing ✓
Deterministic Eval ✓
Real-time Dashboard ✓
CI/CD Quality Gate ✓
Cost Guardrail ✓
On-Premise / BYOK ✓
Plugin SDK ✓
300+ LLM Models ✓
Policy Engine ✓
Enterprise

Built for Enterprise Requirements

Security, control, and compliance features for regulated organizations.

🏢

On-Premise Deployment

Run Agent Probe entirely inside your own infrastructure. Test data and model responses never leave your network.

🔑

BYOK (Bring Your Own Key)

Use your own LLM provider keys and contracts. You stay in control of spend, data residency, and model access.

👥

RBAC & SSO Integration

Role-based access control and single sign-on with your identity provider, so the right people see the right results.

📜

Audit Logs & Evidence Trail

Every test run, score, and configuration change is logged with evidence — ready for internal audit and regulators.

🧩

Custom Evaluator Development

We build evaluators for your domain, policies, and datasets on top of the plugin SDK.

🤝

SLA & Dedicated Support

Guaranteed response times and a dedicated team for onboarding, integration, and ongoing operations.

For Your Team

Built for Every Role

🔐
CISO

Chief Information Security Officer

Detect prompt injection, jailbreaks, and PII leaks before they become incidents. Evidence-based reports for audit trails.

✅
QA Manager

Quality Assurance Manager

Systematic 6-layer testing catches regression before deployment. Track quality metrics across model versions.

⚡
AI Engineer

AI / ML Engineer

Compare 300+ models side by side. Integrate into CI/CD with a single API call. Real-time feedback during development.

📋
Compliance

Compliance Officer

Risk tiering designed to support EU AI Act readiness. Sector-specific policy templates for finance, healthcare, and legal industries.