AI Agents Evaluation Lab

Rigorous AI Agent
Testing & Evaluation

Before you deploy, we test. Our evaluation lab provides comprehensive safety, performance, accuracy, and reliability testing for enterprise AI agents.

Evaluation Framework

Four pillars of rigorous AI agent assessment before enterprise deployment.

98%
avg score

Safety Evaluation

Test for harmful outputs, jailbreaks, prompt injection, and policy violations using adversarial red-teaming.

95%
avg score

Performance Benchmarks

Measure latency, throughput, cost-per-token, and resource utilization across different model configurations.

92%
avg score

Accuracy Metrics

Evaluate factual accuracy, task completion rates, hallucination detection, and reasoning quality.

97%
avg score

Reliability Testing

Consistency under load, graceful degradation, error recovery, and long-horizon task completion.

Metrics Dashboard

Real-time visibility into your AI agent performance

CloudOpex AI Evaluation Lab · Live DashboardLIVESafety Score98.2%+0.3%Accuracy94.7%+1.2%Latency P95842ms-15msTests Run12,847+234Safety Score Over TimeMonTueWedThuFriSatSunRecent Test ResultsSafety-001PASS1.2sJailbreak-047PASS0.8sAccuracy-112PASS2.1sBias-023WARN1.5sPerf-Load-08PASS0.9s

Red-Teaming Capabilities

Adversarial testing to find vulnerabilities before bad actors do.

Adversarial Prompts

Systematic testing with adversarial inputs designed to expose safety vulnerabilities and unexpected behaviors.

Jailbreak Testing

Comprehensive jailbreak attempt library with 10,000+ known attack patterns and novel variant generation.

Data Leakage Detection

Probe agents for unintended exposure of training data, PII, and proprietary information.

Prompt Injection

Test resistance to indirect prompt injection attacks via external content, tool outputs, and user inputs.

Benchmark Suite

Industry-standard benchmarks plus proprietary enterprise-specific test suites.

MMLU
Knowledge
87.2%
HumanEval
Coding
82.4%
HellaSwag
Reasoning
91.1%
TruthfulQA
Truthfulness
76.8%
BIG-bench Hard
Complex Tasks
71.3%
MT-Bench
Instruction Following
8.7/10
AgentBench
Agentic Tasks
68.2%
HELM
Holistic
73.5%
Transform Your Business

Evaluate Your AI Agents Before Deployment

Don't deploy blind — our evaluation lab will give you comprehensive insights into your AI system's safety and performance.