Live Data

The Living LLM
Security Leaderboard

Every major AI model tested against 27,000+ attack techniques. Updated weekly from our autonomous harvester + customer scans. Reproducible, anonymized, fully open methodology.

Intelligence → Methodology → Research →
15
Models Tested
27K+
Attack Techniques
15
OWASP Categories
--
Vulns Found
#
Model
Grade
Security Score
Vulns
Scan

Scores reflect automated adversarial testing. Higher = safer. See methodology

How We Test

Testing Methodology

01
Multi-Turn Attack Chains
7-turn crescendo attacks that gradually escalate from benign to adversarial, testing resistance to social engineering over extended conversations.
02
Big Brain Analysis
AI-powered reconnaissance identifies each model's specific weaknesses using Scout, Amplify, and Deep Dive phases before launching targeted attacks.
03
15 Attack Categories
Prompt injection, jailbreaks, data exfiltration, social engineering, credential extraction, authority impersonation, tool abuse, and more.
04
5-Layer Authority Ladder
Attacks escalate through 5 personas from curious student to emergency responder, testing how models respond to increasing authority pressure.
05
LLM Judge Verification
Every finding is verified by an independent LLM judge that scores confidence, checks for false positives, and classifies severity bands.
06
Continuous Monitoring
Attack techniques are harvested from 15+ sources including academic papers, security research, and community jailbreak databases. Updated every 6 hours.
v7 — shipped April 2026

From scanner to forensic platform

Every L3+ finding now produces a structured breach artifact, a kill-chain narrative, a CFO-readable dollar estimate, and a side-by-side defense comparison. Scans no longer return a vuln list — they return a forensic breach report.

BREACH ARTIFACT
Structured exfil dumps
Credentials with entropy validation, PII counts, code payloads with AST danger scoring, kill-chain stage tagging.
KILL CHAIN
Forensic timeline narrative
MITRE-aligned stages, time-to-compromise, written by Opus 4 / Qwen with template fallback. Reads like a Mandiant report.
BUSINESS IMPACT
CFO-readable dollar cost
HIPAA + GDPR + PCI + CCPA + state breach fines computed per finding. IBM 2024 industry medians cited.
LIVE STREAM
WebSocket breach terminal
Watch attacks fire in real time. BREACH events flash red with extracted artifacts inline.
ATTACK INTEL
Cross-customer graph
Anonymized knowledge graph of what works on what model family. Network effect competitors can't copy.
REPRODUCIBLE
Per-scan hash + open methodology
Every scan emits a hash deriveable from inputs. Every formula, weight, threshold public. Trust as moat.

Test Your AI

Run the same attack suite against your chatbot, agent, or API endpoint. Get a full forensic breach report with reproducibility hash.

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