Prompt Injection Assessment
We probe your system with injection attacks across direct, indirect, and recursive vectors. If there's a way in, we'll find it.
AI Red Teaming by Red Teamers
Manual adversarial testing by security researchers who break LLMs for a living.
Jailbreak Testing
Roleplay exploits, DAN prompts, hypothetical framing. We deploy the full taxonomy of jailbreak techniques against your guardrails.
Data Exfiltration Testing
Can your LLM be tricked into leaking PII, training data, or internal context? We attempt extraction through conversation manipulation.
System Prompt Extraction
Your system prompt is your secret sauce. We test whether attackers can convince your model to reveal its instructions.
Adversarial Robustness
Edge cases, unicode tricks, token smuggling, and context overflow. We stress-test the boundaries of your model's behavior.
Compliance & Reporting
Detailed findings mapped to OWASP LLM Top 10, with severity ratings and remediation guidance your team can act on.
The Malvector Solution
LLM Security Testing Platform
Test every prompt for security vulnerabilities, jailbreaks, and data leaks before they reach production. Our platform catches what guardrails miss — and optimizes cost and efficiency along the way.
Security Testing & Prompt Management
Catch vulnerabilities, measure risk, and optimize cost for every prompt change. Built by red teamers.
Auto Prompt Iterations
The platform suggests improvements and generates new versions automatically. Track every iteration and see what actually moved the needle.
The MCI Score
The MALVECTOR Consumption Index combines security, quality, cost, and efficiency into one number. If it goes up, ship. If it goes down, don't.
PvP Multi-Evals
Prompt vs Prompt. Run multiple prompts through multi-round evaluations and compare the results. No other platform makes this easy.
Cost Per Million
Know exactly what each prompt costs at scale. Compare token usage, API spend, and total cost of ownership before you ship.
Energy & Sustainability
Track millijoules per token and per response. Calculate CO₂ impact. Support ESG reporting with real consumption data, not estimates.
LLM + Human Reviews
Automated GEval scoring plus human expert reviews. Get objective metrics and nuanced human judgment on every evaluation.
Your Security Testing Workflow
1
Propose
Import multiple prompt variants into the platform. Set up your evaluation criteria.
2
Evaluate
Run multiple prompts head-to-head against your test cases. Get MCI scores and detailed metrics for each contender.
3
Decide
Compare results in the dashboard. If the change improves the MCI, ship it. If not, iterate.
The MALVECTOR Consumption Index (MCI)
Your single source of truth for prompt quality. Security, cost, and efficiency in one score.
~30%Cost Reduction
Token Efficiency
API Spend
CO₂ Emissions
Based on enterprise chatbot with GPT-5 class model.
Plans
Scales with you.
Pro
For individuals and small teams.
- Unlimited evaluations
- Unlimited prompts
- Security test suite
- Advanced analytics
Team
For organizations scaling LLM development.
- Everything in Pro
- Up to 10 seats
- Custom test datasets
- API access
- Priority support
Enterprise
For teams that need automated optimization.
- Everything in Team
- Multi-round evaluations
- Automated prompt suggestions
- Unlimited seats
- Dedicated support