Mindgard vs CalypsoAI: Which One Covers More of the OWASP LLM Top 10 in 2026?
Mindgard and CalypsoAI are both AI Red Teaming vendors. Mindgard covers 4 of 10 OWASP LLM risks and CalypsoAI covers 2, as of 2026-07-13. Based on llmthreat's coverage scoring, Mindgard covers more of the OWASP LLM Top 10 (4 vs 2). The full row-by-row diff is below.
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Spec comparison
| Attribute | Mindgard | CalypsoAI |
|---|---|---|
| Category | AI Red Teaming | AI Red Teaming |
| Deployment | SaaS cloud platform with API and CI/CD integration; Burp Suite integration | SaaS + self-hosted; inference proxy/API |
| Best for | Security teams wanting continuous automated red teaming and attack-surface mapping for LLMs, image models and agents | Continuous agentic red-teaming plus real-time inference guardrails for large enterprise and national-security use cases |
| Founded | 2022 | 2018 |
| Funding | $11.6M+ | ~$40M+ venture funding |
| Status | Active | Acquired · F5 |
OWASP LLM Top 10 coverage: Mindgard vs CalypsoAI
This diff is llmthreat's editorial read of both vendors' public documentation as of 2026-07-13, not an audited or vendor-endorsed score.
| OWASP LLM Risk | Mindgard | CalypsoAI |
|---|---|---|
| LLM01 Prompt Injection | Covered | Covered |
| LLM02 Sensitive Information Disclosure | Partial | Covered |
| LLM03 Supply Chain | Partial | Partial |
| LLM04 Data and Model Poisoning | Covered | Partial |
| LLM05 Improper Output Handling | Unverified | Partial |
| LLM06 Excessive Agency | Partial | Partial |
| LLM07 System Prompt Leakage | Covered | Partial |
| LLM08 Vector and Embedding Weaknesses | Unverified | Not covered |
| LLM09 Misinformation | Covered | Partial |
| LLM10 Unbounded Consumption | Partial | Partial |
Where they differ
CalypsoAI covers LLM05 Improper Output Handling where Mindgard doesn't.
On the rest, they overlap. Past those gaps the decision is depth per risk, deployment, and price, not breadth.
Which should you choose?
Mindgard edges it on breadth, 4 covered risks to 2. Mindgard is built for security teams wanting continuous automated red teaming and attack-surface mapping for LLMs, image models and agents, while CalypsoAI suits continuous agentic red-teaming plus real-time inference guardrails for large enterprise and national-security use cases. Both rows sit in the full coverage matrix — read the profiles before deciding: Mindgard and CalypsoAI.
Frequently asked questions
Does Mindgard or CalypsoAI cover more of the OWASP LLM Top 10?
Mindgard does, 4 risks to 2 by our scoring. The diff table above shows exactly where they part ways.
Are Mindgard and CalypsoAI independent?
Mindgard is independent; CalypsoAI was acquired by F5, as of 2026-07-13.