# Confident Security vs TrojAI Defend: side-by-side comparison (2026)

[Confident Security](https://cybersectools.com/tools/confident-security) is a commercial [LLM guardrails](https://cybersectools.com/categories/llm-guardrails) solution by [Confident Security](https://cybersectools.com/companies/confident-security). [TrojAI Defend](https://cybersectools.com/tools/trojai-defend) is a commercial [LLM guardrails](https://cybersectools.com/categories/llm-guardrails) solution by [A10 Networks](https://cybersectools.com/companies/a10-networks). Features, integrations, deployment and the company behind each one, side by side.

## Side-by-side comparison

| | Confident Security | TrojAI Defend |
|---|---|---|
| Pricing model | Commercial | Commercial |
| Category | LLM Guardrails | LLM Guardrails |
| Verified | No | No |
| Deployment type | Cloud | Cloud |
| Company size fit | Mid-Market, Enterprise | SMB, Mid-Market, Enterprise |
| Company | Confident Security | A10 Networks |
| Headquarters | – | – |

### Use cases and capabilities

| | Confident Security | TrojAI Defend |
|---|---|---|
| LLM Security | Yes | – |
| LLM Guardrails | Yes | – |
| AI Firewall | Yes | Yes |
| AI Gateway | Yes | – |
| Prompt Injection | Yes | – |
| Shadow AI | Yes | – |
| AI Governance | Yes | – |
| AI DLP | Yes | – |
| AI Observability | Yes | – |
| GenAI Security | Yes | – |
| Content Filtering | – | Yes |
| Browser Security | – | Yes |

### Core features

**Confident Security**

8 features listed. Sign in on the page to see them.

**TrojAI Defend**

10 features listed. Sign in on the page to see them.

### Integrations

**Confident Security**

7 integrations listed. Sign in on the page to see them.

**TrojAI Defend**

2 integrations listed. Sign in on the page to see them.

## Which one fits you

Based on what each listing shows: deployment, company size, price and open source.

- [TrojAI Defend](https://cybersectools.com/tools/trojai-defend) fits if you are a small business.

## Confident Security vs TrojAI Defend FAQ

Common questions when comparing Confident Security vs TrojAI Defend for LLM guardrails.

### What is the difference between Confident Security and TrojAI Defend?

**Confident Security**: Platform for securing, governing, and monitoring AI/LLM deployments. Built by Confident Security.

**TrojAI Defend**: AI firewall for runtime protection of AI models, applications, and agents. Built by A10 Networks.

The table above shows where their features, integrations, deployment and company size fit differ.

### Who makes Confident Security and TrojAI Defend?

**Confident Security** is made by Confident Security. **TrojAI Defend** is made by A10 Networks. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

### Is Confident Security a good alternative to TrojAI Defend?

Often, yes. Confident Security and TrojAI Defend are both LLM Guardrails products, and both cover AI Firewall. Use the table above to see where features, deployment and company size fit differ.

## Related comparisons

- [Confident Security vs AI Security Gateway™](https://cybersectools.com/compare/ai-security-gatewaytm-vs-confident-security)
- [Confident Security vs PointGuard AI Intelligent Guardrails](https://cybersectools.com/compare/confident-security-vs-pointguard-ai-intelligent-guardrails)
- [Confident Security vs Portkey Guardrails for Bedrock](https://cybersectools.com/compare/confident-security-vs-portkey-guardrails-for-bedrock)
- [TrojAI Defend vs AI Security Gateway™](https://cybersectools.com/compare/ai-security-gatewaytm-vs-trojai-defend)
- [TrojAI Defend vs PointGuard AI Intelligent Guardrails](https://cybersectools.com/compare/pointguard-ai-intelligent-guardrails-vs-trojai-defend)
- [TrojAI Defend vs Portkey Guardrails for Bedrock](https://cybersectools.com/compare/portkey-guardrails-for-bedrock-vs-trojai-defend)

## Alternatives to each

- [See all Confident Security alternatives](https://cybersectools.com/alternatives/confident-security)
- [See all TrojAI Defend alternatives](https://cybersectools.com/alternatives/trojai-defend)

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Source: https://cybersectools.com/compare/confident-security-vs-trojai-defend

For AI agents: each product above has its own Markdown page (add .md to its URL, for example https://cybersectools.com/tools/confident-security.md). Every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md.

More on Confident Security and TrojAI Defend: funding, momentum, hiring and news, plus the full product and company record, are available through the Mandos MCP Server (paid plans), which connects to AI assistants: https://mandos.io/mcp?utm_source=cybersectools.com&utm_medium=compare-md