# TrojAI Detect vs Vijil Evaluate: side-by-side comparison (2026)

[TrojAI Detect](https://cybersectools.com/tools/trojai-detect) is a commercial [AI red teaming](https://cybersectools.com/categories/ai-red-teaming) solution by [A10 Networks](https://cybersectools.com/companies/a10-networks). [Vijil Evaluate](https://cybersectools.com/tools/vijil-evaluate) is a commercial [AI red teaming](https://cybersectools.com/categories/ai-red-teaming) solution by [Vijil](https://cybersectools.com/companies/vijil). Features, integrations, deployment and the company behind each one, side by side.

## Side-by-side comparison

| | TrojAI Detect | Vijil Evaluate |
|---|---|---|
| Pricing model | Commercial | Commercial |
| Category | AI Red Teaming | AI Red Teaming |
| Verified | No | No |
| Deployment type | Cloud | Hybrid |
| Company size fit | Mid-Market, Enterprise | Startup, SMB, Mid-Market, Enterprise |
| Company | A10 Networks | Vijil |
| Headquarters | – | – |

### Use cases and capabilities

| | TrojAI Detect | Vijil Evaluate |
|---|---|---|
| OWASP | Yes | – |
| LLM Security | – | Yes |
| Prompt Injection | – | Yes |
| GenAI Security | – | Yes |
| Generative AI | – | Yes |
| LLM Guardrails | – | Yes |
| CI/CD | – | Yes |
| NIST | – | Yes |
| RAG Security | – | Yes |
| Continuous Testing | – | Yes |

### Core features

**TrojAI Detect**

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

**Vijil Evaluate**

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

### Integrations

**TrojAI Detect**

No integrations listed.

**Vijil Evaluate**

9 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 Detect](https://cybersectools.com/tools/trojai-detect) fits if you want a cloud product.
- [Vijil Evaluate](https://cybersectools.com/tools/vijil-evaluate) fits if you need both cloud and on-premises options and you are a startup or a small business.

## TrojAI Detect vs Vijil Evaluate FAQ

Common questions when comparing TrojAI Detect vs Vijil Evaluate for AI red teaming.

### What is the difference between TrojAI Detect and Vijil Evaluate?

**TrojAI Detect**: AI red teaming and pentesting tool for detecting security flaws in AI models, built by A10 Networks.

**Vijil Evaluate**: Automated QA framework for testing LLM apps for security, safety & reliability, built by Vijil.

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

### Who makes TrojAI Detect and Vijil Evaluate?

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

### Is TrojAI Detect a good alternative to Vijil Evaluate?

Often, yes. TrojAI Detect and Vijil Evaluate are both AI Red Teaming products. Use the table above to see where features, deployment and company size fit differ.

## Related comparisons

- [TrojAI Detect vs Highflame Red](https://cybersectools.com/compare/highflame-red-vs-trojai-detect)
- [TrojAI Detect vs Snowglobe](https://cybersectools.com/compare/guardrails-ai-hub-vs-trojai-detect)
- [TrojAI Detect vs RedRaven](https://cybersectools.com/compare/redraven-vs-trojai-detect)
- [Vijil Evaluate vs Highflame Red](https://cybersectools.com/compare/highflame-red-vs-vijil-evaluate)
- [Vijil Evaluate vs Snowglobe](https://cybersectools.com/compare/guardrails-ai-hub-vs-vijil-evaluate)
- [Vijil Evaluate vs RedRaven](https://cybersectools.com/compare/redraven-vs-vijil-evaluate)

## Alternatives to each

- [See all TrojAI Detect alternatives](https://cybersectools.com/alternatives/trojai-detect)
- [See all Vijil Evaluate alternatives](https://cybersectools.com/alternatives/vijil-evaluate)

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Source: https://cybersectools.com/compare/trojai-detect-vs-vijil-evaluate

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

More on TrojAI Detect and Vijil Evaluate: 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