Patronus AI vs RagaAI
Side-by-side from the Top 11 ranking of Galileo vs LangSmith vs Arize AI: 11 Best LLM Evaluation Platforms 2026. Last verified May 31, 2026.
The short answer
Patronus AI ranks higher on Top 11 (#8 vs #9) for ML engineers and AI product teams measuring model quality. A specialized platform for automated red teaming and finding LLM vulnerabilities before they hit production.
At a glance
| Patronus AI | RagaAI | |
|---|---|---|
| Top 11 rank | #8 / Galileo vs LangSmith vs Arize AI: 11 Best LLM Evaluation Platforms 2026 | #9 / Galileo vs LangSmith vs Arize AI: 11 Best LLM Evaluation Platforms 2026 |
| Score (out of 9.4) | 7.8 | 7.6 |
| Best for | Automated LLM red teaming | Automated AI testing |
| Pricing | $$$ (Custom Pricing) | $$$ (Custom Pricing) |
| HQ | New York, USA | San Francisco, USA |
| Founded | 2023 | 2022 |
Patronus AI
A specialized platform for automated red teaming and finding LLM vulnerabilities before they hit production.
www.patronus.ai/See full entry in Galileo vs LangSmith vs Arize AI: 11 Best LLM Evaluation Platforms 2026
RagaAI
A comprehensive AI testing platform with 300+ automated tests to diagnose issues across the entire lifecycle.
www.raga.ai/See full entry in Galileo vs LangSmith vs Arize AI: 11 Best LLM Evaluation Platforms 2026
Methodology and scoring weights live at /methodology. No vendor pays for placement — see about.