UpTrain 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
UpTrain ranks higher on Top 11 (#6 vs #9) for ML engineers and AI product teams measuring model quality. Offers a flexible path from a powerful open-source library to a managed cloud platform.
At a glance
| UpTrain | RagaAI | |
|---|---|---|
| Top 11 rank | #6 / 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) | 8.2 | 7.6 |
| Best for | Open-source flexibility | Automated AI testing |
| Pricing | $$ ($0 to $1,500/mo) | $$$ (Custom Pricing) |
| HQ | San Francisco, USA | San Francisco, USA |
| Founded | 2022 | 2022 |
UpTrain
Offers a flexible path from a powerful open-source library to a managed cloud platform.
uptrain.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.