UpTrain vs Galileo
Side-by-side from the Top 11 ranking of The 11 Best LLM Evaluation Platforms (2026). Last verified May 31, 2026.
The short answer
Galileo ranks higher on Top 11 (#1 vs #6) for ML engineers and AI product teams measuring model quality. The best platform for production RAG, offering powerful, real-time hallucination detection and deep system insights.
At a glance
| UpTrain | Galileo | |
|---|---|---|
| Top 11 rank | #6 / The 11 Best LLM Evaluation Platforms (2026) | #1 / The 11 Best LLM Evaluation Platforms (2026) |
| Score (out of 9.4) | 8.2 | 9.3 |
| Best for | Open-source flexibility | Production RAG evaluation |
| Pricing | $$ ($0 to $1,500/mo) | $$$ ($1,000 to $10,000+/mo) |
| HQ | San Francisco, USA | San Francisco, USA |
| Founded | 2022 | 2021 |
UpTrain
Offers a flexible path from a powerful open-source library to a managed cloud platform.
uptrain.ai/See full entry in The 11 Best LLM Evaluation Platforms (2026)
Galileo
The best platform for production RAG, offering powerful, real-time hallucination detection and deep system insights.
www.rungalileo.io/See full entry in The 11 Best LLM Evaluation Platforms (2026)
Methodology and scoring weights live at /methodology. No vendor pays for placement — see about.