# DagsHub: how AI models rank it, September 2026

IT AI Recommendation Index, September 2026 Edition. Named in 4 judge labels across 1 categories by 4 of 12 models. Page: https://it-ai-index.com/vendors/dagshub/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| ML platforms | 0% | 98 | 100% | 4 |

## And against it

- "less suitable for small projects that do not need collaboration/versioning, and it may not fully support strict on-prem security needs" (Perplexity Sonar, ML platforms)
- "Many modern SaaS platforms (like DagsHub or basic Colab setups) require data to leave your local network" (Qwen 3.7 Flash, ML platforms)
- "it may not be suitable for small-scale projects... DagsHub might not be the best option." (Llama 4 Maverick, ML platforms)
- "DagsHub might not be the best fit." (Mistral Small, ML platforms)

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, September 2026 Edition, it-ai-index.com.