DatabricksvsSnowpark
How 10 AI models weigh Databricks against Snowpark on the 1 buying question where both came up.
- Databricks
- 100%of answers named it
- Snowpark
- 1%of answers named it
- Placed higher
- 40–0times Databricks vs Snowpark, over 40 model rankings that listed either
- Models leaning
- 10–0toward Databricks vs Snowpark
Which models prefer which
Share of each model's answers that named each product, and how often its ranking put one above the other (a product listed beats one left off) · On the 1 shared question, every wording
| Model | Databricks | Snowpark | Placed higher | Leans |
|---|---|---|---|---|
| Claude Haiku 5.5 | 100% | 0% | 4–0 | Databricks |
| GPT-6 Luna | 100% | 0% | 4–0 | Databricks |
| Gemini 4 Argon | 100% | 0% | 4–0 | Databricks |
| Qwen 3.8 Flash | 100% | 0% | 4–0 | Databricks |
| DeepSeek V4.1 Flash | 100% | 0% | 4–0 | Databricks |
| GLM-5.3 | 100% | 0% | 4–0 | Databricks |
| Kimi K3 | 100% | 0% | 4–0 | Databricks |
| MiniMax M3 | 100% | 8% | 4–0 | Databricks |
| Mistral Large 4 | 100% | 0% | 4–0 | Databricks |
| Nemotron 3.5 Super VL | 100% | 0% | 4–0 | Databricks |
What the models say about Databricks
One reason per model, from the shared questions
- Claude Haiku 5.5
Lakehouse architecture excels at mixed analytics, ML, and large-scale data engineering.
- GPT-6 Luna
Strong lakehouse analytics with excellent support for open formats and machine learning workflows.
- Gemini 4 Argon
Combines warehouse performance with lakehouse economics, making it unbeatable for AI-driven organizations.
- Qwen 3.8 Flash
Dominant lakehouse; strong SQL warehouse plus AI workloads.
- DeepSeek V4.1 Flash
Lakehouse power for BI plus heavy Spark and ML workloads.
- GLM-5.3
Lakehouse leader excelling at large-scale, ML, and streaming workloads.
- Kimi K3
Best lakehouse unification of warehousing and AI/ML on open formats.
- MiniMax M3
Best for unified data + AI workloads, Delta Lake, strong performance.
- Mistral Large 4
Unified lakehouse architecture excels for data engineering and ML workloads.
- Nemotron 3.5 Super VL
Unified analytics platform optimized for data lakehouse architectures.
What the models say about Snowpark
One reason per model, from the shared questions
No reasons given.
Over time
Share of answers that named each, on the questions where both came up, each time the panel answered
| Panel run | Databricks | Snowpark |
|---|---|---|
| October 26, 2026 | 100% | 1% |
| October 25, 2026 | 100% | 0% |
Question by question
Share of all answers that named each, every wording pooled, with its place among every product named · Both-named questions first
| Question | Databricks | Snowpark |
|---|---|---|
| Best cloud data warehouses | 100% #1 | 1% #27 |
| Best business intelligence tools | 1% #24 | · |
| Best databases for web apps | 3% #30 | · |