DuckDBvsOracle Autonomous Data Warehouse
How 10 AI models weigh DuckDB against Oracle Autonomous Data Warehouse on the 1 buying question where both came up.
- DuckDB
- 8%of answers named it
- Oracle Autonomous Data Warehouse
- 73%of answers named it
- Placed higher
- 3–32times DuckDB vs Oracle Autonomous Data Warehouse, over 35 model rankings that listed either
- Models leaning
- 1–9toward DuckDB vs Oracle Autonomous Data Warehouse
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 | DuckDB | Oracle Autonomous Data Warehouse | Placed higher | Leans |
|---|---|---|---|---|
| Claude Haiku 5.5 | 0% | 100% | 0–4 | Oracle Autonomous Data Warehouse |
| GPT-6 Luna | 0% | 100% | 0–4 | Oracle Autonomous Data Warehouse |
| Gemini 4 Argon | 0% | 92% | 0–3 | Oracle Autonomous Data Warehouse |
| Qwen 3.8 Flash | 0% | 58% | 0–3 | Oracle Autonomous Data Warehouse |
| DeepSeek V4 Pro | 0% | 83% | 0–4 | Oracle Autonomous Data Warehouse |
| GLM-5.3 | 17% | 25% | 2–0 | DuckDB |
| Kimi K3 | 0% | 75% | 0–3 | Oracle Autonomous Data Warehouse |
| MiniMax M3 | 8% | 58% | 0–4 | Oracle Autonomous Data Warehouse |
| Mistral Large 4 | 58% | 58% | 1–3 | Oracle Autonomous Data Warehouse |
| Nemotron 3 Ultra | 0% | 75% | 0–4 | Oracle Autonomous Data Warehouse |
What the models say about DuckDB
One reason per model, from the shared questions
- GLM-5.3
Embedded OLAP engine loved for local and edge analytics workflows.
- Mistral Large 4
Free and incredibly fast for local and embedded analytical workloads.
What the models say about Oracle Autonomous Data Warehouse
One reason per model, from the shared questions
- Claude Haiku 5.5
Self-managing Oracle warehouse that suits existing Oracle-heavy enterprise estates.
- GPT-6 Luna
Automated operations and high performance make it compelling for Oracle-centric enterprises.
- Gemini 4 Argon
Self-tuning, high-security warehouse that excels for heavy transactional and legacy Oracle enterprises.
- Qwen 3.8 Flash
Good automation but weaker mindshare outside Oracle shops.
- DeepSeek V4 Pro
Self-tuning, strong in Oracle-heavy enterprises, solid security automation.
- Kimi K3
Good for Oracle-heavy enterprises but limited ecosystem appeal
- MiniMax M3
Self-tuning, great for Oracle-centric enterprise environments.
- Mistral Large 4
Fully self-managing with strong security and tuning for Oracle-centric enterprises.
- Nemotron 3 Ultra
Self-driving operations, Exadata performance
Tracked since October 25, 2026. Each time the panel answers these questions again, both shares are added here.
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 | DuckDB | Oracle Autonomous Data Warehouse |
|---|---|---|
| Best cloud data warehouses | 8% #14 | 73% #6 |