# Oracle Autonomous Database: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 5 judge labels across 1 category by 5 of 14 models. Page: https://www.gane.ai/index/it/vendors/oracle-autonomous-database

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Managed relational databases](https://www.gane.ai/index/it/it-data/managed-relational-databases/index.md) | 0% | 75 | 60% | 5 |

## What the models said for it

- "You run Oracle applications or need Oracle-specific features, and want a managed Oracle service." (GPT-6 Luna, Managed databases)
- "Use Oracle Autonomous for heavy Oracle dependencies." (Grok 4.20, Managed databases)

## And against it

- "avoid starting new projects on Oracle DB" (Gemini 3.5 Flash, Managed databases)
- "Use with care (do your due diligence):  - Oracle Autonomous Database – high cost, black‑box tuning." (GLM 4.7 FlashX, Managed databases)
- "be cautious if you're not Oracle-centric ... Massive vendor lock-in." (DeepSeek V4 Flash, Managed databases)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Oracle Autonomous Database, from 16 of the 21 answers that named it (only the models that return a source list).

### Domains cited

- aws.amazon.com: 12
- cloud.google.com: 10
- learn.microsoft.com: 7
- techtarget.com: 7
- azure.microsoft.com: 6
- g2.com: 6
- gane.ai/index: 6
- github.com: 6
- oracle.com: 6 (its own site)
- docs.aws.amazon.com: 5

### Pages cited

- https://aws.amazon.com/rds: 9
- https://cloud.google.com/sql: 6
- https://techtarget.com/news/Cloud-database-comparison-AWS-Microsoft-Google-and-Oracle/842871: 5
- https://aws.amazon.com/rds/features: 4
- https://crn.com/news/cloud/2024/aws-oracle-google-microsoft-top-cloud-dbms-market-gartner: 4
- https://docs.aws.amazon.com/decision-guides/latest/decision-guides/databases-on-aws-how-to-choose.html: 4
- https://docs.cloud.google.com/docs/get-started/aws-azure-gcp-service-comparison: 4
- https://www.gane.ai/index/it/it-data/managed-relational-databases/enterprise: 4

## In its own words

What Oracle Autonomous Database's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Develop scalable AI-powered apps with any data using built-in AI capabilities. Use your choice of large language model and deploy in any cloud or your data center. (https://www.oracle.com/autonomous-database)
- For: developers; analysts; IT teams (https://www.oracle.com/autonomous-database)
- Price stated: Launch the cost estimator tool (https://www.oracle.com/autonomous-database)
- Free plan or trial: Oracle Cloud offers a Free Tier with a 30-day free trial and always-free services. (https://www.oracle.com/autonomous-database)
- Integrations claimed: 100 (https://www.oracle.com/apac/autonomous-database)
- Certifications: FedRAMP, HIPAA, PCI DSS, SOC 1, SOC 2
- Hosting: OCI Public cloud, Exadata Cloud@Customer, OCI Dedicated Region, AWS, Azure, Google Cloud, Microsoft Azure, your data center

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.