Amazon RDS vs DigitalOcean Managed Databases
Ten of fourteen models named Amazon RDS first on the direct prompt; zero named DigitalOcean Managed Databases. Amazon RDS was named by fourteen of the fourteen models and DigitalOcean Managed Databases by twelve and Amazon RDS carries 70 labels and DigitalOcean Managed Databases 19, so the shares are not directly comparable.
Named in two categories this edition.
Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the managed relational databases page.
By framing
Amazon RDSFirst choices, of fourteen modelsDigitalOcean Managed Databases
Across every category in the October 2026 Edition, Amazon RDS and DigitalOcean Managed Databases were named in the same answer fifty-one times, of the 189 answers naming Amazon RDS and the 58 naming DigitalOcean Managed Databases. In those answers DigitalOcean Managed Databases took the first choice fifteen times and Amazon RDS thirteen.
Every model, every framing
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | | | | |
| GPT-5.4 mini | | | | | | |
| Gemini 3.5 Flash | | | | |||
| Perplexity Sonar | | | | | | |
| Grok 4.1 Fast | | | | | | |
| Mistral Small | | |||||
| DeepSeek V4 Flash | | | | | | |
| Llama 4 Maverick | | | | | ||
| Qwen 3.7 Flash | | | | |||
| Kimi K2 | | | | | | |
| GLM 4.7 FlashX | | | | | | |
| MiniMax M2.5 | | | | | | |
| GPT-6 Luna | | | ||||
| Muse Glimmer 30B | | | | | | |
Amazon RDS DigitalOcean Managed Databases first choice named as an alternative argued againstblank: not namedEach cell is one answer, Amazon RDS on the left and DigitalOcean Managed Databases on the right.The direct prompt
Amazon RDS first, DigitalOcean Managed Databases an alternative
10 of 14 modelsDigitalOcean Managed Databases was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
2 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
2 of 14 modelsThe answer made no first choice from these two in this category.Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
Amazon RDS24%#1 of 8DigitalOcean Managed Databases15%#4 of 8Amazon RDS45%#1 of 9DigitalOcean Managed Databases9%#5 of 9Amazon RDS20%#3 of 8DigitalOcean Managed Databases0%#– of 8What the models said about Amazon RDS
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Some models explicitly recommend avoiding RDS for production core systems unless absolutely necessary.” Mistral Small · negative prompt · hard negative
“are cautious with AWS RDS SQL Server for point-in-time restore expectations and with any RDS engine for globally distributed strong-consistency writes” Muse Glimmer 30B · negative prompt · soft negative
“It is widely used and legitimate, but multiple sources note that it can carry premium instance pricing, hidden ancillary costs” Perplexity Sonar · negative prompt · soft negative
“Amazon RDS, for example, supports MySQL, PostgreSQL, MariaDB, SQL Server, Oracle, and Amazon Aurora, and automates provisioning, patching, backups, and failover.” Llama 4 Maverick · comparative prompt · first choice
“Pick AWS RDS/Aurora for broadest engine breadth and ecosystem maturity, and for cloud-native Aurora performance with MySQL/PostgreSQL compatibility.” Muse Glimmer 30B · comparative prompt · first choice
“The top managed relational database services are Amazon RDS, Google Cloud SQL, Azure SQL Database, and Oracle Autonomous Database” Perplexity Sonar · comparative prompt · first choice
What the models said about DigitalOcean Managed Databases
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“the best managed relational database service is usually DigitalOcean Managed Databases because it offers transparent starting prices” Perplexity Sonar · budget prompt · first choice
“If you want the absolute lowest ongoing managed PostgreSQL price with no vendor lock-in, DigitalOcean at ~$15/mo is the current sweet spot” Muse Glimmer 30B · budget prompt · first choice
“The Winner: For most small businesses balancing ease-of-use with cost, DigitalOcean is usually the safest bet” Qwen 3.7 Flash · budget prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.