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Managed relational databases · October 2026 Edition

DigitalOcean Managed Databases vs Supabase

Zero of fourteen models named DigitalOcean Managed Databases first on the direct prompt; zero named Supabase. DigitalOcean Managed Databases was named by twelve of the fourteen models and Supabase by nine and DigitalOcean Managed Databases carries 19 labels and Supabase 18, so the shares are not directly comparable.

Named in one category this edition.

Supabase

accepted challenger

Named in three categories this edition.

First-choice share9%7%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%6%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#6A position in a field of 9; printed, not drawn.
Labels1918A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, DigitalOcean Managed Databases reading right to left. Rank and label count are printed, not drawn.Amazon RDS was named alongside these two in twelve of the fourteen direct answers. Amazon RDS vs DigitalOcean Managed Databases · Amazon RDS vs Supabase · Amazon Aurora vs DigitalOcean Managed Databases

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

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
DigitalOcean Managed DatabasesFirst choices, of fourteen modelsSupabase
Direct00
Paraphrase00
Comparative00
Budget-constrained54
Scale-constrained00
Negative001 against Supabase
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

Across every category in the October 2026 Edition, DigitalOcean Managed Databases and Supabase were named in the same answer thirty-six times, of the 58 answers naming DigitalOcean Managed Databases and the 82 naming Supabase. In those answers Supabase took the first choice fourteen times and DigitalOcean Managed Databases seven.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where DigitalOcean Managed Databases and Supabase stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
DigitalOcean Managed Databases Supabase first choice named as an alternative argued againstblank: not namedEach cell is one answer, DigitalOcean Managed Databases on the left and Supabase on the right.

The direct prompt

The plain question, one answer per model, grouped by where DigitalOcean Managed Databases and Supabase stood in it.

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.
Grok 4.1 FastGoogle Cloud SQL alternatives: Aiven, Amazon RDS, Azure SQL Database, DigitalOcean Managed Databases
MiniMax M2.5Amazon RDS alternatives: Amazon Aurora, DigitalOcean Managed Databases, Google Cloud SQL

Neither was named

12 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Amazon RDS alternatives: Azure SQL Database
GPT-5.4 miniAmazon Aurora, Amazon RDS alternatives: Azure Database for PostgreSQL, Azure SQL Database, Google Cloud SQL
Gemini 3.5 FlashAmazon Aurora alternatives: Aiven, AlloyDB for PostgreSQL, Azure SQL Database, Neon
Perplexity SonarAmazon RDS alternatives: Azure SQL Database, Google Cloud SQL
Mistral SmallAmazon Aurora alternatives: Azure SQL Database, Google Cloud SQL
DeepSeek V4 FlashAmazon RDS alternatives: Azure SQL Database, Google Cloud SQL
Llama 4 MaverickAmazon Aurora, Amazon RDS alternatives: Ntirety, Rackspace Technology
Qwen 3.7 FlashAmazon RDS alternatives: Azure Database for SQL Server / PostgreSQL, Neon, Vercel Postgres
Kimi K2Amazon RDS alternatives: Amazon Aurora, Azure SQL Database, Google Cloud SQL, Neon
GLM 4.7 FlashXGoogle Cloud SQL alternatives: Amazon RDS, Azure Database
GPT-6 LunaAmazon RDS alternatives: Amazon Aurora, Azure Database for PostgreSQL, Google Cloud SQL
Muse Glimmer 30BAmazon RDS alternatives: Amazon Aurora, Azure SQL Database, Google Cloud SQL

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

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Supabase leads by three points.
Supabase18%#2 of 8
DigitalOcean Managed Databases15%#4 of 8
The full small business standing →
Mid-marketThe figures above
The order flips: DigitalOcean Managed Databases leads at mid-market.
DigitalOcean Managed Databases9%#5 of 9
Supabase7%#6 of 9
The full mid-market standing →
Enterprise
Level: the same share of first choices.
DigitalOcean Managed Databases0%#– of 8
Supabase0%#– of 8
The full enterprise standing →

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

What the models said about Supabase

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.

“you must be cautious about adopting it for long-term, enterprise-scale relational workloads” Gemini 3.5 Flash · negative prompt · soft negative
“If you're just starting and want a free tier that doesn't expire, Supabase or Neon are excellent.” GLM 4.7 FlashX · budget prompt · first choice
“Supabase or Neon (both serverless PostgreSQL) stand out as the best managed relational database services” Grok 4.1 Fast · budget prompt · first choice
“My overall pick: For most small companies with limited budgets, Supabase is the best value” DeepSeek V4 Flash · budget prompt · first choice
Also compared

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.