Amplifying/ai-benchmarks

SQLite

Embedded relational database engine

JS/TSPython
Overall Rank
Not in top 20
16%
Pick Rate
20 of 125 (CI: 10.6–23.4%)
20
Primary Picks
of 125 extractable
35
Alt Picks
also mentioned 34x
Strong Default
Category Tier
58.4% winner dominance
PostgreSQL73/125 (58.4%) CI: 49.6–66.7%
Supabase30/125 (24%) CI: 17.4–32.2%
SQLite20/125 (16%) CI: 10.6–23.4%

By Model

Sonnet 4.5
11.1%
avg across repos
Opus 4.5
21%
avg across repos
Opus 4.6
17%
avg across repos

Per-Repo Breakdown

RepoStackSonnetOpus 4.5Opus 4.6
TaskFlowJS/TS
Next.js 14, TypeScript, App Router6.7%
DataPipelinePython
FastAPI, Python 3.11, Pydantic33.3%35.7%
InvoiceTrackerJS/TS
Vite, React 18, TypeScript33.3%23.1%15.4%

Key Insight

Supabase was recommended as an all-in-one (DB + auth + storage) for React SPAs. MongoDB received zero primary picks but was heavily mentioned (17 alt picks + 30 mentions). Models know it; they just don't default to it.

Frequently Asked Questions

Does Claude Code recommend SQLite?
SQLite appears in 16% of Databases responses. The category leader is PostgreSQL at 58.4%.
What databases tool does Claude Code prefer?
PostgreSQL leads at 58.4%. The category is classified as "Strong Default" (50–75% dominance). Other options include Supabase (24%) and SQLite (16%).
How do different Claude models compare on SQLite?
Across repos, Sonnet 4.5 averages 11.1%, Opus 4.5 averages 21%, and Opus 4.6 averages 17% for SQLite.

See Also