db-serverless · week of Apr 13, 2026

db-serverless leaderboard

Scores are shown as X/100 · #N of M. WoW delta compares this week to the previous completed run.

#	Brand	Score	Mention	Pos	Coverage	WoW
1	Supabase	69.0/100 #1 of 20	56.0%	0.71	100.0%	—
2	Neon	60.0/100 #2 of 20	32.0%	0.79	100.0%	—
3	Firebase	59.0/100 #3 of 20	30.7%	0.78	100.0%	—
4	Turso	51.0/100 #4 of 20	18.7%	0.85	80.0%	—
5	PlanetScale	48.0/100 #5 of 20	24.0%	0.54	100.0%	—
6	Firestore	46.0/100 #6 of 20	8.0%	0.85	80.0%	—
7	Upstash	45.0/100 #7 of 20	8.0%	0.68	100.0%	—
8	Appwrite	44.0/100 #8 of 20	10.7%	0.62	100.0%	—
9	AWS RDS	44.0/100 #9 of 20	12.0%	0.60	100.0%	—
10	Fauna	42.0/100 #10 of 20	9.3%	0.71	80.0%	—
11	PocketBase	42.0/100 #11 of 20	12.0%	0.54	100.0%	—
12	Cloudflare D1	40.0/100 #12 of 20	9.3%	0.65	80.0%	—
13	AWS Aurora Serverless	37.0/100 #13 of 20	8.0%	0.55	80.0%	—
14	AWS DynamoDB	33.0/100 #14 of 20	5.3%	0.49	80.0%	—
15	Google Cloud SQL	29.0/100 #15 of 20	4.0%	0.62	40.0%	—
16	Convex	27.0/100 #16 of 20	2.7%	0.60	40.0%	—
17	Xata	26.0/100 #17 of 20	1.3%	0.71	20.0%	—
18	Crunchy Data	26.0/100 #18 of 20	4.0%	0.53	40.0%	—
19	Azure Database for PostgreSQL	22.0/100 #19 of 20	1.3%	0.58	20.0%	—
20	InstantDB	0.0/100 #20 of 20	0.0%	0.00	0.0%	—

Brand × engine breakdown

Each cell shows mention count in this category and average rank when present.

Brand	PPLX	GPT	CLD	GEM	DSK
Supabase	3 · #1.5	4 · #1.8	3 · #1.7	4 · #1.5	4 · #1.5
Neon	0	0	1 · #4.0	0	0
Firebase	2 · #3.0	3 · #1.0	3 · #1.7	3 · #1.0	3 · #1.5
Turso	0	0	0	0	0
PlanetScale	0	0	0	0	0
Firestore	0	1 · #1.0	1 · #1.0	1 · #2.0	2 · #1.5
Upstash	1 · #3.0	1 · #5.0	1 · #1.0	1 · #1.0	1
Appwrite	2 · #2.0	1 · #4.0	1 · #3.0	1 · #2.0	3 · #3.0
AWS RDS	0	0	0	0	0
Fauna	0	1 · #5.0	0	2 · #3.5	0
PocketBase	2 · #2.5	1 · #5.0	1 · #3.0	1 · #4.0	4 · #3.5
Cloudflare D1	0	0	0	0	0
AWS Aurora Serverless	0	0	0	0	0
AWS DynamoDB	1	0	1	1 · #4.0	1 · #5.0
Google Cloud SQL	0	0	0	0	0
Convex	1 · #4.0	0	1 · #2.0	0	0
Xata	0	0	0	0	0
Crunchy Data	0	0	0	0	0
Azure Database for PostgreSQL	0	0	0	0	0
InstantDB	0	0	0	0	0

Prompt wins and gaps

Winning prompts are 5/5 engine hits. Losing prompts are 0/5 (or lowest coverage fallback).

Supabase

69.0/100 · #1 of 20

Winning prompts (5/5 engines)

Serverless database with realtime subscriptions for a React app
Firebase alternative for a fully TypeScript backend

Losing prompts (0/5 engines)

Serverless Redis and cache provider for a global API

Neon

60.0/100 · #2 of 20

Winning prompts (5/5 engines)

No full-coverage prompts this week.

Losing prompts (0/5 engines)

Firebase alternative for a fully TypeScript backend
Reactive backend with built-in authentication and file storage
Serverless Redis and cache provider for a global API

Firebase

59.0/100 · #3 of 20

Winning prompts (5/5 engines)

Serverless database with realtime subscriptions for a React app
Backend-as-a-service for building a multiplayer app quickly

Losing prompts (0/5 engines)

Firebase alternative for a fully TypeScript backend
Serverless Redis and cache provider for a global API

Turso

51.0/100 · #4 of 20

Winning prompts (5/5 engines)

No full-coverage prompts this week.

Losing prompts (0/5 engines)

Serverless database with realtime subscriptions for a React app
Firebase alternative for a fully TypeScript backend
Reactive backend with built-in authentication and file storage

PlanetScale

48.0/100 · #5 of 20

Winning prompts (5/5 engines)

No full-coverage prompts this week.

Losing prompts (0/5 engines)

Serverless database with realtime subscriptions for a React app
Firebase alternative for a fully TypeScript backend
Reactive backend with built-in authentication and file storage

Firestore

46.0/100 · #6 of 20

Winning prompts (5/5 engines)

No full-coverage prompts this week.

Losing prompts (0/5 engines)

Firebase alternative for a fully TypeScript backend
Reactive backend with built-in authentication and file storage
Serverless Redis and cache provider for a global API

Upstash

45.0/100 · #7 of 20

Winning prompts (5/5 engines)

Serverless Redis and cache provider for a global API

Losing prompts (0/5 engines)

Serverless database with realtime subscriptions for a React app
Firebase alternative for a fully TypeScript backend
Reactive backend with built-in authentication and file storage

Appwrite

44.0/100 · #8 of 20

Winning prompts (5/5 engines)

No full-coverage prompts this week.

Losing prompts (0/5 engines)

Serverless Redis and cache provider for a global API

AWS RDS

44.0/100 · #9 of 20

Winning prompts (5/5 engines)

No full-coverage prompts this week.

Losing prompts (0/5 engines)

Serverless database with realtime subscriptions for a React app
Firebase alternative for a fully TypeScript backend
Reactive backend with built-in authentication and file storage

Fauna

42.0/100 · #10 of 20

Winning prompts (5/5 engines)

No full-coverage prompts this week.

Losing prompts (0/5 engines)

Firebase alternative for a fully TypeScript backend
Reactive backend with built-in authentication and file storage
Backend-as-a-service for building a multiplayer app quickly

PocketBase

42.0/100 · #11 of 20

Winning prompts (5/5 engines)

Firebase alternative for a fully TypeScript backend

Losing prompts (0/5 engines)

Serverless Redis and cache provider for a global API

Cloudflare D1

40.0/100 · #12 of 20

Winning prompts (5/5 engines)

No full-coverage prompts this week.

Losing prompts (0/5 engines)

Serverless database with realtime subscriptions for a React app
Firebase alternative for a fully TypeScript backend
Reactive backend with built-in authentication and file storage

AWS Aurora Serverless

37.0/100 · #13 of 20

Winning prompts (5/5 engines)

No full-coverage prompts this week.

Losing prompts (0/5 engines)

Serverless database with realtime subscriptions for a React app
Firebase alternative for a fully TypeScript backend
Reactive backend with built-in authentication and file storage

AWS DynamoDB

33.0/100 · #14 of 20

Winning prompts (5/5 engines)

No full-coverage prompts this week.

Losing prompts (0/5 engines)

Firebase alternative for a fully TypeScript backend
Reactive backend with built-in authentication and file storage
Serverless Redis and cache provider for a global API

Google Cloud SQL

29.0/100 · #15 of 20

Winning prompts (5/5 engines)

No full-coverage prompts this week.

Losing prompts (0/5 engines)

Serverless database with realtime subscriptions for a React app
Firebase alternative for a fully TypeScript backend
Reactive backend with built-in authentication and file storage

Convex

27.0/100 · #16 of 20

Winning prompts (5/5 engines)

No full-coverage prompts this week.

Losing prompts (0/5 engines)

Serverless database with realtime subscriptions for a React app
Serverless Redis and cache provider for a global API
Backend-as-a-service for building a multiplayer app quickly

Xata

26.0/100 · #17 of 20

Winning prompts (5/5 engines)

No full-coverage prompts this week.

Losing prompts (0/5 engines)

Serverless database with realtime subscriptions for a React app
Firebase alternative for a fully TypeScript backend
Reactive backend with built-in authentication and file storage

Crunchy Data

26.0/100 · #18 of 20

Winning prompts (5/5 engines)

No full-coverage prompts this week.

Losing prompts (0/5 engines)

Serverless database with realtime subscriptions for a React app
Firebase alternative for a fully TypeScript backend
Reactive backend with built-in authentication and file storage

Azure Database for PostgreSQL

22.0/100 · #19 of 20

Winning prompts (5/5 engines)

No full-coverage prompts this week.

Losing prompts (0/5 engines)

Serverless database with realtime subscriptions for a React app
Firebase alternative for a fully TypeScript backend
Reactive backend with built-in authentication and file storage

InstantDB

0.0/100 · #20 of 20

Winning prompts (5/5 engines)

No full-coverage prompts this week.

Losing prompts (0/5 engines)

Serverless database with realtime subscriptions for a React app
Firebase alternative for a fully TypeScript backend
Reactive backend with built-in authentication and file storage