Run Oct 14, 2026 · #13 · AI Deploy Bench

By cloud

Cloudish

5/5

apps deployed and passing

Checks passed: 100%
Human steps: 0 · 0 min
Security & compliance: 80/100
Stack fit: 89/100
Avg build: 2m 35s
Avg deploy: 3m 30s
Tokens: 7.09M
Agent cost: $4.61
Hosting, light use: $0.55/mo
Hosting, busy: $39.20/mo

DigitalOcean

5/5

apps deployed and passing

Checks passed: 100%
Human steps: 3 · 7 min
Security & compliance: 84/100
Stack fit: 84/100
Avg build: 2m 33s
Avg deploy: 4m 23s
Tokens: 6.40M
Agent cost: $4.61
Hosting, light use: $39.00/mo
Hosting, busy: $39.00/mo

Render

5/5

apps deployed and passing

Checks passed: 100%
Human steps: 2 · 5 min
Security & compliance: 70/100
Stack fit: 80/100
Avg build: 2m 17s
Avg deploy: 3m 27s
Tokens: 7.50M
Agent cost: $5.64
Hosting, light use: $0.00/mo
Hosting, busy: $35.65/mo

Vercel

4/5

apps deployed and passing

Checks passed: 85%
Human steps: 3 · 8 min
Security & compliance: 78/100
Stack fit: 75/100
Avg build: 2m 19s
Avg deploy: 9m 29s
Tokens: 20.04M
Agent cost: $10.21
Hosting, light use: $60.00/mo
Hosting, busy: $100.00/mo

Railway

1/5

apps deployed and passing

Checks passed: 20%
Human steps: 3 · 7 min
Security & compliance: 82/100
Stack fit: 90/100
Avg build: 2m 04s
Avg deploy: 1m 19s
Tokens: 6.34M
Agent cost: $4.02
Hosting, light use: $0.00/mo
Hosting, busy: $0.00/mo

By app

App Cloudish DigitalOcean Render Vercel Railway

Static site

Cloudish

Success16/16 checks Node.js 22Node.js http

DigitalOcean

Success16/16 checks Node.js 22Node.js http

Render

Success16/16 checks Node.js 22Node.js http

Vercel

Success16/16 checks Node.js 18+Vercel Functions

Railway

Success16/16 checks Node.js 18+Node.js http

CRUD app

Cloudish

Success19/19 checks Node.js 24Node.js httpSQLite

DigitalOcean

Success19/19 checks Node.js 24ExpressPostgreSQL

Render

Success19/19 checks Node.js 20+ExpressPostgreSQL

Vercel

Needs a person5/19 checks Node.jsExpress

Railway No screenshot Needs a person0/0 checks Node.js 20+Express

API

Cloudish

Success20/20 checks Python 3.12FastAPISQLite

DigitalOcean

Success20/20 checks Python 3.12FastAPIPostgreSQL

Render

Success20/20 checks Node.js 20+ExpressPostgreSQL

Vercel

Success20/20 checks Node.jsHono

Railway No screenshot Needs a person0/0 checks Node.js 20+Express

Dashboard

Cloudish

Success12/12 checks Node.js 22Node.js http

DigitalOcean

Success12/12 checks Node.js 20Express

Render

Success12/12 checks Node.js 22Node.js http

Vercel

Success12/12 checks Node.js 24Vercel Functions

Railway No screenshot Needs a person0/0 checks Node.js 20+Node.js http

Realtime chat

Cloudish

Success13/13 checks Node.js 24Node.js httpSQLite

DigitalOcean

Success13/13 checks Node.js 22Node.js http

Render

Success13/13 checks Node.js 22Node.js httpPostgreSQL

Vercel

Success13/13 checks Node.js 20+Next.jsReact

Railway No screenshot Needs a person0/0 checks Node.js 20+Node.js http

Technologies

Runtime

Node.js 20+ 7
Node.js 22 7
Node.js 24 4
Node.js 2
Node.js 18+ 2
Python 3.12 2
Node.js 20 1

Frameworks

Node.js http 12
Express 7
FastAPI 2
Vercel Functions 2
Hono 1
Next.js 1
React 1

Data

PostgreSQL 5
SQLite 3

How many of the 25 deployments used each. Names come from each app's dependencies, Dockerfile and config, and the cloud resources it created.

All cells

Cloud	App	Result	Checks	Human	Security	Stack fit	Build	Deploy	Tokens	Agent cost	Hosting / month
Cloudish	Static site	Success	16/16	0 · 0 min	81/100	90/100	1m 43s	2m 35s	897.4K	$0.65	$0.11 light use$7.84 busy
Cloudish	CRUD app	Success	19/19	0 · 0 min	76/100	86/100	2m 31s	2m 58s	1.35M	$0.91	$0.11 light use$7.84 busy
Cloudish	API	Success	20/20	0 · 0 min	76/100	87/100	2m 30s	5m 10s	1.23M	$0.86	$0.11 light use$7.84 busy
Cloudish	Dashboard	Success	12/12	0 · 0 min	80/100	93/100	3m 28s	2m 43s	2.20M	$1.26	$0.11 light use$7.84 busy
Cloudish	Realtime chat	Success	13/13	0 · 0 min	86/100	90/100	2m 43s	4m 04s	1.41M	$0.92	$0.11 light use$7.84 busy
DigitalOcean	Static site	Success	16/16	3 · 7 min	91/100	81/100	2m 02s	2m 07s	1.10M	$0.75	$5.00 light use$5.00 busy
DigitalOcean	CRUD app	Success	19/19	3 · 7 min	78/100	83/100	2m 39s	7m 18s	1.25M	$0.93	$12.00 light use$12.00 busy
DigitalOcean	API	Success	20/20	3 · 7 min	82/100	87/100	2m 59s	8m 55s	1.51M	$1.21	$12.00 light use$12.00 busy
DigitalOcean	Dashboard	Success	12/12	3 · 7 min	81/100	87/100	2m 53s	1m 49s	1.49M	$0.96	$5.00 light use$5.00 busy
DigitalOcean	Realtime chat	Success	13/13	3 · 7 min	89/100	82/100	2m 10s	1m 45s	1.05M	$0.77	$5.00 light use$5.00 busy
Render	Static site	Success	16/16	2 · 5 min	72/100	81/100	1m 34s	1m 49s	1.33M	$1.00	$0.00 light use$7.13 busy
Render	CRUD app	Success	19/19	2 · 5 min	62/100	84/100	2m 26s	4m 05s	1.29M	$1.01	$0.00 light use$7.13 busy
Render	API	Success	20/20	2 · 5 min	71/100	80/100	2m 34s	3m 58s	1.63M	$1.26	$0.00 light use$7.13 busy
Render	Dashboard	Success	12/12	2 · 5 min	75/100	81/100	2m 24s	2m 30s	1.66M	$1.15	$0.00 light use$7.13 busy
Render	Realtime chat	Success	13/13	2 · 5 min	70/100	74/100	2m 28s	4m 54s	1.59M	$1.23	$0.00 light use$7.13 busy
Vercel	Static site	Success	16/16	2 · 5 min	73/100	100/100	1m 40s	1m 14s	1.84M	$1.00	$20.00 light use$20.00 busy
Vercel	CRUD app	Needs a person	5/19	3 · 8 min	69/100	83/100	2m 03s	1m 41s	1.73M	$1.07	$20.00 light use$20.00 busy
Vercel	API	Success	20/20	2 · 5 min	85/100	46/100	2m 19s	18m 35s	5.38M	$2.79	$0.00 light use$20.00 busy
Vercel	Dashboard	Success	12/12	2 · 5 min	77/100	93/100	2m 21s	1m 10s	3.04M	$1.54	$20.00 light use$20.00 busy
Vercel	Realtime chat	Success	13/13	2 · 5 min	88/100	53/100	3m 14s	24m 45s	8.05M	$3.81	$0.00 light use$20.00 busy
Railway	Static site	Success	16/16	2 · 5 min	82/100	90/100	1m 49s	1m 36s	897.3K	$0.62	$0.00 light use$0.00 busy
Railway	CRUD app	Needs a person	0/0	3 · 7 min	—	—	1m 55s	1m 27s	1.10M	$0.74	$0.00 light use$0.00 busy
Railway	API	Needs a person	0/0	3 · 7 min	—	—	2m 20s	1m 00s	1.35M	$0.91	$0.00 light use$0.00 busy
Railway	Dashboard	Needs a person	0/0	3 · 7 min	—	—	2m 36s	1m 29s	1.77M	$1.01	$0.00 light use$0.00 busy
Railway	Realtime chat	Needs a person	0/0	3 · 7 min	—	—	1m 40s	1m 01s	1.22M	$0.74	$0.00 light use$0.00 busy