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Side-by-side features, use cases and pricing — because the right pick depends on your job and budget, not just the ranking.

⇄ Comparison dimension — pick the market you're actually shopping in

Internal Tools Dashboards Full Stack App Generation Apis Integration Code Generation App Builders Low Code Dev Infrastructure Software Development

AdminForth

✓ verifiedFree

Open-source, agent-first admin-panel framework for Vue3/Node.js with auth, plugins and AI features to build back-office panels fast.

2.1K visits/mo

Browserless

✓ verifiedFreemium

Managed headless-Chrome infrastructure that runs Puppeteer/Playwright scripts at scale with anti-bot bypass, so teams skip browser ops.

242K visits/mo

Codeflying

✓ verifiedFreemium

Vibe-coding builder creating full-stack apps by chatting with AI.

118K visits/mo

Atoms

✓ verifiedFreemium

No-code AI platform using multi-agent 'employees' to research, build, deploy and market full-stack apps from a prompt.

619K visits/mo15K saves

Gologin Cloud Browser

✓ verifiedPaid

Serverless cloud browser API with persistent sessions, built-in stealth and proxies, for AI agents, automation and scraping.

655K visits/mo

Pricing

No public pricing

Free: $0 (1k units/mo, 2 browsers)

Prototyping: $25/mo (20k units)

Starter: $140/mo (180k units)

Scale: $350/mo (500k units)

Free: 0$

Basic: 25$

Advanced: 40$

Premium: 200$

Free: $0/mo (15 credits/day)

Pro: from $20/mo (100 credits)

Max: from $100/mo (500 credits)

Professional: $24/mo billed annually (100 profiles)

Business: $49/mo billed annually (300 profiles)

Enterprise: $99/mo billed annually (1000 profiles)

Custom: $149/mo billed annually (2000+ profiles)

Free trial available

Core features

✦CRUD admin panel from a database URL
✦Vue3 components and Tailwind theming with dark mode
✦Auth plugins: OAuth2/SSO, TOTP/WebAuthn 2FA
✦Audit log, S3 upload and CSV import/export plugins
✦AI plugins for autocomplete, translation and bulk data
✦Custom pages, dashboards and background jobs

✦Managed headless browsers (browser-as-a-service)
✦Drop-in Puppeteer/Playwright support
✦Anti-bot bypass and CAPTCHA solving
✦Screenshot, PDF and download APIs
✦MCP server for AI agents
✦Self-hosted and cloud deployment
✦Live debugger and observability

✦CodeFlying enables full-stack app creation via chat in minutes

✦Multi-agent AI team (PM, engineer, analyst, etc.)
✦Chat-to-build full-stack apps
✦Built-in backend: auth, database, Stripe
✦SEO and ads agents
✦Race Mode across multiple models
✦Code export and GitHub sync

✦Serverless cloud Chromium browsers
✦Persistent logged-in sessions
✦Built-in stealth / anti-detect fingerprinting
✦Residential & datacenter proxies in 150+ countries
✦Playwright/Puppeteer WebSocket connection
✦Headful mode for live inspection

Use cases

→Developers building internal back-office tools
→Adding an admin panel to an existing database
→Creating AI/agent-assisted back-office workflows
→Self-hosting a customizable admin UI

→Run web scraping without infrastructure headaches
→Automate browser workflows and tests
→Give AI agents a reliable browser
→Generate screenshots and PDFs via API

→Build SaaS and e-commerce apps
→Launch MVPs in minutes
→Add payments and user login
→Drive SEO and ad growth
→Export code and self-host

→Running AI browser agents
→Web scraping at scale
→Automating logged-in workflows
→Debugging automation in live sessions

Visit

Visit adminforth.dev →

Visit browserless.io →

Visit codeflying.app →

Visit atoms.dev →

Visit gologin.com →