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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.

Base44 logo
Base44
✓ verifiedFreemium

No-code AI platform that builds full-stack apps, websites and agents from plain-language prompts with hosting built in.

18M visits/mo
Jam logo
Jam
✓ verifiedFreemium

One-click bug-reporting tool that auto-captures console, network logs and repro steps for developers.

730K visits/mo2.9K saves
Equixly logo
Equixly
✓ verifiedPaid

Agentic-AI platform for continuous, automated API and application penetration testing, aimed at security and dev teams.

22K visits/mo894 saves
Pipedream logo
Pipedream
✓ verifiedFreemium

Low-code integration platform for connecting thousands of APIs into workflows and AI agents, including an MCP tool server.

498K visits/mo
Firebase Studio logo
Firebase Studio
✓ verifiedFree

Browser-based AI dev workspace by Google for full-stack apps; being sunset on 22 Mar 2027, no new workspaces.

531K visits/mo
Pricing
Free: $0
Starter: $16/mo
Builder: $40/mo
Pro: $80/mo
Elite: $160/mo
Free: $0 (30 Jams/mo, 5 recording links)
Team: $14/creator per month billed yearly (unlimited Jams)

Free trial available

Penetration Test: EUR 4,999 per test (results in 2 days)

No public pricing

No public pricing

Core features
  • Prompt-to-app full-stack generation
  • Built-in backend, database and auth
  • One-click integrations (Slack, Notion, HubSpot, etc.)
  • Instant hosting and custom domains
  • Superagents for automated workflows
  • GitHub sync and code export
  • One-click bug capture via browser extension
  • Automatic repro steps
  • Console, network and device logs
  • Instant replay of recent activity
  • Backend tracing and an AI debugger
  • Integrations with Jira, Linear, GitHub and Slack
  • Agentic AI penetration testing
  • Continuous API and attack-surface discovery
  • Business-logic and multi-step attack chaining
  • CI/CD (DevSecOps) integration
  • Exploitability validation and remediation guidance
  • Compliance mapping (OWASP, PCI-DSS, PSD2, ISO 27001)
  • Visual and code-based workflow builder
  • Prebuilt AI agent builder and deployment
  • Managed authentication across thousands of apps
  • MCP server exposing integrations as agent tools
  • Scheduled and event-triggered workflows
  • Connect SDK for embedding integrations into other products
  • Cloud workspaces for full-stack development
  • App Prototyping agent from natural language
  • Gemini AI for coding, debugging and docs
  • Repo import from GitHub, GitLab and Bitbucket
  • Web previews and Android emulators
  • Deploy to Firebase App Hosting, Hosting or Cloud Run
Use cases
  • Building internal tools and dashboards
  • Launching websites and landing pages
  • Creating customer portals and CRMs
  • Deploying AI agents that automate tasks
  • Filing detailed bug reports
  • Reproducing issues faster in QA
  • Sharing debug context with engineers
  • Triaging support bug reports
  • Continuously pentest APIs and apps
  • Replace periodic manual pentests
  • Embed security testing in CI/CD
  • Demonstrate compliance in regulated industries
  • Building AI agents that call external APIs and tools
  • Automating cross-app workflows such as Slack, Gmail, or Sheets notifications
  • Embedding third-party integrations into a SaaS product
  • Prototyping event-driven automations without heavy infrastructure
  • Prototyping apps from a prompt or mockup
  • Building full-stack apps in the browser
  • Collaborating and sharing preview URLs
  • Deploying and monitoring apps quickly
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