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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.

HumanLayer logo
HumanLayer
✓ verifiedFreemium

AI coding platform and IDE that orchestrates multiple agent sessions and lets teams plug in their own AI subscriptions.

197K visits/mo
Augment Code logo
Augment Code
✓ verifiedPaid

Agentic coding platform (Cosmos) that runs software-dev agents at org scale, using a codebase context engine to cut token cost.

544K visits/mo
Gumloop logo
Gumloop
✓ verifiedFreemium

No-code platform for building and running AI agents that automate work across data, sales and support tasks.

701K visits/mo
Macaron AI logo
Macaron AI
✓ verifiedFreemium

Personal AI agent that builds custom mini-apps and tools on request and remembers your preferences to help with daily life.

184K visits/mo
Makeform logo
Makeform
✓ verifiedFreemium

Chat-based AI form builder that generates forms with logic and design; free unlimited forms suit creators and small teams.

202K visits/mo
Pricing

No public pricing

Business: $100/mo flat (up to 50 seats, $100 usage included)

Free trial available

Pro: $37/month (20k+ credits/month, unlimited seats)

No public pricing

Free: $0/mo
Pro: $19/mo (billed $228/year)
Business: $59/mo (billed $708/year)
Core features
  • AI coding IDE with agent orchestration
  • Run and manage multiple agent sessions
  • Task, artifact and collaboration tools
  • Bring-your-own AI subscription or API keys
  • Cloud-scale agent execution
  • Context Engine for codebase understanding
  • Agents across the full SDLC
  • Model routing / bring-your-own-keys
  • Automated code review and test coverage
  • CLI, MCP and native tool integrations
  • Enterprise security (SOC 2, ISO 42001, SSO)
  • Visual canvas to orchestrate multi-agent workflows
  • Prebuilt specialized agents (data, support, CRM, sales)
  • Access to many AI models with no vendor lock-in
  • Slack, Teams and email agent interaction
  • Recurring/scheduled tasks and triggers
  • Enterprise security: RBAC, VPC, audit logs, spend controls
  • Personal AI agent for daily life
  • Deep Memory that remembers user preferences
  • Builds custom tools and mini-apps on request
  • Personality test for personalization
  • Mobile app
  • Content and template library
  • AI form generation from a chat prompt
  • 30+ field types including payments, signatures, and file uploads
  • Conditional logic, branching, calculations, and answer piping
  • Design customization with themes, custom CSS, and custom domains
  • Embed, popup, and shareable link distribution
  • Integrations with Notion, Google Sheets, Slack, Zapier, Make, and webhooks
  • Response analytics and AI analysis
Use cases
  • Shipping code faster with AI agents
  • Coordinating agent work across a team
  • Managing tasks and artifacts in one place
  • Running many parallel agent sessions
  • Automating PR code review
  • Raising test coverage
  • Incident investigation and remediation
  • Large-scale migrations and onboarding
  • Automate data analysis and reporting
  • Triage support tickets and spot patterns
  • Keep a CRM updated and research prospects
  • Deploy AI agents across a team's tools
  • Getting personalized help with daily tasks
  • Generating small custom tools on demand
  • Building an AI that remembers your context
  • Creative writing and story generation
  • Lead generation and contact forms
  • Customer feedback and satisfaction surveys
  • User registration forms
  • Job applications and HR surveys
  • Event RSVPs and signups
  • Quizzes and polls
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