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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.

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
reap (beta) logo
reap (beta)
✓ verifiedFreemium

AI video repurposing tool that turns long recordings into clips, captions, and dubbed content in 100+ languages.

70K visits/mo21K saves
Paperguide logo
Paperguide
✓ verifiedPaid

All-in-one research platform for reading, writing and managing papers; high traffic.

286K visits/mo4.1K saves
DeepWiki logo
DeepWiki
✓ verifiedFree

Free tool that auto-generates conversational, browsable documentation for any public GitHub repo, from the makers of Devin.

1.2M 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
Pricing
Pro: $37/month (20k+ credits/month, unlimited seats)
Free: $0/month (1 hour/month clipping and captions, watermarked, 720p)
Creator: $24/month, or $9.99/month billed annually (10 hours/month clipping, 1080p exports)
Studio: $50/month, or $29/month billed annually (20 hours/month clipping, 4K exports, up to 3 users)

Free trial available

Free: $0/month
Starter: $9/month
Advanced: $16/month

No public pricing

No public pricing

Core features
  • 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
  • Prompt-first AI clip generation from long videos
  • 50+ animated caption styles with 100+ language support
  • AI dubbing into 80+ languages with voice cloning
  • Automatic speaker detection and reframing for vertical video
  • Text-based video editing by editing the transcript
  • One-click scheduling and publishing to TikTok, Reels, YouTube Shorts, LinkedIn, and more
  • REST API, CLI, and MCP access for automation
  • AI Search
  • Literature Review
  • AI Writer
  • Reference Manager
  • Chat with PDF
  • AI-generated documentation for GitHub repos
  • Conversational Q&A about a codebase
  • Browsable index of popular repositories
  • Deep code indexing via Devin
  • 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
Use cases
  • 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
  • Podcasters generating short clips for social media
  • Marketing teams localizing video content for global audiences
  • Agencies automating multi-platform video publishing
  • Developers integrating AI clipping into their own workflows via API
  • Finding relevant research papers and getting research-backed answers.
  • Analyzing papers faster with accurate data extraction.
  • Generating and polishing academic content using AI.
  • Streamlining citation and reference management.
  • Understanding an unfamiliar codebase quickly
  • Onboarding to open-source projects
  • Answering questions about repo internals
  • Getting personalized help with daily tasks
  • Generating small custom tools on demand
  • Building an AI that remembers your context
  • Creative writing and story generation
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