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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.
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Paperclip - ing
✓ verifiedFree
Open-source, self-hosted app to manage teams of AI agents like a company - org chart, goals, budgets and per-agent approvals.
942K visits/mo
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Dify.ai
✓ verifiedFreemium
Open-source platform to build, deploy and monitor agentic AI workflows and RAG apps, with cloud, self-host and enterprise options.
1.1M visits/mo
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123RF
✓ verifiedPaid
Royalty-free stock photo, video, and audio library paired with an AI suite for generating, upscaling, and editing images.
5.9M visits/mo
Pricing
No public pricing
Sandbox: Free (200 message credits)
Professional: $590/workspace/year
Team: $1,590/workspace/year
No public pricing
Free trial available
Core features
- ✦Manage teams of AI agents
- ✦Bring-your-own-agent (any runtime/provider)
- ✦Org chart with roles and reporting lines
- ✦Goal alignment for tasks
- ✦Per-agent budget and cost controls
- ✦Ticket system with full audit trail
- ✦Visual workflow studio for agents
- ✦RAG knowledge pipelines
- ✦Agent runtime with tools and memory
- ✦Marketplace of models and plugins
- ✦Publish as app, API or MCP tool
- ✦Logging, analytics and monitoring
- ✦293M+ royalty-free stock assets
- ✦Photos, vectors, video, audio, and fonts
- ✦AI image generator and upscaler
- ✦Generative fill and background tools
- ✦Search by image
- ✦Commercially safe licensing
Use cases
- →Orchestrating agents across business functions
- →Running dev, marketing and research agents
- →Building autonomous-business workflows
- →Governing and budgeting agent work
- →Building AI agents and chatbots
- →Creating RAG-based knowledge apps
- →Deploying LLM apps at enterprise scale
- →Licensing stock media for marketing and design
- →Generating and editing images with AI
- →Sourcing commercially safe visuals in one place
- →Upscaling or extending existing images
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