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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.

AnythingLLM logo
AnythingLLM
✓ verifiedFree

Free all-in-one desktop AI app to chat with your documents and run RAG and AI agents fully local and private.

682K visits/mo
Chatwith logo
Chatwith
✓ verifiedFreemium

White-label custom-GPT chatbot builder for agencies reselling AI support bots trained on client sites, files and 5,000+ apps.

20K visits/mo8.2K saves
Chatnode logo
Chatnode
✓ verifiedFreemium

Platform to build AI customer-service agents trained on your data that answer 24/7, take real actions and hand off to humans.

10K visits/mo44K saves
LightOn logo
LightOn
✓ verifiedFreemium

Production RAG API for developers: parse, extract and search documents with SOTA OCR and cited retrieval, cloud or on-prem.

29K visits/mo
LearnHouse logo
LearnHouse
✓ verifiedFreemium

Open-source, self-hostable LMS for building, branding and selling online courses with communities, AI and payments.

6.5K visits/mo
Pricing

No public pricing

Hobby: $19/mo
Free: $0/mo (35 credits/mo, 1 chatbot)
Lite: $35/mo (1,250 credits/mo, 1 agent)
Standard: $89/mo (12,500 credits/mo, 3 agents)
Scale: $377/mo (50,000 credits/mo, 8 agents)

Free trial available

Starter: Free + usage (parsing €0.002/page)
Business: €149/mo + usage (100 GB storage, unlimited users)

Free trial available

Free: $0
Paid: from $49/mo
Core features
  • Chat with your documents (RAG)
  • Runs locally and offline for privacy
  • Supports any LLM (local or cloud)
  • Built-in AI agents
  • Handles PDFs, Word, CSV, codebases
  • No-code setup
  • Train bots on websites, documents and YouTube
  • 5,000+ integrations plus API-driven actions
  • One-line widget embed and messaging-app channels
  • Full white-label and multi-client management
  • Switchable models (GPT, Claude, Gemini, Mistral)
  • 95+ languages with analytics and lead capture
  • AI agents trained on website/docs with auto-retrain
  • AI Actions (Stripe billing, Calendly booking, API calls)
  • Multi-channel embed (site, Slack, Notion and more)
  • Human handoff with context
  • Analytics on deflection and satisfaction
  • Multiple LLMs selectable per task
  • Parse endpoint with SOTA OCR (LightOnOCR-2)
  • Extract endpoint for schema-based JSON
  • Search endpoint with hybrid retrieval and citations
  • MCP-native and LLM-agnostic
  • Workspaces and chunk-level access control
  • On-prem, VPC or air-gapped deployment
  • Block-based editor for rich course pages
  • Multi-module course building and selling
  • Communities, boards and interactive playgrounds
  • Built-in payments, analytics and AI tools
  • White-label branding and custom domains
  • Self-hostable, open-source AGPLv3 codebase
Use cases
  • Privately querying your own documents
  • Running local AI without the cloud
  • Building AI agents over your data
  • Using multiple LLM providers in one app
  • Automating repetitive customer support
  • Agencies reselling branded chatbots
  • E-commerce and lead-generation assistants
  • Multilingual website help desks
  • Automate customer support
  • Book meetings and complete tasks in chat
  • Capture and qualify leads
  • Keep answers current via auto-retrain
  • Build production RAG without a long in-house pipeline
  • OCR and structure scanned documents
  • Grounded document search with citations for agents
  • Deploy secure enterprise document intelligence
  • Launching and selling online courses
  • Running a branded course marketplace
  • Self-hosting a private learning platform
  • Building learner communities alongside content
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