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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.

LlamaIndex logo
LlamaIndex
✓ verifiedFreemium

Developer framework and LlamaParse service for parsing documents and building AI agents and RAG workflows over them.

455K visits/mo1.9K saves
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
PromptLayer logo
PromptLayer
✓ verifiedFree

Prompt engineering, management, and LLM observability platform.

212K visits/mo
933K visits/mo
Relevance AI logo
Relevance AI
✓ verifiedPaid

Enterprise platform for building and deploying customized AI agent teams across sales, support, marketing, and HR workflows.

325K visits/mo
Pricing

No public pricing

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

No public pricing

Essential: $24.99 / mo
Premium: $39.99 / mo
Ultimate: $59.99 / mo

No public pricing

Core features
  • LlamaParse document parsing and extraction
  • Open-source framework for AI agents and workflows
  • Document indexing for retrieval/RAG
  • Prebuilt solutions by industry and use case
  • Free starter credits for LlamaParse
  • 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 management
  • Prompt evaluations
  • LLM observability
  • Team collaboration
  • Version control for prompts
  • A/B testing of prompts
  • Prompt Registry
  • Historical backtests
  • Regression tests
  • Usage monitoring
  • AI-powered trading indicators
  • Screeners for identifying high-probability setups
  • Backtesters for strategy optimization
  • AI Backtesting Assistant for automated strategy building
  • Community support and educational resources
  • Custom AI agent builder for specific tasks
  • Support for multiple LLMs (GPT, Gemini, Claude, etc.)
  • Agent evaluation and performance tracking
  • 2,000+ integrations
  • Embedded deployment and training program
  • SSO, role-based access, and audit logs for enterprise governance
Use cases
  • Parse complex documents for AI apps
  • Build RAG and agent workflows
  • Automate invoice and claims processing
  • Search across technical documents
  • 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
  • Scaling customer support automation with LLMs
  • Empowering non-technical teams with prompt engineering
  • Building personalized AI interactions
  • Debugging LLM agents
  • Improving content creation processes
  • Managing and monitoring prompts with a team
  • Automating complicated price action analysis
  • Generating trading signals and detecting reversals
  • Scanning assets for specific trading criteria
  • Backtesting and optimizing trading strategies
  • Building trading strategies with AI assistance
  • Automating sales prospecting, CRM enrichment, and meeting prep
  • Automating post-call follow-ups and pipeline forecasting
  • Building customer support and HR task agents
  • Scaling an internal AI workforce across departments
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