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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.

PromptLayer logo
PromptLayer
✓ verifiedFree

Prompt engineering, management, and LLM observability platform.

212K visits/mo
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
Tavily logo
Tavily
✓ verifiedFreemium

Real-time web search and content-extraction API that grounds AI agents with fresh, structured data for research and RAG.

1.3M visits/mo8.9K saves
BulkGPT.ai logo
BulkGPT.ai
✓ verifiedFreemium

No-code platform to run AI, web-scraping and search workflows across thousands of spreadsheet rows in parallel for SEO and outreach.

794 visits/mo3.2K saves
Dumpling AI logo
Dumpling AI
✓ verifiedFreemium

Unified API that gives AI agents web scraping, search, document extraction, and social/enrichment data through one billed endpoint.

28K visits/mo
Pricing

No public pricing

No public pricing

Pay As You Go: $0.008/credit
Free: $0 (200 tokens)
Essential: $15/mo (1,000 tokens)
Premium: $85/mo (10,000 tokens)
Starter: $40/mo (billed annually, 1.2M credits/yr)
Pro: $124/mo (4.2M credits/yr)
Business: $249/mo (9.6M credits/yr)
Core features
  • 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
  • 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
  • Real-time web search API
  • Page content extraction and crawling
  • LLM-optimized structured/chunked output
  • Built-in PII and prompt-injection filtering
  • High-throughput, low-latency infrastructure
  • Drop-in integrations with major LLM providers
  • No-code AI workflow builder
  • Batch processing of thousands of rows
  • Web scraping and search enrichment
  • Multiple LLM model support
  • CSV/JSON/Sheets import
  • Export to CSV, JSON, HTML, Markdown
  • Free SEO utilities
  • Unified API for search, scrape, and extraction
  • Smart routing across multiple data providers
  • Document and PDF structured extraction
  • Social and media data (YouTube, TikTok, LinkedIn, reviews)
  • People and company enrichment
  • MCP and CLI surfaces for AI tools
Use cases
  • 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
  • Parse complex documents for AI apps
  • Build RAG and agent workflows
  • Automate invoice and claims processing
  • Search across technical documents
  • Grounding AI agents with live web data to reduce hallucination
  • Building research or retrieval-augmented generation (RAG) applications
  • Powering AI-driven search assistants
  • Enterprise-scale agents needing reliable web access
  • Generating SEO content and metadata at scale
  • Lead enrichment and outbound personalization
  • Bulk web scraping and data extraction
  • Batch summarization and research
  • Feeding AI agents reliable external web data
  • Replacing several scraping and search subscriptions
  • Extracting structured data from PDFs and documents
  • Enriching leads with company and email data
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