Free RAG plan; confirm paid rates
Vectorize
Managed RAG
Managed RAG platform for document ingestion, extraction, embeddings, vector-index synchronization and retrieval, with built-in or external vector database options.
AI data stack
The data layer under AI products: where embeddings live, how models are served and watched, and what feeds them.
Loading tools…
Published plans; availability unconfirmed
Ragie
Managed RAG
Documented managed RAG platform. Ragie announced joining Ticketmaster on July 27, 2026; continued independent service availability is unconfirmed.
SaaS from $100K/year
Vectara
Managed RAG
Managed retrieval-augmented generation platform with document indexing, hybrid search, reranking, cited answers and factual-consistency evaluation.
Confident AI (DeepEval)
Evals
LLM evaluation and observability platform built on open-source DeepEval: 50+ metrics for tests, CI and live production traces.
Free tier; paid from $19/month plus overage
Apify
Web ingestion
Cloud web scraping and automation platform with reusable Actors, crawl controls, datasets, scheduled runs and API/MCP access.
Free; paid from $19/month
Firecrawl
Web ingestion
Web ingestion API for turning websites into Markdown or structured data, with crawling, search, browser interaction, and a self-hostable open-source core.
Local software plus infrastructure; hosted usage-based, Team $400/month
Marker (Datalab)
Document parsing
Local document conversion to Markdown, HTML, JSON, and chunks, with Apache-licensed code and separately restricted model weights. Datalab offers a distinct Chandra-based hosted service.
Credits; hosted service retiring
Chunkr
Document parsing
Document parsing and schema extraction with layout coordinates and citations. Hosted API shuts November 15, 2026; separate open-source version remains available.
Usage-based; Growth and Enterprise by quote
Reducto
Document parsing
Document parsing and structured extraction APIs with Studio configuration, source citations, and deployment options for engineering teams.
Free; Pro Cloud from $19/month
Opik (Comet)
Observability
Open-source LLM observability and evaluation from Comet, with agent tracing, datasets, online scoring, prompt versioning, and optimization.
From $20/user/mo
Lunary
Observability
LLM observability platform linking agent traces, chatbot conversations, feedback, prompt templates, and evaluation workflows.
Free tier; Production from $49/month
Portkey
Gateway
AI gateway with provider routing, fallbacks, request logs, guardrails, and prompt management. Now branded Prisma AIRS AI Gateway.