Suggestions appear as you type. Use the up and down arrows to choose one and Enter to open it.

This page's audience our own tag's counts — open to see them
–Visits
–Page views
–Clicks to vendors
–Time on page
–Reading now
Clicks to vendors, by tool
  • –
Top countries
  • –
Devices
  • –

– · visits, page views and clicks counted by our own tag, which counts more than our checked analytics; every figure rounded down · how we count

Head-to-head · Retrieval-Augmented Generation Tools

RAGFlow vs Progress Agentic RAG

  • Updated Oct 2026
  • Both researched from official sources
  • 6 checks side by side
Higher score RAGFlow #4 in Retrieval-Augmented Generation Tools 8.8/10 Free plan Free plan✓ 4 of 4 features Visit RAGFlow
Progress Agentic RAG #5 in Retrieval-Augmented Generation Tools 8.6/10 14-day trial Free trial✓ 3 of 4 features Visit Progress

RAGFlow leads on 2 checks, Progress Agentic RAG on 0, and 4 are even. Who comes out ahead on the 6 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreRAGFlow · 8.8/10
  • Lowest starting priceRAGFlow · $29/mo
  • Free planonly RAGFlow
  • Free trialonly Progress Agentic RAG
  • Most featuresRAGFlow · 4 of 4

RAGFlow scores higher on our rubric for retrieval-augmented generation tools: 8.8 against 8.6 out of 10; our editors rank them #4 and #5.

RAGFlow offers free plan; Progress Agentic RAG doesn't. RAGFlow is cheaper to start at $29/mo against $700/mo.

RAGFlow is the better fit for affordable deep-document RAG. Progress Agentic RAG is the better fit for large organizations needing RAG evaluation.

  • RAGFlow fits best

    Affordable deep-document RAG

  • Progress Agentic RAG fits best

    Large organizations needing RAG evaluation

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

Side by side

Feature RAGFlow 8.8/10 Visit ↗ Progress Agentic RAG 8.6/10 Visit ↗
At a glance
Editor score 8.8 8.6
Ranking #4 in Retrieval-Augmented Generation Tools #5 in Retrieval-Augmented Generation Tools
Best for Affordable deep-document RAG Large organizations needing RAG evaluation
Pricing model Free plan + paid Paid
Starting price $29/mo (best) $700/mo
Free plan ✓ (best) —
Free trial — 14 days
Deployment Cloud, Self-hosted Cloud, Self-hosted
Platforms Web Web
Support Community, Docs Community, Tickets, Docs
Built for Solo, Small business, Mid-market, Enterprise Small business, Mid-market, Enterprise
Features RAGFlow 4/4 · Progress Agentic RAG 3/4
Source citations ✓ ✓
Hybrid search ✓ ✓
Result reranking ✓ (best) Not checked yet
RAG workflow builder ✓ ✓
Specs
Source connectors Not checked yet Not checked yet
Deployment Both Both
Maximum file size Not checked yet 750 MB
Our review
Pros
  • Hybrid search combines vector search, BM25, and custom scoring.
  • Grounded answers include traceable citations and advanced reranking.
  • Hosted, API, and Docker deployment support flexible implementation.
  • Ingests documents and multimedia across 30+ file formats
  • Combines semantic and keyword search with source citations
  • Includes RAG metrics for relevance, groundedness, and context quality
Cons
  • The Free plan does not include an API key.
  • Free storage is limited to 0.1 GB and five apps.
  • Enterprise features require a separate plan with custom terms.
  • Starts at $700 per month with no free plan
  • Starter includes one knowledge box and 10,000 tokens monthly
  • Advanced capabilities are reserved for higher-priced plans
Our verdict

RAGFlow is an open-source retrieval-augmented generation engine for developers and enterprises building AI assistants and agent applications. It is designed for teams working with complex, multi-format data and supports hosted use, HTTP…

Read the review →

Progress Agentic RAG is a retrieval-augmented generation platform for organizations building enterprise search, AI assistants, customer-support automation, document Q&A, and applications over private data. It is aimed at startups, small…

Read the review →
  1. RAGFlowRetrieval-Augmented Generation Tools 8.8Free plan
  2. Progress Agentic RAGRetrieval-Augmented Generation Tools 8.614-day trial

Strengths and trade-offs

  • RAGFlow — where it wins

    • Hybrid search combines vector search, BM25, and custom scoring.
    • Grounded answers include traceable citations and advanced reranking.
    • Hosted, API, and Docker deployment support flexible implementation.

    Where it doesn't

    • The Free plan does not include an API key.
    • Free storage is limited to 0.1 GB and five apps.
    • Enterprise features require a separate plan with custom terms.

  • Progress Agentic RAG — where it wins

    • Ingests documents and multimedia across 30+ file formats
    • Combines semantic and keyword search with source citations
    • Includes RAG metrics for relevance, groundedness, and context quality

    Where it doesn't

    • Starts at $700 per month with no free plan
    • Starter includes one knowledge box and 10,000 tokens monthly
    • Advanced capabilities are reserved for higher-priced plans
  • RAGFlow8.8/10 · Free plan

    Deep-document RAG with hybrid retrieval, citations, workflows, and self-hosting.

    Visit RAGFlowFull verdict →
  • Progress Agentic RAG8.6/10 · 14-day trial

    A feature-rich enterprise RAG platform with evaluation tools, citations, and a $700 monthly starting price.

    Visit ProgressFull verdict →

More comparisons

All Retrieval-Augmented generation tools comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update