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Head-to-head · Retrieval-Augmented Generation Tools

Progress Agentic RAG vs Vectara

  • Updated Oct 2026
  • Both researched from official sources
  • 6 checks side by side
Higher score Progress Agentic RAG #5 in Retrieval-Augmented Generation Tools 8.6/10 14-day trial Free trial✓ 3 of 4 features Visit Progress
Vectara #7 in Retrieval-Augmented Generation Tools 8.4/10 Pricing on request · 30-day trial Free trial✓ 4 of 4 features Visit Vectara

Progress Agentic RAG leads on 1 check, Vectara on 0, and 5 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 scoreProgress Agentic RAG · 8.6/10
  • Free trialboth
  • Most featuresVectara · 4 of 4

Progress Agentic RAG scores higher on our rubric for retrieval-augmented generation tools: 8.6 against 8.4 out of 10; our editors rank them #5 and #7.

Progress Agentic RAG leads on maximum file size: 750 MB versus 10 MB.

Progress Agentic RAG is the better fit for large organizations needing RAG evaluation. Vectara is the better fit for enterprise governed retrieval deployments.

  • Progress Agentic RAG fits best

    Large organizations needing RAG evaluation

  • Vectara fits best

    Enterprise governed retrieval deployments

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 Progress Agentic RAG 8.6/10 Visit ↗ Vectara 8.4/10 Visit ↗
At a glance
Editor score 8.6 8.4
Ranking #5 in Retrieval-Augmented Generation Tools #7 in Retrieval-Augmented Generation Tools
Best for Large organizations needing RAG evaluation Enterprise governed retrieval deployments
Pricing model Paid Paid
Starting price $700/mo —
Free plan — —
Free trial 14 days 30 days
Free trial length 14 days 30 days
Deployment Cloud, Self-hosted Cloud, Self-hosted
Platforms Web Web
Support Community, Tickets, Docs Email, Tickets, Docs
Compliance SOC 2, ISO 27001, GDPR SOC 2, HIPAA
Built for Small business, Mid-market, Enterprise Mid-market, Enterprise
Features Progress Agentic RAG 3/4 · Vectara 4/4
Source citations ✓ ✓
Hybrid search ✓ ✓
Result reranking Not checked yet ✓ (best)
RAG workflow builder ✓ ✓
Specs
Source connectors Not checked yet Not checked yet
Deployment Both Both
Maximum file size 750 MB (best) 10 MB
Our review
Pros
  • 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
  • Hybrid search, reranking, citations, and query rewriting
  • SaaS, VPC, and on-premises deployment options
  • Declarative agent workflows with conditional routing
Cons
  • 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
  • Pricing requires contacting sales
  • No free plan for ongoing use
  • Enterprise deployment scope may exceed smaller project needs
Our verdict

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 →

Vectara is an enterprise platform for building retrieval-augmented generation applications and AI agents over proprietary data. It combines document ingestion, extraction, chunking, indexing, semantic search, hybrid keyword and neural…

Read the review →
  1. Progress Agentic RAGRetrieval-Augmented Generation Tools 8.614-day trial
  2. VectaraRetrieval-Augmented Generation Tools 8.4Pricing on request · 30-day trial

Strengths and trade-offs

  • 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

  • Vectara — where it wins

    • Hybrid search, reranking, citations, and query rewriting
    • SaaS, VPC, and on-premises deployment options
    • Declarative agent workflows with conditional routing

    Where it doesn't

    • Pricing requires contacting sales
    • No free plan for ongoing use
    • Enterprise deployment scope may exceed smaller project needs
  • 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 →
  • Vectara8.4/10 · Pricing on request · 30-day trial

    A governed retrieval platform for teams that need grounded answers and deployment control.

    Visit VectaraFull 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