vioscaleAI
Comparison

Amazon Bedrock Knowledge Bases vs Contextual AI

On the evidence we track, Amazon Bedrock Knowledge Bases leads this comparison with a composite score of 58/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Amazon Bedrock Knowledge Bases full profile →Contextual AI full profile →
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★Amazon Bedrock Knowledge Bases58
Contextual AI53
Score
vioscaleAI score
Amazon Bedrock Knowledge Bases58 / 100medium · 74%
Contextual AI53 / 100medium · 61%
Pricing
Free tier
Amazon Bedrock Knowledge Bases✓
Contextual AI✗
Model
Amazon Bedrock Knowledge Basescommercial
Contextual AIcommercial
Price level
Amazon Bedrock Knowledge Basesfree
Contextual AIunknown
Starting price
Amazon Bedrock Knowledge Bases$0
Contextual AI–
Transparent
Amazon Bedrock Knowledge Bases✓
Contextual AI✓
Integrations
Count
Amazon Bedrock Knowledge Bases7
Contextual AI1
Security
Certifications
Amazon Bedrock Knowledge BasesPCI-DSS, HIPAA/HITECH, FedRAMP, GDPR, FIPS 140-3, NIST 800-171
Contextual AI–
Disclosure policy
Amazon Bedrock Knowledge Bases✓
Contextual AI✓
Fedramp
Amazon Bedrock Knowledge Bases✓
Contextual AI–
Gdpr
Amazon Bedrock Knowledge Bases✓
Contextual AI✓
Hipaa
Amazon Bedrock Knowledge Bases✓
Contextual AI✓
Pci
Amazon Bedrock Knowledge Bases✓
Contextual AI–
Soc2
Amazon Bedrock Knowledge Bases–
Contextual AI✓
Trust center
Amazon Bedrock Knowledge Baseshttps://aws.amazon.com/security/
Contextual AI–
Reliability
Status page
Amazon Bedrock Knowledge Bases✓
Contextual AI–
Market
Availability
Content
Faq
Amazon Bedrock Knowledge Bases7 items
Contextual AI6 items

Capabilities

Feature-by-feature on the axes that matter for rag tools. “-” means undocumented, not absent.

Capabilities
Hybrid retrieval
Amazon Bedrock Knowledge Bases-
Contextual AI-
Reranking integration
Amazon Bedrock Knowledge Bases✓
Contextual AI✓
Multi hop agentic retrieval
Amazon Bedrock Knowledge Bases✓
Contextual AI✓
Embedding provider agnostic
Amazon Bedrock Knowledge Bases-
Contextual AI✗
LLM provider agnostic
Amazon Bedrock Knowledge Bases✓
Contextual AI✗
Built in rag eval metrics
Amazon Bedrock Knowledge Bases✓
Contextual AI✓
Citation attribution
Amazon Bedrock Knowledge Bases-
Contextual AI✓
Multimodal rag
Amazon Bedrock Knowledge Bases✓
Contextual AI✓
Managed ingestion pipeline
Amazon Bedrock Knowledge Bases✓
Contextual AI✓
Open source
Amazon Bedrock Knowledge Bases✗
Contextual AI✗

What each one is

The product in its own terms, so the numbers below have context.

Amazon Bedrock Knowledge Bases

Leader

Amazon Bedrock Knowledge Bases automates linking AI models to your organization's data, from extracting and indexing documents to executing intelligent searches that provide models with current, relevant context.

Independently observed

Contextual AI

A unified platform that enables enterprises to rapidly build and deploy specialized AI agents capable of reasoning across complex enterprise data, technical documentation, and institutional knowledge to automate high-value tasks at scale with grounded, accurate responses.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Amazon Bedrock Knowledge Bases

Leader
from $0/moUsage-based

Usage-based pricing: free multimodal parsing, $1.00 per 1,000 Agentic Retrieve API calls, $0.010 per processed page

  • Standard TierFree parsing, $1.00 per 1,000 Agentic API calls, $0.010 per page processed
    • Multimodal document parsing
    • Embeddings generation
    • Standard retrieval API
    • Agentic multi-step retrieval
    • Native connectors to S3, SharePoint, Confluence, OneDrive, Google Drive
    • +2 more
as of verify ↗

Contextual AI

Hybrid

On-demand usage-based pricing from $25 free credits, or Enterprise with custom pricing. Component APIs available separately.

  • On-demandPay-as-you-go with $25 free credits
    • Unlimited users
    • Document access entitlements
    • Usage analytics
    • Pipeline observability
    • Simple text document ingestion
    • +5 more
  • EnterpriseContact sales
    • Unlimited users
    • User roles and admin permissions
    • Document access entitlements
    • SOC2 Type II compliance
    • HIPAA compliance
    • +15 more
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
Amazon Bedrock Knowledge Bases✓
Contextual AI✓
CLI
Amazon Bedrock Knowledge Bases✗
Contextual AI✓
Deployment
Cloud / SaaS
Amazon Bedrock Knowledge Bases✓
Contextual AI✓
Hybrid
Amazon Bedrock Knowledge Bases✗
Contextual AI✓

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

Amazon Bedrock Knowledge Bases

Leader
13 total
  • Amazon S3
  • SharePoint
  • Confluence
  • Google Drive
  • OneDrive
  • Web crawlers
  • Amazon Bedrock AgentCore
  • Asana
  • LangChain
  • Strands
  • S3
  • Bedrock Data Automation
  • Web Crawler
Independently observed

Contextual AI

1 total
  • Google Cloud
Independently observed
Still deciding?

Amazon Bedrock Knowledge Bases or Contextual AI: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.