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Head-to-head · Tool Calling

Kong AI Gateway vs Amazon Bedrock Data Automation

  • Updated Oct 2026
  • Both researched from official sources
  • 1 check side by side
Higher score Kong AI Gateway #5 in Tool Calling 8.1/10 30-day trial Free trial✓ 0 of 3 features Visit Kong
Amazon Bedrock Data Automation #6 in Tool Calling 7.9/10 Paid ✓ 0 of 3 features Visit AWS

Kong AI Gateway leads on 0 checks, Amazon Bedrock Data Automation on 0, and 1 is even. Who comes out ahead on the 1 yes/no, price and count check where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreKong AI Gateway · 8.1/10
  • Free trialonly Kong AI Gateway

Kong AI Gateway scores higher on our rubric for tool calling: 8.1 against 7.9 out of 10; our editors rank them #5 and #6.

Kong AI Gateway is the better fit for enterprises governing AI, MCP, and A2A traffic. Amazon Bedrock Data Automation is the better fit for bedrock users extracting structured media data.

  • Kong AI Gateway fits best

    Enterprises governing AI, MCP, and A2A traffic

  • Amazon Bedrock Data Automation fits best

    Bedrock users extracting structured media data

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 Kong AI Gateway 8.1/10 Visit ↗ Amazon Bedrock Data Automation 7.9/10 Visit ↗
At a glance
Editor score 8.1 7.9
Ranking #5 in Tool Calling #6 in Tool Calling
Best for Enterprises governing AI, MCP, and A2A traffic Bedrock users extracting structured media data
Pricing model Paid Paid
Starting price — $0.005/unit usage-based
Free plan — Not checked yet
Free trial 30 days —
Deployment Cloud, Self-hosted Cloud
Support Email, Tickets Docs
Integrations 14 integrations 1 integrations
Built for Small business, Mid-market, Enterprise Mid-market, Enterprise
Features Kong AI Gateway 0/3 · Amazon Bedrock Data Automation 0/3
Parallel tool calls Not checked yet Not checked yet
Structured outputs Not checked yet Not checked yet
Call observability Not checked yet Not checked yet
Specs
Protocol support Not checked yet Not checked yet
Deployment Not checked yet Not checked yet
Tool-choice control Not checked yet Not checked yet
Authentication methods Not checked yet Not checked yet
Our review
Pros
  • Routes and load-balances requests across multiple LLM providers.
  • Supports LLM, MCP, and A2A traffic with access and governance controls.
  • Tracks token use, cost, latency, and errors with spend controls.
  • Processes documents, images, video, and audio through an API.
  • Blueprints define custom outputs, with up to 30 fields in listed plans.
  • Integrates with Amazon Bedrock Knowledge Bases.
Cons
  • There is no perpetual free plan; the $0 offer lasts 30 days.
  • Fully self-hosted API gateways are listed as an Enterprise feature.
  • Support channels are email and ticket.
  • Focused on media extraction rather than tool calling.
  • Usage pricing varies by modality and output type.
  • The listed support channel is documentation.
Our verdict

Kong AI Gateway gives platform and infrastructure teams a gateway for managing traffic among applications, agents, MCP servers, and large language model providers. Its tool-calling relevance comes from support for MCP and A2A traffic…

Read the review →

Amazon Bedrock Data Automation processes documents, images, video, and audio to produce structured information. Its API-driven workflow and blueprint-defined custom outputs suit developers building document processing, media analysis, or…

Read the review →
  1. Kong AI GatewayTool Calling 8.130-day trial
  2. Amazon Bedrock Data AutomationTool Calling 7.9Paid

Strengths and trade-offs

  • Kong AI Gateway — where it wins

    • Routes and load-balances requests across multiple LLM providers.
    • Supports LLM, MCP, and A2A traffic with access and governance controls.
    • Tracks token use, cost, latency, and errors with spend controls.

    Where it doesn't

    • There is no perpetual free plan; the $0 offer lasts 30 days.
    • Fully self-hosted API gateways are listed as an Enterprise feature.
    • Support channels are email and ticket.

  • Amazon Bedrock Data Automation — where it wins

    • Processes documents, images, video, and audio through an API.
    • Blueprints define custom outputs, with up to 30 fields in listed plans.
    • Integrates with Amazon Bedrock Knowledge Bases.

    Where it doesn't

    • Focused on media extraction rather than tool calling.
    • Usage pricing varies by modality and output type.
    • The listed support channel is documentation.
  • Kong AI Gateway8.1/10 · 30-day trial

    A gateway for governing AI and tool traffic across models, with routing and spend controls.

    Visit KongFull verdict →
  • Amazon Bedrock Data Automation7.9/10 · Paid

    A multimodal extraction service for Bedrock workflows, not a tool-calling product.

    Visit AWSFull verdict →

More comparisons

All tool calling comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update