# Amazon Bedrock: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 8 judge labels across 2 categories by 6 of 14 models. Page: https://www.gane.ai/index/it/vendors/amazon-bedrock

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [LLM gateways and observability](https://www.gane.ai/index/it/it-data/llm-gateways-and-observability/index.md) | 0% | 21 | 0% | 7 |
| [Enterprise AI assistants](https://www.gane.ai/index/it/it-data/enterprise-ai-assistants/index.md) | 0% | 49 | 0% | 1 |

## What the models said for it

- "use major cloud providers' native offerings (Azure API Management, AWS Bedrock, Cloudflare AI Gateway)" (DeepSeek V4 Flash, LLM gateways)
- "If you're already deep in AWS and want native integration, PII masking, content filtering" (DeepSeek V4 Flash, LLM gateways)
- "Look at IBM Watsonx, AWS Bedrock (with custom models)" (Grok 4.20, Enterprise AI)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 1 | 0 | 2 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Amazon Bedrock, from 20 of the 25 answers that named it (only the models that return a source list).

### Domains cited

- dev.to: 7
- getmaxim.ai: 6
- github.com: 6
- litellm.ai: 4
- microsoft.com: 4
- openrouter.ai: 4
- aws.amazon.com: 3 (its own site)
- developersdigest.tech: 3
- dl.acm.org: 3
- docs.litellm.ai: 3

### Pages cited

- https://developersdigest.tech/llm-gateways: 3
- https://hiddenlayer.com/research/blog-llm-gateway-coding-agent-security: 3
- https://microsoft.com/en-us/security/blog/2026/10/23/inside-the-litellm-1-107-0-supply-chain-compromise-credential-theft-through-python-startup-hooks: 3
- https://perplexity.ai/hub/blog/llm-gateway: 3
- https://airbyte.com/agentic-data/best-ai-gateway: 2
- https://arize.com/resources/best-llm-gateways-comparison: 2
- https://ciopages.com/buyer-guides/ai-ml-platform: 2
- https://dev.to/devstackcommunity/i-compared-5-llm-gateway-tools-for-real-world-production-use-4n5p: 2

## In its own words

What Amazon Bedrock's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Customers named: Bird Buddy, Trellis, Hisense Mexico, EPA, Cuisinart, OMRON, Remazing

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.