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

Gane Index, November 2026 Edition. Named in 6 judge labels across 2 categories by 4 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/amazon-lex

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Chatbots and conversational AI for support](https://www.gane.ai/index/gtm/customer/chatbots-and-conversational-ai-for-support/index.md) | 0% | 30 | 20% | 5 |
| [AI voice agents](https://www.gane.ai/index/gtm/customer/ai-voice-agents/index.md) | 0% | 43 | 0% | 1 |

## What the models said for it

- "start with established players like Google Dialogflow, Amazon Lex, or Twilio integrations if they fit" (Grok 4.20, AI voice agents)
- "High-custom needs? Lex or Botpress." (Grok 4.20, Support chatbots)
- "AWS-centric, speech-enabled bots" (GLM 4.7 FlashX, Support chatbots)

## And against it

- "Be cautious if you need a turnkey, nontechnical deployment; these platforms can require substantial implementation and operational ownership." (Perplexity Sonar, Support chatbots)

## 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 | 1 | 1 | 2 |
| Grok 4.20 | 0 | 2 | 0 | 0 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 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 Lex, from 14 of the 14 answers that named it (only the models that return a source list).

### Domains cited

- botpress.com: 7
- sobot.io: 7
- cmswire.com: 5
- capterra.com: 4
- chatbase.co: 3
- chatimize.com: 3
- eesel.ai: 3
- g2.com: 3
- glassix.com: 3
- lindy.ai: 3

### Pages cited

- https://botpress.com/blog/customer-service-chatbot-platforms: 6
- https://capterra.com/resources/customer-service-chatbot-platforms: 4
- https://cmswire.com/digital-experience/10-chatbot-providers-you-should-know-about: 4
- https://sobot.io/blog/best-ai-chatbots-for-customer-service-2026: 4
- https://chatbase.co/blog/customer-support-chatbot: 3
- https://chatimize.com/chatbot-platform-comparison: 3
- https://eesel.ai/blog/chatbot-for-enterprises: 3
- https://glassix.com/article/best-customer-service-chatbots: 3

## The company

Amazon; http://amazon.com; Seattle, United States; founded 1994; about 1,500,000 employees (2023); public, AMZN on Nasdaq. From Wikidata, fetched 2026-09-14.

## In its own words

What Amazon Lex's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.


## What it publishes

Every page amazon.com exposes, read 2026-09-29: 10006 addresses. By kind, pages and the last 90 days:

- blog: 132 pages, 0 in the last 90 days, latest 2024-10-22
- case study: 26 pages, 0 in the last 90 days, latest undated
- conference or event: 21 pages, 0 in the last 90 days, latest 2025-12-10
- report or ebook: 282 pages, 9 in the last 90 days, latest 2026-07-29
- comparison: 1 pages, 0 in the last 90 days, latest 2025-03-25
- template or tool: 20 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 12 pages, 0 in the last 90 days, latest undated
- podcast or video: 1 pages, 0 in the last 90 days, latest undated
- news or press: 391 pages, 0 in the last 90 days, latest 2025-09-17
- Recent: 2026-07-29 report or ebook: Media planning api suite https://advertising.amazon.com/library/guides/media-planning-api-suite
- Recent: 2026-07-29 report or ebook: Media planning api suite https://advertising.amazon.com/en-ca/library/guides/media-planning-api-suite
- Recent: 2026-07-29 report or ebook: Media planning api suite https://advertising.amazon.com/en-gb/library/guides/media-planning-api-suite
- Recent: 2026-07-22 report or ebook: Performance plus cpa best practices https://advertising.amazon.com/library/guides/performance-plus-cpa-best-practices
- Recent: 2026-07-22 report or ebook: Performance plus cpa best practices https://advertising.amazon.com/en-ca/library/guides/performance-plus-cpa-best-practices
- Recent: 2026-07-22 report or ebook: Performance plus cpa best practices https://advertising.amazon.com/en-gb/library/guides/performance-plus-cpa-best-practices

## Record

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