# Dialogflow: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/dialogflow

## 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% | 89 | 33% | 3 |

## What the models said for it

- "Google-centric, strong NLU, voice & chat" (GLM 4.7 FlashX, Support chatbots)

## And against it

- "I wouldn’t recommend using Dialogflow as a standalone chatbot platform" (Muse Glimmer 30B, 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 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| 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 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 1 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Dialogflow, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- chatimize.com: 2
- sobot.io: 2
- ai-agent.review: 1
- appadvisor.in: 1
- bestdevops.com: 1
- beyondtrust.com: 1
- bizz.ai: 1
- botpenguin.com: 1
- botpress.com: 1
- capterra.ae: 1

### Pages cited

- https://chatimize.com/chatbot-platform-comparison: 2
- https://ai-agent.review/compare/freddy-ai-vs-yellow-ai: 1
- https://appadvisor.in/software/freshchat: 1
- https://bestdevops.com/top-10-customer-support-chatbots-features-pros-cons-comparison: 1
- https://beyondtrust.com/blog/entry/security-questions-companies-must-address-around-their-website-chatbots-and-conversation-marketing-practices: 1
- https://bizz.ai/blog/intercom-fin-vs-zendesk-ai-vs-ada-vs-forethought-vs-agentforce: 1
- https://botpenguin.com/blogs/top-tidio-alternatives-for-effective-chat-automation: 1
- https://botpress.com/blog/9-best-ai-chatbot-platforms: 1

## 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.