# Vapi: how AI models rank it, October 2026

GTM AI Recommendation Index, October 2026 Edition. Named in 39 judge labels across 1 categories by 14 of 14 models. Page: https://gtm-ai-index.com/vendors/vapi/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| AI voice agents | 13% | 3 | 33% | 39 |

## What the models said for it

- "*Developer-first / Infrastructure:* Vapi, Retell AI, Vocode, or Bland.ai. (Excellent for high customization, low latency, and BYO keys)." (Gemini 3.5 Flash, AI voice agents)
- "Choose Vapi if you want the fastest path to a production phone agent or a configurable voice-agent stack across many providers." (GPT-5.4 mini, AI voice agents)
- "For pure usage cost, Vapi is the lowest hosting entry point and Retell is the most quoted all-in low price with no platform fee." (Muse Glimmer 30B, AI voice agents)
- "If you have a dedicated engineering team: Choose Vapi. It gives you the most control over cost and quality" (Qwen 3.7 Flash, AI voice agents)

## And against it

- "Vapi — Pricing Concerns - 55% price increase in December 2025" (Kimi K2, AI voice agents)
- ""API-First Only" Tools (e.g., Vapi, ElevenLabs): If you are not a developer, you should strictly avoid platforms that offer no visual builder" (Qwen 3.7 Flash, AI voice agents)
- "it should be avoided or heavily vetted for regulated data like PHI, PCI, or GDPR-protected data without a signed Business Associate Agreement" (Muse Glimmer 30B, AI voice agents)
- "A recent Trustpilot page for Vapi, for example, contains multiple reviews alleging poor latency and slow support response times." (GPT-5.4 mini, AI voice agents)

## What it publishes

Every page vapi.ai exposes, read 2026-09-29: 1429 addresses. By kind, pages and the last 90 days:

- blog: 171 pages, 11 in the last 90 days, latest 2026-09-23
- case study: 11 pages, 0 in the last 90 days, latest 2026-05-07
- webinar or virtual event: 5 pages, 2 in the last 90 days, latest 2026-09-24
- conference or event: 3 pages, 1 in the last 90 days, latest 2026-09-16
- report or ebook: 10 pages, 0 in the last 90 days, latest undated
- comparison: 34 pages, 1 in the last 90 days, latest 2026-08-25
- template or tool: 37 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 6 pages, 0 in the last 90 days, latest 2025-06-09
- podcast or video: 2 pages, 0 in the last 90 days, latest 2025-05-23
- news or press: 1 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-24 webinar or virtual event: Behind the features webinar qa https://vapi.ai/blog/behind-the-features-webinar-qa
- Recent: 2026-09-23 blog: Early experiment with jev https://vapi.ai/blog/early-experiment-with-jev
- Recent: 2026-09-16 conference or event: The Frontier Voice AI summit is back. Here's who's coming. - Vapi AI Blog https://vapi.ai/blog/the-frontier-voice-ai-summit-is-back-heres-whos-coming
- Recent: 2026-09-03 blog: GPT-Live is coming to Vapi: private beta and public waitlist - Vapi AI Blog https://vapi.ai/blog/gpt-live-private-beta
- Recent: 2026-08-31 blog: Campaigns, rebuilt: scale outbound calling with Vapi - Vapi AI Blog https://vapi.ai/blog/campaigns
- Recent: 2026-08-25 comparison: Build vs. buy: what you're really deciding with voice agents - Vapi AI Blog https://vapi.ai/blog/build-vs-buy

## Record

- Method: https://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, October 2026 Edition, gtm-ai-index.com.