# Bandwidth: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 38 judge labels across 1 category by 14 of 14 models. Page: https://www.gane.ai/index/it/vendors/bandwidth

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Communications APIs](https://www.gane.ai/index/it/developer/communications-apis/index.md) | 2% | 5 | 5% | 38 |

## What the models said for it

- "If I had to pick one for a typical mid-sized B2B company, I'd lean Bandwidth for voice + SMS" (GPT-5.4 mini, CPaaS)
- "strong if you care a lot about US communications quality, support, and simpler SMS/MMS/RCS/voice APIs" (GPT-5.4 mini, CPaaS)
- "If you are US-centric and voice-heavy with a focus on cost: Evaluate Telnyx or Bandwidth." (Muse Glimmer 30B, CPaaS)
- "Direct-network voice and messaging, emergency calling, and enterprise telecom capabilities" (Perplexity Sonar, CPaaS)

## And against it

- "Minimum monthly commitments ($2.5K+) make it unsuitable for very limited budgets." (Grok 4.20, CPaaS)
- "Limited international reach: Better suited for US-focused applications" (MiniMax M2.5, CPaaS)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 1 | 4 | 0 | 0 | 5 |
| Gemini 3.5 Flash | 0 | 3 | 0 | 0 | 3 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 0 | 4 | 1 | 1 | 6 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 1 | 0 | 2 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 3 | 0 | 0 | 3 |
| MiniMax M2.5 | 0 | 4 | 0 | 1 | 5 |
| GPT-6 Luna | 0 | 1 | 1 | 0 | 2 |
| Muse Glimmer 30B | 0 | 2 | 2 | 0 | 4 |

## Sources returned with these answers

The sites and pages cited by the answers that named Bandwidth, from 90 of the 99 answers that named it (only the models that return a source list).

### Domains cited

- twilio.com: 45
- apis.io: 31
- g2.com: 28
- bandwidth.com: 23 (its own site)
- vibereference.com: 20
- gane.ai/index: 19
- getvoip.com: 19
- github.com: 18
- sourceforge.net: 16
- videosdk.live: 16

### Pages cited

- https://apis.io/areas/communications: 25
- https://vibereference.com/backend-and-data/sms-voice-apis: 20
- https://videosdk.live/blog/communication-api-platforms: 15
- https://getvoip.com/cpaas: 13
- https://fitsmallbusiness.com/best-cpaas-providers: 12
- https://twilio.com/en-us/pricing: 12
- https://apibenchmarks.com/sms: 10
- https://revenuebase.ai/companies/browse/communications-api-platforms: 10

## In its own words

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

- Positioning: Bandwidth is an enterprise communications platform with voice, messaging, and emergency APIs for your communications stack. (https://bandwidth.com/)
- For: Enterprise communications (https://bandwidth.com/)
- Price stated: Volume based pricing (https://bandwidth.com/)
- Free plan or trial: Request trial (https://bandwidth.com/)
- Certifications: ISO 42001, ISO 27001
- Customers named: Wyndham, Google, Pennymac, Attentive

## What it publishes

Every page bandwidth.com exposes, read 2026-10-05: 530 addresses. By kind, pages and the last 90 days:

- conference or event: 9 pages, 0 in the last 90 days, latest undated
- report or ebook: 24 pages, 0 in the last 90 days, latest undated
- template or tool: 186 pages, 0 in the last 90 days, latest undated

## 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.