# Tangoe TEM: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 5 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/finance/vendors/tangoe-tem

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Telecom expense management](https://www.gane.ai/index/finance/spend/telecom-expense-management/index.md) | 0% | 77 | 40% | 5 |

## What the models said for it

- "Market leader by share and longest track record. End-to-end lifecycle for wireline, wireless, UCaaS and cloud." (Muse Glimmer 30B, Telecom expense mgmt)
- "Tangoe TEM (4.7/5 rating) - Best for: Companies with complex multi-carrier environments" (GLM 4.7 FlashX, Telecom expense mgmt)

## And against it

- "Overall rating is low for the category... Because of the recurring themes of slow invoice upload, reporting limitations and support decline" (Muse Glimmer 30B, Telecom expense mgmt)
- "Tangoe TEM is the platform that consistently receives the most negative feedback." (GLM 4.7 FlashX, Telecom expense mgmt)

## 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 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| 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 | 1 | 0 | 1 | 2 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 1 | 0 | 0 | 1 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Tangoe TEM, from 9 of the 9 answers that named it (only the models that return a source list).

### Domains cited

- softwareadvice.com: 9
- capterra.com: 8
- getapp.com: 6
- capterra.ca: 4
- capterra.in: 4
- g2.com: 4
- gartner.com: 4
- softwareadvice.com.au: 4
- tellennium.com: 4
- capterra.ae: 3

### Pages cited

- https://softwareadvice.com/telecom-expense-management: 7
- https://getapp.com/it-communications-software/telecom-expense-management: 6
- https://capterra.com/telecom-expense-management-software: 5
- https://capterra.com/p/28091/Tangoe-TEM: 4
- https://capterra.com/p/28091/Tangoe-TEM/reviews: 4
- https://capterra.com/resources/best-telecom-expense-management-software-review-analysis: 4
- https://softwareadvice.com.au/directory/4541/telecom-expense-management/software: 4
- https://capterra.ae/directory/30112/telecom-expense-management/software: 3

## What it publishes

Every page tangoe.com exposes, read 2026-10-05: 2535 addresses. By kind, pages and the last 90 days:

- blog: 464 pages, 9 in the last 90 days, latest 2026-09-29
- case study: 82 pages, 0 in the last 90 days, latest 2024-10-04
- webinar or virtual event: 7 pages, 1 in the last 90 days, latest 2026-08-11
- conference or event: 1 pages, 0 in the last 90 days, latest undated
- report or ebook: 46 pages, 0 in the last 90 days, latest 2026-04-17
- comparison: 9 pages, 0 in the last 90 days, latest 2025-10-10
- template or tool: 2 pages, 0 in the last 90 days, latest 2024-03-04
- glossary or explainer: 175 pages, 0 in the last 90 days, latest 2024-01-23
- podcast or video: 58 pages, 2 in the last 90 days, latest 2026-08-27
- news or press: 67 pages, 1 in the last 90 days, latest 2026-07-30
- Recent: 2026-09-29 blog: Ai automation or something else choosing the right tool for the job https://www.tangoe.com/blog/ai-automation-or-something-else-choosing-the-right-tool-for-the-job
- Recent: 2026-09-10 blog: How to protect mobile devices like the critical infrastructure they are https://www.tangoe.com/blog/how-to-protect-mobile-devices-like-the-critical-infrastructure-they-are
- Recent: 2026-08-27 podcast or video: Tangoe one managed mobility services https://www.tangoe.com/video/tangoe-one-managed-mobility-services
- Recent: 2026-08-27 blog: Token spend is todays top ai cost management challenge heres how to control it https://www.tangoe.com/blog/token-spend-is-todays-top-ai-cost-management-challenge-heres-how-to-control-it
- Recent: 2026-08-11 podcast or video: Tangoe tem https://www.tangoe.com/video/tangoe-tem
- Recent: 2026-08-11 webinar or virtual event: Tangoe kubex on demand webinar https://www.tangoe.com/video/tangoe-kubex-on-demand-webinar

## Record

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