# Calero Telecom Expense Management: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/finance/vendors/calero-telecom-expense-management

## 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% | 82 | 100% | 1 |

## And against it

- "The main caution with Calero is vendor/partner dependency and process fragmentation" (Muse Glimmer 30B, 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 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| 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 Calero Telecom Expense Management, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- capterra.ae: 1
- capterra.ca: 1
- capterra.com: 1
- g2.com: 1
- gartner.com: 1
- gcom.pdo.aws.gartner.com: 1
- getapp.com: 1
- getapp.com.au: 1
- infotech.com: 1
- lb3law.com: 1

### Pages cited

- https://capterra.ae/directory/30112/telecom-expense-management/software: 1
- https://capterra.ae/software/28091/tangoe-tem: 1
- https://capterra.ca/directory/30112/telecom-expense-management/software: 1
- https://capterra.com/compare/28091-236162/Tangoe-TEM-vs-Calero-MDSL-Telecom-Expense-Management: 1
- https://capterra.com/p/28091/Tangoe-TEM/reviews: 1
- https://capterra.com/p/541/TEM-solution: 1
- https://capterra.com/resources/best-telecom-expense-management-software-review-analysis: 1
- https://g2.com/products/calero-calero/reviews: 1

## 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.