Gane Index

All indexesEvery index and its categories GTMMarketing, sales, customer and revenue operations software ITSecurity, IT operations, cloud, developer and data software HRHR, payroll, recruiting, performance and learning software FinanceAccounting, planning, spend, billing and treasury software

Claim your listing

Index › Finance › Products › Calero-MDSL · November 2026 Edition

Telecom expense management · Ranked

Calero-MDSL

#20Best rank (enterprise)

9/14Models named it

0First choices

7Warnings

November 2026 Edition · all company sizes counted.

Ranked inTelecom expense management #20 enterprise

Why models recommend it

“Calero-MDSL or Tangoe: Strong for comprehensive managed services; good for complex environments but may require more internal effort.”Grok 4.20 · Scale-constrained question · alternative

What gives them pause

“Not necessarily a platform to avoid, but scrutinize wireline inventory depth”Perplexity Sonar · Negative question · warning

Also on the shortlist

The products named in the same answers as Calero-MDSL, over the 22 answers that named it, and how often each was the first choice instead.

Product	Named together	Picked instead
Tangoe One Telecom	20	8	View →
Sakon	12	0	View →
Brightfin	9	0	View →
Mindglobal	5	2	View →
Cass Information Systems	5	0	View →
Genuity	4	1	View →
Vigilis	4	1	View →
Tellennium	4	0	View →
Cimpl	3	0	View →
Lightyear	3	0	View →

A side-by-side page exists where both products are among a category's top eight.

How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named Calero-MDSL came back with. A fact about retrieval, not a cause of the answer.

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 20 of the 22 answers that named Calero-MDSL and are not a share of its labels.

Domains cited

capterra.com10

uplandsoftware.com10

itwire.com8

bignewsnetwork.com6

sociumit.com6

tailwindvoiceanddata.com6

getapp.com5

guideflow.com5

mindglobal.com5

radiuspoint-expenselogic.com5

No domain is on file for Calero-MDSL, so its own site is not marked.

Pages cited

uplandsoftware.com/cimpl/technology-expense-management/best-telecom-expense-management-sof9

capterra.com/resources/best-telecom-expense-management-software-review-analysis8

bignewsnetwork.com/news/279234670/5-best-telecom-expense-management-software-compared-for-6

itwire.com/guest-articles/company-news/the-top-telecom-expense-management-platforms-worth-6

sociumit.com/resources/blog/best-telecom-expense-management-software-20266

tailwindvoiceanddata.com/blog/the-7-best-telecom-expense-management-companies-in-20266

getapp.com/it-communications-software/telecom-expense-management5

guideflow.com/blog/telecom-expense-software5

Pages are listed as the models cited them.

By model

How each model answered on Calero-MDSL across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

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