Index › Finance › Spend and procurement › Telecom expense mgmt › ExpenseLogic vs LINQ Qonnect
Telecom expense management · November 2026 Edition

ExpenseLogic vs LINQ Qonnect

Three of fourteen models named ExpenseLogic first on the direct prompt; zero named LINQ Qonnect. ExpenseLogic was named by ten of the fourteen models and LINQ Qonnect by nine and ExpenseLogic carries 33 labels and LINQ Qonnect 15, so the shares are not directly comparable.

ExpenseLogic

accepted challenger

Named in one category this edition.

LINQ Qonnect

accepted challenger

Named in one category this edition.

First-choice share7%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#5A position in a field of 12; printed, not drawn.
Labels3315A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, ExpenseLogic reading right to left. Rank and label count are printed, not drawn.Brightfin was named alongside these two in ten of the fourteen direct answers. vCom Solutions vs ExpenseLogic · vCom Solutions vs LINQ Qonnect · Brightfin vs ExpenseLogic

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the telecom expense management page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
ExpenseLogicFirst choices, of fourteen modelsLINQ Qonnect
Direct30
Paraphrase12
Comparative10
Budget-constrained00
Scale-constrained00
Negative10
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

Across every category in the November 2026 Edition, ExpenseLogic and LINQ Qonnect were named in the same answer eighteen times, of the 76 answers naming ExpenseLogic and the 27 naming LINQ Qonnect. In those answers LINQ Qonnect took the first choice one time and ExpenseLogic five.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where ExpenseLogic and LINQ Qonnect stood in it.
ModelDirectEXLQParaphraseEXLQComparativeEXLQBudget-constrainedEXLQScale-constrainedEXLQNegativeEXLQ
Claude Haiku 4.5
GPT-5.4 miniLQ
Gemini 3.5 Flash
Perplexity SonarEXLQEX
Grok 4.20EXEXLQEXEXLQEXLQ
Mistral SmallEXEXLQEX
DeepSeek V4 FlashEXEXEXEXLQ
Llama 4 Maverick
Qwen 3.7 FlashEXLQEXEX
Kimi K2EXEX
GLM 4.7 FlashXEXEXEX
MiniMax M2.5EXEXLQEXLQ
GPT-6 Luna
Muse Glimmer 30BEXLQEX
EX ExpenseLogicLQ LINQ QonnectEX first choiceEX named as an alternativeEX argued againstblank: not namedEach cell is one answer, ExpenseLogic on the left and LINQ Qonnect on the right.

The direct prompt

The plain question, one answer per model, grouped by where ExpenseLogic and LINQ Qonnect stood in it.

ExpenseLogic first, LINQ Qonnect not the choice

3 of 14 modelsLINQ Qonnect was named in the answer but not as the choice, or not at all.
Mistral SmallBrightfin, ExpenseLogic alternatives: Motus
DeepSeek V4 FlashExpenseLogic alternatives: Brightfin, Temforce
GLM 4.7 FlashXExpenseLogic, OneBill alternatives: Brightfin, Motus, Temforce

Neither was the first choice, one was named

5 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Grok 4.20Brightfin alternatives: ExpenseLogic, Genuity, Mobil, zLinq
Qwen 3.7 FlashBrightfin, Tangoe One Telecom alternatives: ExpenseLogic, Mobil
Kimi K2vCom Solutions alternatives: Brightfin, ExpenseLogic, Tangoe One Telecom
MiniMax M2.5Brightfin alternatives: ExpenseLogic, vManager
Muse Glimmer 30BMindglobal, vCom Solutions alternatives: Brightfin, Calero, ExpenseLogic, Valicom

Neither was named

6 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Mindglobal alternatives: Calero, ClearSight, Lightyear, Sakon, vCom Solutions
GPT-5.4 miniValicom Clearview, vCom Solutions alternatives: Brightfin, Sakon TEM, Tangoe One Telecom
Gemini 3.5 FlashvCom Solutions alternatives: Brightfin, Calero, Mindglobal, Sakon
Perplexity SonarvCom Solutions alternatives: Lightyear, Upland Cimpl
Llama 4 Maverickno first choice
GPT-6 LunaClearview alternatives: Upland Cimpl, vCom Solutions

Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
ExpenseLogic leads by four points.
ExpenseLogic6%#5 of 15
LINQ Qonnect2%#10 of 15
The full small business standing →
Mid-marketThe figures above
ExpenseLogic leads by four points.
ExpenseLogic7%#4 of 12
LINQ Qonnect4%#5 of 12
The full mid-market standing →
Enterprise
The order flips: LINQ Qonnect leads at enterprise.
LINQ Qonnect2%#– of 12
ExpenseLogic0%#11 of 12
The full enterprise standing →

What the models said about ExpenseLogic

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.

“brightfin and ExpenseLogic are top choices due to their strong automation, reconciliation, and cost-saving features” Mistral Small · direct prompt · first choice
“ExpenseLogic (4.8/5 on Capterra, 31 reviews) and WidePoint (5.0/5, 5 reviews) received notably strong ratings” DeepSeek V4 Flash · negative prompt · first choice
“ExpenseLogic and OneBill are standout choices due to their strong ratings, comprehensive features” Mistral Small · paraphrase prompt · first choice

What the models said about LINQ Qonnect

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.

“vComSolutions or LINQ Qonnect are the most cited fits ... LINQ Qonnect for simplified mobile billing, savings guarantees” Muse Glimmer 30B · paraphrase prompt · first choice
“brightfin (formerly MobilityCentral) or LINQ Qonnect would be my top recommendations” Grok 4.20 · paraphrase prompt · first choice
“Best for a wireless-heavy environment seeking mobile inventory, device tracking, historical invoices, reports, and managed support.” Perplexity Sonar · paraphrase prompt · alternative
Also compared

Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.