Genuity vs ExpenseLogic
Zero of fourteen models named Genuity first on the direct prompt; three named ExpenseLogic. Genuity was named by nine of the fourteen models and ExpenseLogic by ten and Genuity carries 15 labels and ExpenseLogic 33, so the shares are not directly comparable.
Named in one category this edition.
ExpenseLogic
accepted challengerNamed in one category this edition.
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
GenuityFirst choices, of fourteen modelsExpenseLogicAcross every category in the November 2026 Edition, Genuity and ExpenseLogic were named in the same answer twenty-six times, of the 52 answers naming Genuity and the 76 naming ExpenseLogic. In those answers ExpenseLogic took the first choice zero times and Genuity seventeen.
Every model, every framing
| Model | DirectEX | ParaphraseEX | ComparativeEX | Budget-constrainedEX | Scale-constrainedEX | NegativeEX |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | |||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | EX | EX | | |||
| Grok 4.20 | EX | EX | EX | EX | EX | |
| Mistral Small | EX | EX | EX | | ||
| DeepSeek V4 Flash | EX | EX | EX | EX | ||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | EX | EX | EX | |||
| Kimi K2 | EX | | EX | |||
| GLM 4.7 FlashX | EX | EX | EX | | ||
| MiniMax M2.5 | EX | EX | EX | |||
| GPT-6 Luna | | |||||
| Muse Glimmer 30B | EX | EX | |
GenuityEX ExpenseLogic first choice named as an alternative argued againstblank: not namedEach cell is one answer, Genuity on the left and ExpenseLogic on the right.The direct prompt
ExpenseLogic first, Genuity not the choice
3 of 14 modelsGenuity was named in the answer but not as the choice, or not at all.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.Neither was named
6 of 14 modelsThe answer made no first choice from these two in this category.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
Genuity35%#1 of 15Genuity14%#3 of 12Genuity0%#– of 12What the models said about Genuity
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Reasonable for smaller organizations, but likely to be outgrown by companies with complex, large-scale telecom environments.” Perplexity Sonar · negative prompt · soft negative
“Genuity stands out as the best telecom expense management (TEM) platform for a company with a limited budget” Grok 4.20 · budget prompt · first choice
“the best telecom expense management platform for a company with a limited budget is Genuity” Claude Haiku 4.5 · budget prompt · first choice
“Top Recommendation: Genuity ... most budget-friendly comprehensive TEM solution” GLM 4.7 FlashX · budget prompt · first choice
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
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.