Two of twelve models named Visual Lease first on the direct prompt; two named SOFT4Lessee. Visual Lease was named by twelve of the twelve models and SOFT4Lessee by seven and Visual Lease carries 41 labels and SOFT4Lessee 10, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 lease accounting page.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Visual Lease: Steep learning curve, reporting that "doesn't always bend the way you want," slow performance” DeepSeek V4 Flash · negative prompt · soft negative
“users frequently report that the reporting tool is rigid and less customizable than desired” Gemini 3.5 Flash · negative prompt · soft negative
“often require hefty annual contracts and implementation fees” Gemini 3.5 Flash · budget prompt · soft negative
“Visual Lease and iLeasePro are the top recommendations due to their strong compliance features, mid-market focus” Mistral Small · paraphrase prompt · first choice
“Choose Visual Lease if you are a large enterprise needing heavy analytics and complex workflows.” Qwen 3.7 Flash · comparative prompt · first choice
“I'd suggest starting with FinQuery or Visual Lease. Both are leaders in the mid-market space” MiniMax M2.5 · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Overall best for mid‑sized companies ... SOFT4Lessee for a balanced mid‑market choice” GLM 4.7 FlashX · scale prompt · first choice
“FinQuery (LeaseQuery) and SOFT4Lessee are the top recommendations” Mistral Small · direct prompt · first choice
“SOFT4Lessee is the best first shortlist option” Claude Haiku 4.5 · direct 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.