Zero of fourteen models named Slope first on the direct prompt; one named Fundbox. Slope was named by nine of the fourteen models and Fundbox by nine and Slope carries 17 labels and Fundbox 14, so the shares are not directly comparable.
Named in two categories this edition.
Named in two categories 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 B2B BNPL and net terms page.
Across every category in the October 2026 Edition, Slope and Fundbox were named in the same answer eleven times, of the 48 answers naming Slope and the 39 naming Fundbox. In those answers Fundbox took the first choice one time and Slope two.
| 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 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
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. Four of five in this category shown.
“Small support teams on complex integrations (Slope)” DeepSeek V4 Flash · negative prompt · soft negative
“Slope (Most Affordable) ... Start with the provider offering the lowest base rate (Slope)” GLM 4.7 FlashX · budget prompt · first choice
“Slope edges as potentially the most affordable with the lowest starting fees (0.99%)” Grok 4.1 Fast · budget prompt · first choice
“Slope emphasizes embedded B2B payments and capital infrastructure for platforms and enterprise technology teams.” Muse Glimmer 30B · comparative prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Generally not recommended for mid-market due to very high APRs (80–240%+) and limited AR automation” Kimi K2 · direct prompt · hard negative
“BBB complaint summary: 26 total complaints in the last 3 years... frustrations regarding unexpected automated payment system glitches and sudden strict restrictions on new credit line draws” Muse Glimmer 30B · negative prompt · soft negative
“Start with Resolve or Fundbox.” Qwen 3.7 Flash · direct prompt · first choice
“more of an embedded financing / capital platform, but it can power net terms and installment options in B2B commerce” GPT-5.4 mini · comparative prompt · alternative
“Fundbox offers robust B2B purchasing credits and Net Terms options for vendors” Qwen 3.7 Flash · comparative prompt · alternative
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.