Slope vs Balance
Zero of fourteen models named Slope first on the direct prompt; zero named Balance. Slope was named by nine of the fourteen models and Balance by twelve and Slope carries 17 labels and Balance 22, 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.
By framing
SlopeFirst choices, of fourteen modelsBalance
Across every category in the October 2026 Edition, Slope and Balance were named in the same answer twenty-nine times, of the 48 answers naming Slope and the 75 naming Balance. In those answers Balance took the first choice three times and Slope one.
Every model, every framing
| 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 | |
Slope Balance first choice named as an alternative argued againstblank: not namedEach cell is one answer, Slope on the left and Balance on the right.The direct prompt
Neither was the first choice, one was named
4 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
10 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
Slope5%#4 of 12Balance2%#6 of 12What the models said about Slope
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
What the models said about Balance
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Resolve and Balance are currently the most recommended” Mistral Small · budget prompt · first choice
“Choose Balance or Fundbox if you want embedded financing infrastructure rather than a branded checkout product.” GPT-5.4 mini · comparative prompt · alternative
“Suited for B2B marketplaces and digital sellers. Net terms or installments up to 60/90 days, non-recourse funding.” Grok 4.1 Fast · 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.