One of twelve models named Bectran first on the direct prompt; zero named Merclex. Bectran was named by nine of the twelve models and Merclex by eight and Bectran carries 19 labels and Merclex 10, so the shares are not directly comparable.
Named in one category 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 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 B2B credit management 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.
“Historically slower processing and weaker ERP integrations; modern users sometimes need IT involvement for advanced workflows.” GLM 4.7 FlashX · comparative prompt · soft negative
“Watch out for: Less about monitoring live payment behavior unless paired with other data.” DeepSeek V4 Flash · comparative prompt · soft negative
“While enterprise tools like Bectran or HighRadius target major corporations” Gemini 3.5 Flash · budget prompt · soft negative
“The best B2B credit management software for a company with a limited budget includes Bectran, D&B Credit Reporter, Experian Business CreditScore Pro, Merclex, and Nav Business.” Llama 4 Maverick · budget prompt · first choice
“Full credit management on a budget: Bectran's SMB tier (get a quote, but it's designed for your size).” DeepSeek V4 Flash · budget prompt · first choice
“Bectran is the industry gold standard.” Gemini 3.5 Flash · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“includes Bectran, D&B Credit Reporter, Experian Business CreditScore Pro, Merclex, and Nav Business” Llama 4 Maverick · budget prompt · first choice
“Merclex (Top Pick for Truly Limited Budgets – Free Starter Tier)” Grok 4.1 Fast · budget prompt · first choice
“If you need basic credit monitoring specifically, Merclex is also worth considering.” Mistral Small · budget 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.