Four of twelve models named Tesorio first on the direct prompt; one named Bectran. Tesorio was named by ten of the twelve models and Bectran by nine and Tesorio carries 20 labels and Bectran 19, so the shares are not directly comparable.
Named in five categories 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 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. Two of two in this category shown.
“Tesorio is often the best all‑in‑one choice for mid‑market B2B companies that want AI‑driven analytics plus integrated credit monitoring” GLM 4.7 FlashX · direct prompt · first choice
“I'd start with Tesorio if you run NetSuite or Salesforce and want an integrated order-to-cash platform” GLM 4.7 FlashX · paraphrase prompt · first choice
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
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.