One of twelve models named Nuvo first on the direct prompt; zero named Creditsafe. Nuvo was named by twelve of the twelve models and Creditsafe by eight and Nuvo carries 23 labels and Creditsafe 18, so the shares are not directly comparable.
Named in three 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.
Across every category in the September 2026 Edition, Nuvo and Creditsafe were named in the same answer fifteen times, of the 48 answers naming Nuvo and the 49 naming Creditsafe. In those answers Creditsafe took the first choice one time and Nuvo one.
| 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. Three of three in this category shown.
“Given your size, Esker, Nuvo, and Onguard are strong starting points” DeepSeek V4 Flash · scale prompt · first choice
“Nuvo — Best overall for a modern, standalone credit workflow” DeepSeek V4 Flash · direct prompt · first choice
“I'd recommend starting with Tesorio or Nuvo” Kimi K2 · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“more suited to onboarding and scoring than to the cheapest overall budget option” Perplexity Sonar · budget prompt · soft negative
“Creditsafe is the strongest all-around starting point for pure customer credit risk assessment” DeepSeek V4 Flash · paraphrase prompt · first choice
“I'd recommend Creditsafe as a strong starting point for customer credit risk assessment” Grok 4.1 Fast · paraphrase prompt · first choice
“I would recommend CreditSafe or Gaviti as the top customer credit risk tools” Mistral Small · paraphrase 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.