Four of fourteen models named Gaviti first on the direct prompt; zero named Bectran. Gaviti was named by eleven of the fourteen models and Bectran by ten and Gaviti carries 24 labels and Bectran 16, so the shares are not directly comparable.
Named in six 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 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 | ||||||
| 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. Two of two in this category shown.
“If you want a full invoice-to-cash and credit management platform with strong automation and usability, choose Gaviti.” Mistral Small · direct prompt · first choice
“I recommend starting with Tesorio or Gaviti as they're specifically designed for your market segment” GLM 4.7 FlashX · 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.
“If you need a dedicated credit and onboarding-first tool: Look at vendors like Bectran, Nuvo, or Credit Pulse.” Gemini 3.5 Flash · scale prompt · first choice
“For a mid-sized B2B company, I'd recommend Bectran as a strong credit risk tool.” Grok 4.1 Fast · paraphrase prompt · first choice
“Small business with simple needs? → Bectran” MiniMax M2.5 · comparative 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.