Two of fourteen models named Chaser first on the direct prompt; one named Nuvo. Chaser was named by twelve of the fourteen models and Nuvo by eight and Chaser carries 33 labels and Nuvo 12, so the shares are not directly comparable.
Named in seven 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 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. Six of six in this category shown.
“What to Avoid on a Tight Budget Chaser is an excellent platform but starts at £199/month” Qwen 3.7 Flash · budget prompt · hard negative
“crossing the £4M revenue threshold automatically bumps you to their £599/month tier” Gemini 3.5 Flash · budget prompt · soft negative
“enterprise tools like Chaser and Kolleno charge high monthly fees (often $500+)” GLM 4.7 FlashX · budget prompt · soft negative
“Top Pick: Chaser ... For most small-budget B2B companies, Chaser offers the best balance of features, affordability, and ease of use.” DeepSeek V4 Flash · budget prompt · first choice
“the best B2B credit management option in the results is Chaser because it is described as having transparent, tiered pricing” Perplexity Sonar · budget prompt · first choice
“Chaser - Best for mid-market finance teams that want customer-facing invoice portals and collections automation in one product.” Llama 4 Maverick · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Look at vendors like Bectran, Nuvo, or Credit Pulse. These focus heavily on digital applications, credit risk scoring, and trade credit policy.” Gemini 3.5 Flash · scale prompt · first choice
“Best Overall for Trade Credit & Onboarding: Nuvo ... currently the strongest contender for mid-market firms.” DeepSeek V4 Flash · direct prompt · first choice
“Best for mid-market and enterprise B2B distributors and manufacturers that want to consolidate credit processing, monitoring, and collections under one roof” Llama 4 Maverick · direct 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.